id sid tid token lemma pos cana-4559 1 1 communications communication NOUN cana-4559 1 2 on on ADP cana-4559 1 3 applied apply VERB cana-4559 1 4 nonlinear nonlinear ADJ cana-4559 1 5 analysis analysis NOUN cana-4559 1 6 issn issn NOUN cana-4559 1 7 : : PUNCT cana-4559 1 8 1074 1074 NUM cana-4559 1 9 - - PUNCT cana-4559 1 10 133x 133x NUM cana-4559 1 11 vol vol NOUN cana-4559 1 12 32 32 NUM cana-4559 1 13 no no NOUN cana-4559 1 14 . . PUNCT cana-4559 2 1 9s 9s NUM cana-4559 2 2 ( ( PUNCT cana-4559 2 3 2025 2025 NUM cana-4559 2 4 ) ) PUNCT cana-4559 2 5 2541 2541 NUM cana-4559 2 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 2 7 enhance enhance VERB cana-4559 2 8 power power NOUN cana-4559 2 9 quality quality NOUN cana-4559 2 10 with with ADP cana-4559 2 11 cascade cascade NOUN cana-4559 2 12 multilevel multilevel NOUN cana-4559 2 13 inverter inverter NOUN cana-4559 2 14 - - PUNCT cana-4559 2 15 based base VERB cana-4559 2 16 grid grid NOUN cana-4559 2 17 integration integration NOUN cana-4559 2 18 of of ADP cana-4559 2 19 photovoltaic photovoltaic NOUN cana-4559 2 20 systems system NOUN cana-4559 2 21 using use VERB cana-4559 2 22 machine machine NOUN cana-4559 2 23 learning learn VERB cana-4559 2 24 algorithms algorithm NOUN cana-4559 2 25 aizad aizad PROPN cana-4559 2 26 khursheed1 khursheed1 PROPN cana-4559 2 27 , , PUNCT cana-4559 2 28 abul abul PROPN cana-4559 2 29 saeed saeed PROPN cana-4559 2 30 azad2 azad2 PROPN cana-4559 3 1 1electrical 1electrical NUM cana-4559 3 2 engineering engineering PROPN cana-4559 3 3 department department NOUN cana-4559 3 4 , , PUNCT cana-4559 3 5 amity amity NOUN cana-4559 3 6 university university NOUN cana-4559 3 7 , , PUNCT cana-4559 3 8 greater great ADJ cana-4559 3 9 noida noida PROPN cana-4559 3 10 2self 2self NUM cana-4559 3 11 employed employ VERB cana-4559 3 12 article article NOUN cana-4559 3 13 history history NOUN cana-4559 3 14 : : PUNCT cana-4559 3 15 received receive VERB cana-4559 3 16 : : PUNCT cana-4559 3 17 12 12 NUM cana-4559 3 18 - - SYM cana-4559 3 19 01 01 NUM cana-4559 3 20 - - PUNCT cana-4559 3 21 2025 2025 NUM cana-4559 3 22 revised revise VERB cana-4559 3 23 : : PUNCT cana-4559 3 24 15 15 NUM cana-4559 3 25 - - NUM cana-4559 3 26 02 02 NUM cana-4559 3 27 - - PUNCT cana-4559 3 28 2025 2025 NUM cana-4559 3 29 accepted accept VERB cana-4559 3 30 : : PUNCT cana-4559 3 31 01 01 NUM cana-4559 3 32 - - SYM cana-4559 3 33 03 03 NUM cana-4559 3 34 - - PUNCT cana-4559 3 35 2025 2025 NUM cana-4559 3 36 abstract abstract NOUN cana-4559 3 37 the the DET cana-4559 3 38 integration integration NOUN cana-4559 3 39 of of ADP cana-4559 3 40 renewable renewable ADJ cana-4559 3 41 energy energy NOUN cana-4559 3 42 sources source NOUN cana-4559 3 43 into into ADP cana-4559 3 44 the the DET cana-4559 3 45 power power NOUN cana-4559 3 46 grid grid NOUN cana-4559 3 47 has have AUX cana-4559 3 48 gained gain VERB cana-4559 3 49 significant significant ADJ cana-4559 3 50 attention attention NOUN cana-4559 3 51 due due ADP cana-4559 3 52 to to ADP cana-4559 3 53 the the DET cana-4559 3 54 increasing increase VERB cana-4559 3 55 demand demand NOUN cana-4559 3 56 for for ADP cana-4559 3 57 clean clean ADJ cana-4559 3 58 and and CCONJ cana-4559 3 59 sustainable sustainable ADJ cana-4559 3 60 energy energy NOUN cana-4559 3 61 . . PUNCT cana-4559 4 1 among among ADP cana-4559 4 2 various various ADJ cana-4559 4 3 renewable renewable ADJ cana-4559 4 4 sources source NOUN cana-4559 4 5 , , PUNCT cana-4559 4 6 photovoltaic photovoltaic NOUN cana-4559 4 7 ( ( PUNCT cana-4559 4 8 pv pv NOUN cana-4559 4 9 ) ) PUNCT cana-4559 4 10 systems system NOUN cana-4559 4 11 have have AUX cana-4559 4 12 emerged emerge VERB cana-4559 4 13 as as ADP cana-4559 4 14 a a DET cana-4559 4 15 promising promising ADJ cana-4559 4 16 solution solution NOUN cana-4559 4 17 for for ADP cana-4559 4 18 electricity electricity NOUN cana-4559 4 19 generation generation NOUN cana-4559 4 20 . . PUNCT cana-4559 5 1 however however ADV cana-4559 5 2 , , PUNCT cana-4559 5 3 integrating integrate VERB cana-4559 5 4 pv pv NOUN cana-4559 5 5 systems system NOUN cana-4559 5 6 with with ADP cana-4559 5 7 the the DET cana-4559 5 8 grid grid NOUN cana-4559 5 9 presents present VERB cana-4559 5 10 several several ADJ cana-4559 5 11 challenges challenge NOUN cana-4559 5 12 , , PUNCT cana-4559 5 13 including include VERB cana-4559 5 14 power power NOUN cana-4559 5 15 quality quality NOUN cana-4559 5 16 issues issue NOUN cana-4559 5 17 , , PUNCT cana-4559 5 18 harmonic harmonic ADJ cana-4559 5 19 distortion distortion NOUN cana-4559 5 20 , , PUNCT cana-4559 5 21 and and CCONJ cana-4559 5 22 voltage voltage NOUN cana-4559 5 23 instability instability NOUN cana-4559 5 24 . . PUNCT cana-4559 6 1 to to PART cana-4559 6 2 address address VERB cana-4559 6 3 these these DET cana-4559 6 4 challenges challenge NOUN cana-4559 6 5 , , PUNCT cana-4559 6 6 this this DET cana-4559 6 7 paper paper NOUN cana-4559 6 8 proposes propose VERB cana-4559 6 9 an an DET cana-4559 6 10 advanced advanced ADJ cana-4559 6 11 control control NOUN cana-4559 6 12 strategy strategy NOUN cana-4559 6 13 for for ADP cana-4559 6 14 grid grid NOUN cana-4559 6 15 integration integration NOUN cana-4559 6 16 of of ADP cana-4559 6 17 pv pv PROPN cana-4559 6 18 systems system NOUN cana-4559 6 19 using use VERB cana-4559 6 20 a a DET cana-4559 6 21 cascade cascade NOUN cana-4559 6 22 multilevel multilevel NOUN cana-4559 6 23 inverter inverter NOUN cana-4559 6 24 ( ( PUNCT cana-4559 6 25 cmli cmli ADJ cana-4559 6 26 ) ) PUNCT cana-4559 6 27 and and CCONJ cana-4559 6 28 convolutional convolutional ADJ cana-4559 6 29 neural neural ADJ cana-4559 6 30 network network NOUN cana-4559 6 31 ( ( PUNCT cana-4559 6 32 cnn)-based cnn)-base VERB cana-4559 6 33 control control NOUN cana-4559 6 34 . . PUNCT cana-4559 7 1 the the DET cana-4559 7 2 primary primary ADJ cana-4559 7 3 objective objective NOUN cana-4559 7 4 is be AUX cana-4559 7 5 to to PART cana-4559 7 6 enhance enhance VERB cana-4559 7 7 power power NOUN cana-4559 7 8 quality quality NOUN cana-4559 7 9 , , PUNCT cana-4559 7 10 minimize minimize VERB cana-4559 7 11 harmonics harmonic NOUN cana-4559 7 12 , , PUNCT cana-4559 7 13 and and CCONJ cana-4559 7 14 improve improve VERB cana-4559 7 15 overall overall ADJ cana-4559 7 16 system system NOUN cana-4559 7 17 efficiency efficiency NOUN cana-4559 7 18 . . PUNCT cana-4559 8 1 keywords keyword NOUN cana-4559 8 2 : : PUNCT cana-4559 8 3 power power NOUN cana-4559 8 4 quality quality NOUN cana-4559 8 5 enhancement enhancement NOUN cana-4559 8 6 , , PUNCT cana-4559 8 7 cascade cascade NOUN cana-4559 8 8 multilevel multilevel NOUN cana-4559 8 9 inverter inverter NOUN cana-4559 8 10 ( ( PUNCT cana-4559 8 11 cmli cmli NOUN cana-4559 8 12 ) ) PUNCT cana-4559 8 13 , , PUNCT cana-4559 8 14 photovoltaic photovoltaic NOUN cana-4559 8 15 ( ( PUNCT cana-4559 8 16 pv pv NOUN cana-4559 8 17 ) ) PUNCT cana-4559 8 18 grid grid NOUN cana-4559 8 19 integration integration NOUN cana-4559 8 20 , , PUNCT cana-4559 8 21 machine machine NOUN cana-4559 8 22 learning learning NOUN cana-4559 8 23 algorithms algorithm NOUN cana-4559 8 24 , , PUNCT cana-4559 8 25 pso pso NOUN cana-4559 8 26 , , PUNCT cana-4559 8 27 cnn cnn PROPN cana-4559 8 28 . . PROPN cana-4559 9 1 1 1 X cana-4559 9 2 . . X cana-4559 9 3 introduction introduction NOUN cana-4559 9 4 the the DET cana-4559 9 5 global global ADJ cana-4559 9 6 demand demand NOUN cana-4559 9 7 for for ADP cana-4559 9 8 clean clean ADJ cana-4559 9 9 energy energy NOUN cana-4559 9 10 has have AUX cana-4559 9 11 accelerated accelerate VERB cana-4559 9 12 the the DET cana-4559 9 13 adoption adoption NOUN cana-4559 9 14 of of ADP cana-4559 9 15 pv pv PROPN cana-4559 9 16 systems system NOUN cana-4559 9 17 . . PUNCT cana-4559 10 1 however however ADV cana-4559 10 2 , , PUNCT cana-4559 10 3 integrating integrate VERB cana-4559 10 4 pv pv NOUN cana-4559 10 5 systems system NOUN cana-4559 10 6 into into ADP cana-4559 10 7 the the DET cana-4559 10 8 grid grid NOUN cana-4559 10 9 presents present VERB cana-4559 10 10 several several ADJ cana-4559 10 11 challenges challenge NOUN cana-4559 10 12 , , PUNCT cana-4559 10 13 including include VERB cana-4559 10 14 power power NOUN cana-4559 10 15 quality quality NOUN cana-4559 10 16 degradation degradation NOUN cana-4559 10 17 due due ADP cana-4559 10 18 to to ADP cana-4559 10 19 harmonics harmonic NOUN cana-4559 10 20 , , PUNCT cana-4559 10 21 voltage voltage NOUN cana-4559 10 22 instability instability NOUN cana-4559 10 23 , , PUNCT cana-4559 10 24 and and CCONJ cana-4559 10 25 reactive reactive ADJ cana-4559 10 26 power power NOUN cana-4559 10 27 variations variation NOUN cana-4559 10 28 . . PUNCT cana-4559 11 1 traditional traditional ADJ cana-4559 11 2 inverter inverter NOUN cana-4559 11 3 - - PUNCT cana-4559 11 4 based base VERB cana-4559 11 5 integration integration NOUN cana-4559 11 6 methods method NOUN cana-4559 11 7 struggle struggle VERB cana-4559 11 8 to to PART cana-4559 11 9 address address VERB cana-4559 11 10 these these DET cana-4559 11 11 issues issue NOUN cana-4559 11 12 efficiently efficiently ADV cana-4559 11 13 . . PUNCT cana-4559 12 1 the the DET cana-4559 12 2 cascade cascade NOUN cana-4559 12 3 multilevel multilevel NOUN cana-4559 12 4 inverter inverter NOUN cana-4559 12 5 ( ( PUNCT cana-4559 12 6 cmli cmli ADJ cana-4559 12 7 ) ) PUNCT cana-4559 12 8 provides provide VERB cana-4559 12 9 an an DET cana-4559 12 10 effective effective ADJ cana-4559 12 11 solution solution NOUN cana-4559 12 12 by by ADP cana-4559 12 13 generating generate VERB cana-4559 12 14 high high ADJ cana-4559 12 15 - - PUNCT cana-4559 12 16 quality quality NOUN cana-4559 12 17 sinusoidal sinusoidal NOUN cana-4559 12 18 output output NOUN cana-4559 12 19 voltage voltage NOUN cana-4559 12 20 with with ADP cana-4559 12 21 reduced reduced ADJ cana-4559 12 22 harmonic harmonic ADJ cana-4559 12 23 content content NOUN cana-4559 12 24 . . PUNCT cana-4559 13 1 furthermore furthermore ADV cana-4559 13 2 , , PUNCT cana-4559 13 3 machine machine NOUN cana-4559 13 4 learning learning NOUN cana-4559 13 5 ( ( PUNCT cana-4559 13 6 ml ml NOUN cana-4559 13 7 ) ) PUNCT cana-4559 13 8 techniques technique NOUN cana-4559 13 9 enhance enhance VERB cana-4559 13 10 system system NOUN cana-4559 13 11 adaptability adaptability NOUN cana-4559 13 12 and and CCONJ cana-4559 13 13 real real ADJ cana-4559 13 14 - - PUNCT cana-4559 13 15 time time NOUN cana-4559 13 16 performance performance NOUN cana-4559 13 17 monitoring monitoring NOUN cana-4559 13 18 , , PUNCT cana-4559 13 19 ensuring ensure VERB cana-4559 13 20 improved improved ADJ cana-4559 13 21 power power NOUN cana-4559 13 22 quality quality NOUN cana-4559 13 23 and and CCONJ cana-4559 13 24 grid grid NOUN cana-4559 13 25 stability[11 stability[11 NOUN cana-4559 13 26 - - SYM cana-4559 13 27 15 15 NUM cana-4559 13 28 ] ] PUNCT cana-4559 13 29 . . PUNCT cana-4559 14 1 the the DET cana-4559 14 2 increasing increase VERB cana-4559 14 3 global global ADJ cana-4559 14 4 demand demand NOUN cana-4559 14 5 for for ADP cana-4559 14 6 clean clean ADJ cana-4559 14 7 and and CCONJ cana-4559 14 8 sustainable sustainable ADJ cana-4559 14 9 energy energy NOUN cana-4559 14 10 has have AUX cana-4559 14 11 led lead VERB cana-4559 14 12 to to ADP cana-4559 14 13 the the DET cana-4559 14 14 rapid rapid ADJ cana-4559 14 15 growth growth NOUN cana-4559 14 16 of of ADP cana-4559 14 17 renewable renewable ADJ cana-4559 14 18 energy energy NOUN cana-4559 14 19 sources source NOUN cana-4559 14 20 ( ( PUNCT cana-4559 14 21 ress ress PROPN cana-4559 14 22 ) ) PUNCT cana-4559 14 23 , , PUNCT cana-4559 14 24 particularly particularly ADV cana-4559 14 25 photovoltaic photovoltaic NOUN cana-4559 14 26 ( ( PUNCT cana-4559 14 27 pv pv NOUN cana-4559 14 28 ) ) PUNCT cana-4559 14 29 systems system NOUN cana-4559 14 30 . . PUNCT cana-4559 15 1 as as ADP cana-4559 15 2 concerns concern NOUN cana-4559 15 3 about about ADP cana-4559 15 4 climate climate NOUN cana-4559 15 5 change change NOUN cana-4559 15 6 and and CCONJ cana-4559 15 7 fossil fossil NOUN cana-4559 15 8 fuel fuel NOUN cana-4559 15 9 depletion depletion NOUN cana-4559 15 10 intensify intensify NOUN cana-4559 15 11 , , PUNCT cana-4559 15 12 solar solar ADJ cana-4559 15 13 energy energy NOUN cana-4559 15 14 has have AUX cana-4559 15 15 emerged emerge VERB cana-4559 15 16 as as ADP cana-4559 15 17 one one NUM cana-4559 15 18 of of ADP cana-4559 15 19 the the DET cana-4559 15 20 most most ADV cana-4559 15 21 viable viable ADJ cana-4559 15 22 alternatives alternative NOUN cana-4559 15 23 due due ADP cana-4559 15 24 to to ADP cana-4559 15 25 its its PRON cana-4559 15 26 abundance abundance NOUN cana-4559 15 27 , , PUNCT cana-4559 15 28 scalability scalability NOUN cana-4559 15 29 , , PUNCT cana-4559 15 30 and and CCONJ cana-4559 15 31 declining decline VERB cana-4559 15 32 costs cost NOUN cana-4559 15 33 . . PUNCT cana-4559 16 1 governments government NOUN cana-4559 16 2 and and CCONJ cana-4559 16 3 energy energy NOUN cana-4559 16 4 policymakers policymaker NOUN cana-4559 16 5 worldwide worldwide ADV cana-4559 16 6 are be AUX cana-4559 16 7 encouraging encourage VERB cana-4559 16 8 the the DET cana-4559 16 9 integration integration NOUN cana-4559 16 10 of of ADP cana-4559 16 11 pv pv PROPN cana-4559 16 12 systems system NOUN cana-4559 16 13 into into ADP cana-4559 16 14 the the DET cana-4559 16 15 electrical electrical ADJ cana-4559 16 16 grid grid NOUN cana-4559 16 17 to to PART cana-4559 16 18 meet meet VERB cana-4559 16 19 energy energy NOUN cana-4559 16 20 demands demand NOUN cana-4559 16 21 while while SCONJ cana-4559 16 22 reducing reduce VERB cana-4559 16 23 carbon carbon NOUN cana-4559 16 24 emissions[16 emissions[16 NOUN cana-4559 16 25 - - SYM cana-4559 16 26 18 18 NUM cana-4559 16 27 ] ] PUNCT cana-4559 16 28 . . PUNCT cana-4559 17 1 however however ADV cana-4559 17 2 , , PUNCT cana-4559 17 3 the the DET cana-4559 17 4 large large ADJ cana-4559 17 5 - - PUNCT cana-4559 17 6 scale scale NOUN cana-4559 17 7 integration integration NOUN cana-4559 17 8 of of ADP cana-4559 17 9 pv pv PROPN cana-4559 17 10 systems system NOUN cana-4559 17 11 introduces introduce VERB cana-4559 17 12 several several ADJ cana-4559 17 13 challenges challenge NOUN cana-4559 17 14 , , PUNCT cana-4559 17 15 particularly particularly ADV cana-4559 17 16 concerning concern VERB cana-4559 17 17 power power NOUN cana-4559 17 18 quality quality NOUN cana-4559 17 19 , , PUNCT cana-4559 17 20 grid grid NOUN cana-4559 17 21 stability stability NOUN cana-4559 17 22 , , PUNCT cana-4559 17 23 and and CCONJ cana-4559 17 24 efficiency efficiency NOUN cana-4559 17 25 . . PUNCT cana-4559 18 1 among among ADP cana-4559 18 2 the the DET cana-4559 18 3 most most ADV cana-4559 18 4 significant significant ADJ cana-4559 18 5 issues issue NOUN cana-4559 18 6 associated associate VERB cana-4559 18 7 with with ADP cana-4559 18 8 grid grid NOUN cana-4559 18 9 - - PUNCT cana-4559 18 10 connected connect VERB cana-4559 18 11 pv pv NOUN cana-4559 18 12 systems system NOUN cana-4559 18 13 are be AUX cana-4559 18 14 voltage voltage NOUN cana-4559 18 15 fluctuations fluctuation NOUN cana-4559 18 16 , , PUNCT cana-4559 18 17 harmonic harmonic ADJ cana-4559 18 18 distortions distortion NOUN cana-4559 18 19 , , PUNCT cana-4559 18 20 frequency frequency NOUN cana-4559 18 21 deviations deviation NOUN cana-4559 18 22 , , PUNCT cana-4559 18 23 and and CCONJ cana-4559 18 24 reactive reactive ADJ cana-4559 18 25 power power NOUN cana-4559 18 26 imbalances imbalance NOUN cana-4559 18 27 . . PUNCT cana-4559 19 1 these these DET cana-4559 19 2 problems problem NOUN cana-4559 19 3 arise arise VERB cana-4559 19 4 primarily primarily ADV cana-4559 19 5 due due ADP cana-4559 19 6 to to ADP cana-4559 19 7 the the DET cana-4559 19 8 intermittent intermittent ADJ cana-4559 19 9 nature nature NOUN cana-4559 19 10 of of ADP cana-4559 19 11 solar solar ADJ cana-4559 19 12 energy energy NOUN cana-4559 19 13 , , PUNCT cana-4559 19 14 which which PRON cana-4559 19 15 depends depend VERB cana-4559 19 16 on on ADP cana-4559 19 17 weather weather NOUN cana-4559 19 18 communications communication NOUN cana-4559 19 19 on on ADP cana-4559 19 20 applied apply VERB cana-4559 19 21 nonlinear nonlinear ADJ cana-4559 19 22 analysis analysis NOUN cana-4559 19 23 issn issn NOUN cana-4559 19 24 : : PUNCT cana-4559 19 25 1074 1074 NUM cana-4559 19 26 - - PUNCT cana-4559 19 27 133x 133x NUM cana-4559 19 28 vol vol NOUN cana-4559 19 29 32 32 NUM cana-4559 19 30 no no NOUN cana-4559 19 31 . . PUNCT cana-4559 20 1 9s 9s NUM cana-4559 20 2 ( ( PUNCT cana-4559 20 3 2025 2025 NUM cana-4559 20 4 ) ) PUNCT cana-4559 20 5 2542 2542 NUM cana-4559 21 1 https://internationalpubls.com https://internationalpubls.com X cana-4559 21 2 conditions condition NOUN cana-4559 21 3 such such ADJ cana-4559 21 4 as as ADP cana-4559 21 5 sunlight sunlight NOUN cana-4559 21 6 intensity intensity NOUN cana-4559 21 7 and and CCONJ cana-4559 21 8 cloud cloud NOUN cana-4559 21 9 cover cover NOUN cana-4559 21 10 . . PUNCT cana-4559 22 1 additionally additionally ADV cana-4559 22 2 , , PUNCT cana-4559 22 3 conventional conventional ADJ cana-4559 22 4 two two NUM cana-4559 22 5 - - PUNCT cana-4559 22 6 level level NOUN cana-4559 22 7 inverters inverter NOUN cana-4559 22 8 used use VERB cana-4559 22 9 in in ADP cana-4559 22 10 pv pv NOUN cana-4559 22 11 grid grid NOUN cana-4559 22 12 integration integration NOUN cana-4559 22 13 contribute contribute VERB cana-4559 22 14 to to ADP cana-4559 22 15 power power NOUN cana-4559 22 16 quality quality NOUN cana-4559 22 17 problems problem NOUN cana-4559 22 18 , , PUNCT cana-4559 22 19 as as SCONJ cana-4559 22 20 they they PRON cana-4559 22 21 generate generate VERB cana-4559 22 22 output output NOUN cana-4559 22 23 waveforms waveform NOUN cana-4559 22 24 rich rich ADJ cana-4559 22 25 in in ADP cana-4559 22 26 harmonic harmonic ADJ cana-4559 22 27 distortions[19 distortions[19 NOUN cana-4559 22 28 - - SYM cana-4559 22 29 22 22 NUM cana-4559 22 30 ] ] PUNCT cana-4559 22 31 . . PUNCT cana-4559 23 1 these these DET cana-4559 23 2 distortions distortion NOUN cana-4559 23 3 can can AUX cana-4559 23 4 lead lead VERB cana-4559 23 5 to to ADP cana-4559 23 6 heating heating NOUN cana-4559 23 7 effects effect NOUN cana-4559 23 8 , , PUNCT cana-4559 23 9 reduced reduce VERB cana-4559 23 10 equipment equipment NOUN cana-4559 23 11 lifespan lifespan NOUN cana-4559 23 12 , , PUNCT cana-4559 23 13 and and CCONJ cana-4559 23 14 operational operational ADJ cana-4559 23 15 inefficiencies inefficiency NOUN cana-4559 23 16 , , PUNCT cana-4559 23 17 making make VERB cana-4559 23 18 it it PRON cana-4559 23 19 imperative imperative ADJ cana-4559 23 20 to to PART cana-4559 23 21 develop develop VERB cana-4559 23 22 advanced advanced ADJ cana-4559 23 23 inverter inverter NOUN cana-4559 23 24 technologies technology NOUN cana-4559 23 25 that that PRON cana-4559 23 26 can can AUX cana-4559 23 27 enhance enhance VERB cana-4559 23 28 power power NOUN cana-4559 23 29 quality[21 quality[21 PROPN cana-4559 23 30 - - PUNCT cana-4559 23 31 23 23 NUM cana-4559 23 32 ] ] PUNCT cana-4559 23 33 . . PUNCT cana-4559 24 1 to to PART cana-4559 24 2 address address VERB cana-4559 24 3 these these DET cana-4559 24 4 challenges challenge NOUN cana-4559 24 5 , , PUNCT cana-4559 24 6 this this DET cana-4559 24 7 study study NOUN cana-4559 24 8 proposes propose VERB cana-4559 24 9 the the DET cana-4559 24 10 implementation implementation NOUN cana-4559 24 11 of of ADP cana-4559 24 12 a a DET cana-4559 24 13 cascade cascade NOUN cana-4559 24 14 multilevel multilevel NOUN cana-4559 24 15 inverter inverter NOUN cana-4559 24 16 ( ( PUNCT cana-4559 24 17 cmli)-based cmli)-based ADJ cana-4559 24 18 grid grid NOUN cana-4559 24 19 integration integration NOUN cana-4559 24 20 system system NOUN cana-4559 24 21 for for ADP cana-4559 24 22 pv pv NOUN cana-4559 24 23 applications application NOUN cana-4559 24 24 . . PUNCT cana-4559 25 1 the the DET cana-4559 25 2 cmli cmli PROPN cana-4559 25 3 topology topology NOUN cana-4559 25 4 is be AUX cana-4559 25 5 capable capable ADJ cana-4559 25 6 of of ADP cana-4559 25 7 generating generate VERB cana-4559 25 8 high high ADJ cana-4559 25 9 - - PUNCT cana-4559 25 10 quality quality NOUN cana-4559 25 11 multilevel multilevel NOUN cana-4559 25 12 voltage voltage NOUN cana-4559 25 13 waveforms waveform NOUN cana-4559 25 14 , , PUNCT cana-4559 25 15 significantly significantly ADV cana-4559 25 16 reducing reduce VERB cana-4559 25 17 total total ADJ cana-4559 25 18 harmonic harmonic ADJ cana-4559 25 19 distortion distortion NOUN cana-4559 25 20 ( ( PUNCT cana-4559 25 21 thd thd NOUN cana-4559 25 22 ) ) PUNCT cana-4559 25 23 and and CCONJ cana-4559 25 24 improving improve VERB cana-4559 25 25 overall overall ADJ cana-4559 25 26 power power NOUN cana-4559 25 27 conversion conversion NOUN cana-4559 25 28 efficiency efficiency NOUN cana-4559 25 29 . . PUNCT cana-4559 26 1 furthermore furthermore ADV cana-4559 26 2 , , PUNCT cana-4559 26 3 to to PART cana-4559 26 4 optimize optimize VERB cana-4559 26 5 the the DET cana-4559 26 6 performance performance NOUN cana-4559 26 7 of of ADP cana-4559 26 8 the the DET cana-4559 26 9 pv pv NOUN cana-4559 26 10 system system NOUN cana-4559 26 11 , , PUNCT cana-4559 26 12 machine machine NOUN cana-4559 26 13 learning learning NOUN cana-4559 26 14 ( ( PUNCT cana-4559 26 15 ml ml NOUN cana-4559 26 16 ) ) PUNCT cana-4559 26 17 algorithms algorithm NOUN cana-4559 26 18 are be AUX cana-4559 26 19 incorporated incorporate VERB cana-4559 26 20 into into ADP cana-4559 26 21 the the DET cana-4559 26 22 control control NOUN cana-4559 26 23 strategy strategy NOUN cana-4559 26 24 to to PART cana-4559 26 25 enable enable VERB cana-4559 26 26 real real ADJ cana-4559 26 27 - - PUNCT cana-4559 26 28 time time NOUN cana-4559 26 29 adaptive adaptive ADJ cana-4559 26 30 adjustments adjustment NOUN cana-4559 26 31 , , PUNCT cana-4559 26 32 ensuring ensure VERB cana-4559 26 33 optimal optimal ADJ cana-4559 26 34 power power NOUN cana-4559 26 35 quality quality NOUN cana-4559 26 36 and and CCONJ cana-4559 26 37 stability[2527 stability[2527 NOUN cana-4559 26 38 ] ] X cana-4559 26 39 . . PUNCT cana-4559 27 1 2 2 X cana-4559 27 2 . . X cana-4559 27 3 research research NOUN cana-4559 27 4 objectives objective NOUN cana-4559 27 5 and and CCONJ cana-4559 27 6 contributions contribution NOUN cana-4559 27 7 the the DET cana-4559 27 8 primary primary ADJ cana-4559 27 9 objective objective NOUN cana-4559 27 10 of of ADP cana-4559 27 11 this this DET cana-4559 27 12 research research NOUN cana-4559 27 13 is be AUX cana-4559 27 14 to to PART cana-4559 27 15 enhance enhance VERB cana-4559 27 16 power power NOUN cana-4559 27 17 quality quality NOUN cana-4559 27 18 in in ADP cana-4559 27 19 pv pv NOUN cana-4559 27 20 grid grid NOUN cana-4559 27 21 integration integration NOUN cana-4559 27 22 systems system NOUN cana-4559 27 23 using use VERB cana-4559 27 24 a a DET cana-4559 27 25 cmli cmli ADV cana-4559 27 26 - - PUNCT cana-4559 27 27 based base VERB cana-4559 27 28 inverter inverter NOUN cana-4559 27 29 with with ADP cana-4559 27 30 ml ml NOUN cana-4559 27 31 - - PUNCT cana-4559 27 32 based base VERB cana-4559 27 33 control control NOUN cana-4559 27 34 . . PUNCT cana-4559 28 1 the the DET cana-4559 28 2 key key ADJ cana-4559 28 3 contributions contribution NOUN cana-4559 28 4 of of ADP cana-4559 28 5 this this DET cana-4559 28 6 study study NOUN cana-4559 28 7 include include VERB cana-4559 28 8 : : PUNCT cana-4559 28 9 creation creation NOUN cana-4559 28 10 of of ADP cana-4559 28 11 an an DET cana-4559 28 12 inverter inverter ADJ cana-4559 28 13 architecture architecture NOUN cana-4559 28 14 based base VERB cana-4559 28 15 on on ADP cana-4559 28 16 cmli cmli NOUN cana-4559 28 17 to to PART cana-4559 28 18 lower lower VERB cana-4559 28 19 thd thd NOUN cana-4559 28 20 and and CCONJ cana-4559 28 21 enhance enhance VERB cana-4559 28 22 waveform waveform VERB cana-4559 28 23 quality quality NOUN cana-4559 28 24 . . PUNCT cana-4559 29 1 ml ml PROPN cana-4559 29 2 algorithms algorithm NOUN cana-4559 29 3 are be AUX cana-4559 29 4 included include VERB cana-4559 29 5 for for ADP cana-4559 29 6 improved improved ADJ cana-4559 29 7 power power NOUN cana-4559 29 8 quality quality NOUN cana-4559 29 9 and and CCONJ cana-4559 29 10 real real ADJ cana-4559 29 11 - - PUNCT cana-4559 29 12 time time NOUN cana-4559 29 13 control control NOUN cana-4559 29 14 . . PUNCT cana-4559 30 1 inverter inverter ADJ cana-4559 30 2 switching switch VERB cana-4559 30 3 techniques technique NOUN cana-4559 30 4 are be AUX cana-4559 30 5 optimized optimize VERB cana-4559 30 6 to to PART cana-4559 30 7 reduce reduce VERB cana-4559 30 8 power power NOUN cana-4559 30 9 losses loss NOUN cana-4559 30 10 and and CCONJ cana-4559 30 11 increase increase VERB cana-4559 30 12 efficiency efficiency NOUN cana-4559 30 13 . . PUNCT cana-4559 31 1 simulations simulation NOUN cana-4559 31 2 are be AUX cana-4559 31 3 used use VERB cana-4559 31 4 for for ADP cana-4559 31 5 performance performance NOUN cana-4559 31 6 study study NOUN cana-4559 31 7 to to PART cana-4559 31 8 confirm confirm VERB cana-4559 31 9 that that SCONJ cana-4559 31 10 the the DET cana-4559 31 11 suggested suggest VERB cana-4559 31 12 solution solution NOUN cana-4559 31 13 improves improve VERB cana-4559 31 14 power power NOUN cana-4559 31 15 quality.the quality.the DET cana-4559 31 16 rest rest NOUN cana-4559 31 17 of of ADP cana-4559 31 18 the the DET cana-4559 31 19 paper paper NOUN cana-4559 31 20 is be AUX cana-4559 31 21 organized organize VERB cana-4559 31 22 as as SCONJ cana-4559 31 23 follows follow VERB cana-4559 31 24 : : PUNCT cana-4559 31 25 section section NOUN cana-4559 31 26 2 2 NUM cana-4559 31 27 provides provide VERB cana-4559 31 28 a a DET cana-4559 31 29 detailed detailed ADJ cana-4559 31 30 review review NOUN cana-4559 31 31 of of ADP cana-4559 31 32 related related ADJ cana-4559 31 33 works work NOUN cana-4559 31 34 in in ADP cana-4559 31 35 the the DET cana-4559 31 36 field field NOUN cana-4559 31 37 of of ADP cana-4559 31 38 pv pv ADJ cana-4559 31 39 grid grid NOUN cana-4559 31 40 integration integration NOUN cana-4559 31 41 , , PUNCT cana-4559 31 42 multilevel multilevel ADJ cana-4559 31 43 inverters inverter NOUN cana-4559 31 44 , , PUNCT cana-4559 31 45 and and CCONJ cana-4559 31 46 machine machine NOUN cana-4559 31 47 learning learning NOUN cana-4559 31 48 - - PUNCT cana-4559 31 49 based base VERB cana-4559 31 50 control control NOUN cana-4559 31 51 techniques technique NOUN cana-4559 31 52 . . PUNCT cana-4559 32 1 section section NOUN cana-4559 32 2 3 3 NUM cana-4559 32 3 describes describe VERB cana-4559 32 4 the the DET cana-4559 32 5 methodology methodology NOUN cana-4559 32 6 , , PUNCT cana-4559 32 7 including include VERB cana-4559 32 8 system system NOUN cana-4559 32 9 design design NOUN cana-4559 32 10 , , PUNCT cana-4559 32 11 cmli cmli ADJ cana-4559 32 12 topology topology NOUN cana-4559 32 13 , , PUNCT cana-4559 32 14 and and CCONJ cana-4559 32 15 machine machine NOUN cana-4559 32 16 learning learn VERB cana-4559 32 17 implementation implementation NOUN cana-4559 32 18 . . PUNCT cana-4559 33 1 section section NOUN cana-4559 33 2 4 4 NUM cana-4559 33 3 presents present NOUN cana-4559 33 4 simulation simulation NOUN cana-4559 33 5 results result NOUN cana-4559 33 6 , , PUNCT cana-4559 33 7 performance performance NOUN cana-4559 33 8 evaluation evaluation NOUN cana-4559 33 9 , , PUNCT cana-4559 33 10 and and CCONJ cana-4559 33 11 comparative comparative ADJ cana-4559 33 12 analysis analysis NOUN cana-4559 33 13 . . PUNCT cana-4559 34 1 section section NOUN cana-4559 34 2 5 5 NUM cana-4559 34 3 discusses discuss VERB cana-4559 34 4 the the DET cana-4559 34 5 key key ADJ cana-4559 34 6 findings finding NOUN cana-4559 34 7 , , PUNCT cana-4559 34 8 challenges challenge NOUN cana-4559 34 9 , , PUNCT cana-4559 34 10 and and CCONJ cana-4559 34 11 future future ADJ cana-4559 34 12 research research NOUN cana-4559 34 13 directions direction NOUN cana-4559 34 14 . . PUNCT cana-4559 35 1 section section NOUN cana-4559 35 2 6 6 NUM cana-4559 35 3 concludes conclude VERB cana-4559 35 4 the the DET cana-4559 35 5 study study NOUN cana-4559 35 6 with with ADP cana-4559 35 7 final final ADJ cana-4559 35 8 remarks remark NOUN cana-4559 35 9 on on ADP cana-4559 35 10 the the DET cana-4559 35 11 contributions contribution NOUN cana-4559 35 12 and and CCONJ cana-4559 35 13 potential potential ADJ cana-4559 35 14 impact impact NOUN cana-4559 35 15 of of ADP cana-4559 35 16 the the DET cana-4559 35 17 proposed propose VERB cana-4559 35 18 approach approach NOUN cana-4559 35 19 . . PUNCT cana-4559 36 1 3 3 X cana-4559 36 2 . . X cana-4559 36 3 literature literature PROPN cana-4559 36 4 review review VERB cana-4559 36 5 numerous numerous ADJ cana-4559 36 6 studies study NOUN cana-4559 36 7 have have AUX cana-4559 36 8 explored explore VERB cana-4559 36 9 power power NOUN cana-4559 36 10 quality quality NOUN cana-4559 36 11 issues issue NOUN cana-4559 36 12 in in ADP cana-4559 36 13 pv pv NOUN cana-4559 36 14 grid grid NOUN cana-4559 36 15 integration integration NOUN cana-4559 36 16 . . PUNCT cana-4559 37 1 traditional traditional ADJ cana-4559 37 2 inverter inverter NOUN cana-4559 37 3 - - PUNCT cana-4559 37 4 based base VERB cana-4559 37 5 systems system NOUN cana-4559 37 6 , , PUNCT cana-4559 37 7 such such ADJ cana-4559 37 8 as as ADP cana-4559 37 9 pulse pulse NOUN cana-4559 37 10 - - PUNCT cana-4559 37 11 width width NOUN cana-4559 37 12 modulation modulation NOUN cana-4559 37 13 ( ( PUNCT cana-4559 37 14 pwm pwm NOUN cana-4559 37 15 ) ) PUNCT cana-4559 37 16 inverters inverter NOUN cana-4559 37 17 , , PUNCT cana-4559 37 18 often often ADV cana-4559 37 19 suffer suffer VERB cana-4559 37 20 from from ADP cana-4559 37 21 harmonic harmonic ADJ cana-4559 37 22 distortions distortion NOUN cana-4559 37 23 and and CCONJ cana-4559 37 24 low low ADJ cana-4559 37 25 efficiency efficiency NOUN cana-4559 37 26 . . PUNCT cana-4559 38 1 the the DET cana-4559 38 2 cmli cmli PROPN cana-4559 38 3 topology topology NOUN cana-4559 38 4 has have AUX cana-4559 38 5 gained gain VERB cana-4559 38 6 attention attention NOUN cana-4559 38 7 due due ADP cana-4559 38 8 to to ADP cana-4559 38 9 its its PRON cana-4559 38 10 ability ability NOUN cana-4559 38 11 to to PART cana-4559 38 12 synthesize synthesize VERB cana-4559 38 13 a a DET cana-4559 38 14 near near ADJ cana-4559 38 15 - - PUNCT cana-4559 38 16 sinusoidal sinusoidal NOUN cana-4559 38 17 output output NOUN cana-4559 38 18 waveform waveform VERB cana-4559 38 19 with with ADP cana-4559 38 20 lower low ADJ cana-4559 38 21 total total ADJ cana-4559 38 22 harmonic harmonic ADJ cana-4559 38 23 distortion distortion NOUN cana-4559 38 24 ( ( PUNCT cana-4559 38 25 thd thd NOUN cana-4559 38 26 ) ) PUNCT cana-4559 38 27 . . PUNCT cana-4559 39 1 recent recent ADJ cana-4559 39 2 advancements advancement NOUN cana-4559 39 3 in in ADP cana-4559 39 4 ml ml ADP cana-4559 39 5 algorithms algorithm NOUN cana-4559 39 6 have have AUX cana-4559 39 7 enabled enable VERB cana-4559 39 8 predictive predictive ADJ cana-4559 39 9 control control NOUN cana-4559 39 10 strategies strategy NOUN cana-4559 39 11 for for ADP cana-4559 39 12 optimizing optimize VERB cana-4559 39 13 inverter inverter ADJ cana-4559 39 14 performance performance NOUN cana-4559 39 15 . . PUNCT cana-4559 40 1 various various ADJ cana-4559 40 2 ml ml NOUN cana-4559 40 3 techniques technique NOUN cana-4559 40 4 , , PUNCT cana-4559 40 5 including include VERB cana-4559 40 6 artificial artificial ADJ cana-4559 40 7 neural neural ADJ cana-4559 40 8 networks network NOUN cana-4559 40 9 ( ( PUNCT cana-4559 40 10 anns anns PROPN cana-4559 40 11 ) ) PUNCT cana-4559 40 12 , , PUNCT cana-4559 40 13 support support VERB cana-4559 40 14 vector vector NOUN cana-4559 40 15 machines machine NOUN cana-4559 40 16 ( ( PUNCT cana-4559 40 17 svms svms NOUN cana-4559 40 18 ) ) PUNCT cana-4559 40 19 , , PUNCT cana-4559 40 20 and and CCONJ cana-4559 40 21 reinforcement reinforcement NOUN cana-4559 40 22 learning learning NOUN cana-4559 40 23 ( ( PUNCT cana-4559 40 24 rl rl NOUN cana-4559 40 25 ) ) PUNCT cana-4559 40 26 , , PUNCT cana-4559 40 27 have have AUX cana-4559 40 28 been be AUX cana-4559 40 29 explored explore VERB cana-4559 40 30 for for ADP cana-4559 40 31 improving improve VERB cana-4559 40 32 grid grid NOUN cana-4559 40 33 stability stability NOUN cana-4559 40 34 and and CCONJ cana-4559 40 35 power power NOUN cana-4559 40 36 quality quality NOUN cana-4559 40 37 . . PUNCT cana-4559 41 1 the the DET cana-4559 41 2 increasing increase VERB cana-4559 41 3 adoption adoption NOUN cana-4559 41 4 of of ADP cana-4559 41 5 grid grid NOUN cana-4559 41 6 - - PUNCT cana-4559 41 7 connected connect VERB cana-4559 41 8 photovoltaic photovoltaic NOUN cana-4559 41 9 ( ( PUNCT cana-4559 41 10 pv pv NOUN cana-4559 41 11 ) ) PUNCT cana-4559 41 12 systems system NOUN cana-4559 41 13 has have AUX cana-4559 41 14 introduced introduce VERB cana-4559 41 15 several several ADJ cana-4559 41 16 power power NOUN cana-4559 41 17 quality quality NOUN cana-4559 41 18 issues issue NOUN cana-4559 41 19 , , PUNCT cana-4559 41 20 including include VERB cana-4559 41 21 harmonics harmonic NOUN cana-4559 41 22 , , PUNCT cana-4559 41 23 voltage voltage NOUN cana-4559 41 24 instability instability NOUN cana-4559 41 25 , , PUNCT cana-4559 41 26 and and CCONJ cana-4559 41 27 reactive reactive ADJ cana-4559 41 28 power power NOUN cana-4559 41 29 imbalance imbalance NOUN cana-4559 41 30 [ [ X cana-4559 41 31 1 1 NUM cana-4559 41 32 ] ] PUNCT cana-4559 41 33 . . PUNCT cana-4559 42 1 conventional conventional ADJ cana-4559 42 2 inverters inverter NOUN cana-4559 42 3 used use VERB cana-4559 42 4 in in ADP cana-4559 42 5 pv pv NOUN cana-4559 42 6 integration integration NOUN cana-4559 42 7 often often ADV cana-4559 42 8 generate generate VERB cana-4559 42 9 significant significant ADJ cana-4559 42 10 total total ADJ cana-4559 42 11 harmonic harmonic ADJ cana-4559 42 12 distortion distortion NOUN cana-4559 42 13 ( ( PUNCT cana-4559 42 14 thd thd NOUN cana-4559 42 15 ) ) PUNCT cana-4559 42 16 , , PUNCT cana-4559 42 17 necessitating necessitate VERB cana-4559 42 18 advanced advanced ADJ cana-4559 42 19 control control NOUN cana-4559 42 20 strategies strategy NOUN cana-4559 42 21 to to PART cana-4559 42 22 ensure ensure VERB cana-4559 42 23 grid grid NOUN cana-4559 42 24 communications communication NOUN cana-4559 42 25 on on ADP cana-4559 42 26 applied apply VERB cana-4559 42 27 nonlinear nonlinear ADJ cana-4559 42 28 analysis analysis NOUN cana-4559 42 29 issn issn NOUN cana-4559 42 30 : : PUNCT cana-4559 42 31 1074 1074 NUM cana-4559 42 32 - - PUNCT cana-4559 42 33 133x 133x NUM cana-4559 42 34 vol vol NOUN cana-4559 42 35 32 32 NUM cana-4559 42 36 no no NOUN cana-4559 42 37 . . PUNCT cana-4559 43 1 9s 9s NUM cana-4559 43 2 ( ( PUNCT cana-4559 43 3 2025 2025 NUM cana-4559 43 4 ) ) PUNCT cana-4559 43 5 2543 2543 NUM cana-4559 43 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 43 7 stability stability NOUN cana-4559 43 8 [ [ X cana-4559 43 9 2 2 NUM cana-4559 43 10 ] ] PUNCT cana-4559 43 11 . . PUNCT cana-4559 44 1 several several ADJ cana-4559 44 2 studies study NOUN cana-4559 44 3 have have AUX cana-4559 44 4 proposed propose VERB cana-4559 44 5 multilevel multilevel ADJ cana-4559 44 6 inverter inverter NOUN cana-4559 44 7 ( ( PUNCT cana-4559 44 8 mli mli PROPN cana-4559 44 9 ) ) PUNCT cana-4559 44 10 topologies topology NOUN cana-4559 44 11 and and CCONJ cana-4559 44 12 machine machine NOUN cana-4559 44 13 learning learning NOUN cana-4559 44 14 ( ( PUNCT cana-4559 44 15 ml)-based ml)-base VERB cana-4559 44 16 optimization optimization NOUN cana-4559 44 17 techniques technique NOUN cana-4559 44 18 to to PART cana-4559 44 19 enhance enhance VERB cana-4559 44 20 power power NOUN cana-4559 44 21 quality quality NOUN cana-4559 44 22 in in ADP cana-4559 44 23 pv pv PROPN cana-4559 44 24 systems system NOUN cana-4559 44 25 . . PUNCT cana-4559 45 1 multilevel multilevel ADJ cana-4559 45 2 inverters inverter NOUN cana-4559 45 3 ( ( PUNCT cana-4559 45 4 mlis mlis PROPN cana-4559 45 5 ) ) PUNCT cana-4559 45 6 have have AUX cana-4559 45 7 gained gain VERB cana-4559 45 8 popularity popularity NOUN cana-4559 45 9 due due ADP cana-4559 45 10 to to ADP cana-4559 45 11 their their PRON cana-4559 45 12 ability ability NOUN cana-4559 45 13 to to PART cana-4559 45 14 generate generate VERB cana-4559 45 15 near near ADJ cana-4559 45 16 - - PUNCT cana-4559 45 17 sinusoidal sinusoidal NOUN cana-4559 45 18 waveforms waveform VERB cana-4559 45 19 with with ADP cana-4559 45 20 reduced reduce VERB cana-4559 45 21 harmonic harmonic ADJ cana-4559 45 22 distortions distortion NOUN cana-4559 45 23 . . PUNCT cana-4559 46 1 among among ADP cana-4559 46 2 various various ADJ cana-4559 46 3 mli mli PROPN cana-4559 46 4 topologies topology NOUN cana-4559 46 5 , , PUNCT cana-4559 46 6 the the DET cana-4559 46 7 cascaded cascade VERB cana-4559 46 8 hbridge hbridge NOUN cana-4559 46 9 multilevel multilevel PROPN cana-4559 46 10 inverter inverter NOUN cana-4559 46 11 ( ( PUNCT cana-4559 46 12 cmli cmli ADJ cana-4559 46 13 ) ) PUNCT cana-4559 46 14 is be AUX cana-4559 46 15 widely widely ADV cana-4559 46 16 used use VERB cana-4559 46 17 in in ADP cana-4559 46 18 pv pv PROPN cana-4559 46 19 systems system NOUN cana-4559 46 20 due due ADP cana-4559 46 21 to to ADP cana-4559 46 22 its its PRON cana-4559 46 23 modular modular ADJ cana-4559 46 24 structure structure NOUN cana-4559 46 25 , , PUNCT cana-4559 46 26 scalability scalability NOUN cana-4559 46 27 , , PUNCT cana-4559 46 28 and and CCONJ cana-4559 46 29 lower low ADJ cana-4559 46 30 switching switching NOUN cana-4559 46 31 losses loss NOUN cana-4559 46 32 [ [ X cana-4559 46 33 3 3 NUM cana-4559 46 34 ] ] PUNCT cana-4559 46 35 . . PUNCT cana-4559 47 1 studies study NOUN cana-4559 47 2 have have AUX cana-4559 47 3 demonstrated demonstrate VERB cana-4559 47 4 that that PRON cana-4559 47 5 cmli cmli NOUN cana-4559 47 6 significantly significantly ADV cana-4559 47 7 improves improve VERB cana-4559 47 8 power power NOUN cana-4559 47 9 conversion conversion NOUN cana-4559 47 10 efficiency efficiency NOUN cana-4559 47 11 and and CCONJ cana-4559 47 12 voltage voltage NOUN cana-4559 47 13 quality quality NOUN cana-4559 47 14 compared compare VERB cana-4559 47 15 to to ADP cana-4559 47 16 traditional traditional ADJ cana-4559 47 17 two two NUM cana-4559 47 18 - - PUNCT cana-4559 47 19 level level NOUN cana-4559 47 20 inverters inverter NOUN cana-4559 48 1 [ [ X cana-4559 48 2 4 4 NUM cana-4559 48 3 ] ] PUNCT cana-4559 48 4 . . PUNCT cana-4559 49 1 research research NOUN cana-4559 49 2 by by ADP cana-4559 49 3 gupta gupta PROPN cana-4559 49 4 et et PROPN cana-4559 49 5 al al PROPN cana-4559 49 6 . . PUNCT cana-4559 50 1 [ [ X cana-4559 50 2 5 5 NUM cana-4559 50 3 ] ] PUNCT cana-4559 50 4 analyzed analyze VERB cana-4559 50 5 the the DET cana-4559 50 6 performance performance NOUN cana-4559 50 7 of of ADP cana-4559 50 8 neutral neutral ADJ cana-4559 50 9 point point NOUN cana-4559 50 10 clamped clamp VERB cana-4559 50 11 ( ( PUNCT cana-4559 50 12 npc npc NOUN cana-4559 50 13 ) ) PUNCT cana-4559 50 14 inverters inverter NOUN cana-4559 50 15 , , PUNCT cana-4559 50 16 flying fly VERB cana-4559 50 17 capacitor capacitor NOUN cana-4559 50 18 ( ( PUNCT cana-4559 50 19 fc fc INTJ cana-4559 50 20 ) ) PUNCT cana-4559 50 21 inverters inverter NOUN cana-4559 50 22 , , PUNCT cana-4559 50 23 and and CCONJ cana-4559 50 24 cascaded cascade VERB cana-4559 50 25 h h NOUN cana-4559 50 26 - - PUNCT cana-4559 50 27 bridge bridge NOUN cana-4559 50 28 ( ( PUNCT cana-4559 50 29 chb chb NOUN cana-4559 50 30 ) ) PUNCT cana-4559 50 31 inverters inverter NOUN cana-4559 50 32 for for ADP cana-4559 50 33 grid grid NOUN cana-4559 50 34 - - PUNCT cana-4559 50 35 connected connect VERB cana-4559 50 36 applications application NOUN cana-4559 50 37 . . PUNCT cana-4559 51 1 the the DET cana-4559 51 2 study study NOUN cana-4559 51 3 found find VERB cana-4559 51 4 that that SCONJ cana-4559 51 5 chb chb NOUN cana-4559 51 6 inverters inverter NOUN cana-4559 51 7 provided provide VERB cana-4559 51 8 the the DET cana-4559 51 9 best good ADJ cana-4559 51 10 power power NOUN cana-4559 51 11 quality quality NOUN cana-4559 51 12 performance performance NOUN cana-4559 51 13 , , PUNCT cana-4559 51 14 with with ADP cana-4559 51 15 thd thd PROPN cana-4559 51 16 values value NOUN cana-4559 51 17 below below ADP cana-4559 51 18 3 3 NUM cana-4559 51 19 % % NOUN cana-4559 51 20 , , PUNCT cana-4559 51 21 meeting meet VERB cana-4559 51 22 ieee-519 ieee-519 ADJ cana-4559 51 23 standards standard NOUN cana-4559 51 24 . . PUNCT cana-4559 52 1 saravanan saravanan PROPN cana-4559 52 2 et et PROPN cana-4559 52 3 al al PROPN cana-4559 52 4 . . PUNCT cana-4559 53 1 [ [ X cana-4559 53 2 6 6 NUM cana-4559 53 3 ] ] PUNCT cana-4559 53 4 further further ADJ cana-4559 53 5 optimized optimize VERB cana-4559 53 6 switching switching NOUN cana-4559 53 7 strategies strategy NOUN cana-4559 53 8 to to PART cana-4559 53 9 minimize minimize VERB cana-4559 53 10 switching switch VERB cana-4559 53 11 losses loss NOUN cana-4559 53 12 and and CCONJ cana-4559 53 13 improve improve VERB cana-4559 53 14 voltage voltage NOUN cana-4559 53 15 regulation regulation NOUN cana-4559 53 16 , , PUNCT cana-4559 53 17 highlighting highlight VERB cana-4559 53 18 the the DET cana-4559 53 19 importance importance NOUN cana-4559 53 20 of of ADP cana-4559 53 21 advanced advanced ADJ cana-4559 53 22 pulse pulse NOUN cana-4559 53 23 width width ADJ cana-4559 53 24 modulation modulation NOUN cana-4559 53 25 ( ( PUNCT cana-4559 53 26 pwm pwm NOUN cana-4559 53 27 ) ) PUNCT cana-4559 53 28 techniques technique NOUN cana-4559 53 29 . . PUNCT cana-4559 54 1 machine machine NOUN cana-4559 54 2 learning learning NOUN cana-4559 54 3 ( ( PUNCT cana-4559 54 4 ml ml NOUN cana-4559 54 5 ) ) PUNCT cana-4559 54 6 algorithms algorithm NOUN cana-4559 54 7 have have AUX cana-4559 54 8 been be AUX cana-4559 54 9 increasingly increasingly ADV cana-4559 54 10 applied apply VERB cana-4559 54 11 in in ADP cana-4559 54 12 power power NOUN cana-4559 54 13 systems system NOUN cana-4559 54 14 to to PART cana-4559 54 15 enhance enhance VERB cana-4559 54 16 grid grid NOUN cana-4559 54 17 stability stability NOUN cana-4559 54 18 , , PUNCT cana-4559 54 19 fault fault VERB cana-4559 54 20 detection detection NOUN cana-4559 54 21 , , PUNCT cana-4559 54 22 and and CCONJ cana-4559 54 23 power power NOUN cana-4559 54 24 quality quality NOUN cana-4559 54 25 regulation regulation NOUN cana-4559 54 26 [ [ X cana-4559 54 27 7 7 NUM cana-4559 54 28 ] ] PUNCT cana-4559 54 29 . . PUNCT cana-4559 55 1 ml ml NOUN cana-4559 55 2 techniques technique NOUN cana-4559 55 3 , , PUNCT cana-4559 55 4 including include VERB cana-4559 55 5 artificial artificial ADJ cana-4559 55 6 neural neural ADJ cana-4559 55 7 networks network NOUN cana-4559 55 8 ( ( PUNCT cana-4559 55 9 anns anns PROPN cana-4559 55 10 ) ) PUNCT cana-4559 55 11 , , PUNCT cana-4559 55 12 support support VERB cana-4559 55 13 vector vector NOUN cana-4559 55 14 machines machine NOUN cana-4559 55 15 ( ( PUNCT cana-4559 55 16 svms svms NOUN cana-4559 55 17 ) ) PUNCT cana-4559 55 18 , , PUNCT cana-4559 55 19 and and CCONJ cana-4559 55 20 reinforcement reinforcement NOUN cana-4559 55 21 learning learning NOUN cana-4559 55 22 ( ( PUNCT cana-4559 55 23 rl rl NOUN cana-4559 55 24 ) ) PUNCT cana-4559 55 25 , , PUNCT cana-4559 55 26 have have AUX cana-4559 55 27 been be AUX cana-4559 55 28 used use VERB cana-4559 55 29 to to PART cana-4559 55 30 optimize optimize VERB cana-4559 55 31 inverter inverter ADJ cana-4559 55 32 performance performance NOUN cana-4559 55 33 . . PUNCT cana-4559 56 1 artificial artificial ADJ cana-4559 56 2 neural neural ADJ cana-4559 56 3 networks network NOUN cana-4559 56 4 ( ( PUNCT cana-4559 56 5 anns anns PROPN cana-4559 56 6 ) ) PUNCT cana-4559 56 7 have have AUX cana-4559 56 8 been be AUX cana-4559 56 9 widely widely ADV cana-4559 56 10 implemented implement VERB cana-4559 56 11 in in ADP cana-4559 56 12 power power NOUN cana-4559 56 13 electronics electronic NOUN cana-4559 56 14 for for ADP cana-4559 56 15 real real ADJ cana-4559 56 16 - - PUNCT cana-4559 56 17 time time NOUN cana-4559 56 18 voltage voltage NOUN cana-4559 56 19 regulation regulation NOUN cana-4559 56 20 and and CCONJ cana-4559 56 21 harmonic harmonic ADJ cana-4559 56 22 mitigation mitigation NOUN cana-4559 56 23 . . PUNCT cana-4559 57 1 reddy reddy PROPN cana-4559 57 2 et et PROPN cana-4559 57 3 al al PROPN cana-4559 57 4 . . PUNCT cana-4559 58 1 [ [ X cana-4559 58 2 8 8 NUM cana-4559 58 3 ] ] PUNCT cana-4559 58 4 demonstrated demonstrate VERB cana-4559 58 5 an an DET cana-4559 58 6 ann ann PROPN cana-4559 58 7 - - PUNCT cana-4559 58 8 based base VERB cana-4559 58 9 control control NOUN cana-4559 58 10 strategy strategy NOUN cana-4559 58 11 that that PRON cana-4559 58 12 dynamically dynamically ADV cana-4559 58 13 adjusted adjust VERB cana-4559 58 14 inverter inverter ADJ cana-4559 58 15 parameters parameter NOUN cana-4559 58 16 to to PART cana-4559 58 17 compensate compensate VERB cana-4559 58 18 for for ADP cana-4559 58 19 voltage voltage NOUN cana-4559 58 20 fluctuations fluctuation NOUN cana-4559 58 21 and and CCONJ cana-4559 58 22 minimize minimize VERB cana-4559 58 23 harmonics harmonic NOUN cana-4559 58 24 in in ADP cana-4559 58 25 a a DET cana-4559 58 26 grid grid NOUN cana-4559 58 27 - - PUNCT cana-4559 58 28 connected connect VERB cana-4559 58 29 pv pv NOUN cana-4559 58 30 system system NOUN cana-4559 58 31 . . PUNCT cana-4559 59 1 their their PRON cana-4559 59 2 study study NOUN cana-4559 59 3 showed show VERB cana-4559 59 4 that that SCONJ cana-4559 59 5 ann ann PROPN cana-4559 59 6 - - PUNCT cana-4559 59 7 based base VERB cana-4559 59 8 controllers controller NOUN cana-4559 59 9 outperformed outperform VERB cana-4559 59 10 conventional conventional ADJ cana-4559 59 11 proportional proportional ADJ cana-4559 59 12 - - PUNCT cana-4559 59 13 integral integral ADJ cana-4559 59 14 ( ( PUNCT cana-4559 59 15 pi pi NOUN cana-4559 59 16 ) ) PUNCT cana-4559 59 17 controllers controller NOUN cana-4559 59 18 in in ADP cana-4559 59 19 terms term NOUN cana-4559 59 20 of of ADP cana-4559 59 21 response response NOUN cana-4559 59 22 time time NOUN cana-4559 59 23 and and CCONJ cana-4559 59 24 accuracy accuracy NOUN cana-4559 59 25 . . PUNCT cana-4559 60 1 svms svms NOUN cana-4559 60 2 have have AUX cana-4559 60 3 been be AUX cana-4559 60 4 effectively effectively ADV cana-4559 60 5 used use VERB cana-4559 60 6 for for ADP cana-4559 60 7 fault fault NOUN cana-4559 60 8 detection detection NOUN cana-4559 60 9 and and CCONJ cana-4559 60 10 classification classification NOUN cana-4559 60 11 in in ADP cana-4559 60 12 power power NOUN cana-4559 60 13 systems system NOUN cana-4559 60 14 . . PUNCT cana-4559 61 1 a a DET cana-4559 61 2 study study NOUN cana-4559 61 3 by by ADP cana-4559 61 4 kumar kumar PROPN cana-4559 61 5 and and CCONJ cana-4559 61 6 singh singh PROPN cana-4559 62 1 [ [ X cana-4559 62 2 9 9 NUM cana-4559 62 3 ] ] PUNCT cana-4559 62 4 proposed propose VERB cana-4559 62 5 an an DET cana-4559 62 6 svm svm PROPN cana-4559 62 7 - - PUNCT cana-4559 62 8 based base VERB cana-4559 62 9 fault fault NOUN cana-4559 62 10 detection detection NOUN cana-4559 62 11 mechanism mechanism NOUN cana-4559 62 12 for for ADP cana-4559 62 13 grid grid NOUN cana-4559 62 14 - - PUNCT cana-4559 62 15 connected connect VERB cana-4559 62 16 pv pv NOUN cana-4559 62 17 systems system NOUN cana-4559 62 18 , , PUNCT cana-4559 62 19 enabling enable VERB cana-4559 62 20 real real ADJ cana-4559 62 21 - - PUNCT cana-4559 62 22 time time NOUN cana-4559 62 23 identification identification NOUN cana-4559 62 24 of of ADP cana-4559 62 25 voltage voltage NOUN cana-4559 62 26 sags sag NOUN cana-4559 62 27 , , PUNCT cana-4559 62 28 frequency frequency NOUN cana-4559 62 29 deviations deviation NOUN cana-4559 62 30 , , PUNCT cana-4559 62 31 and and CCONJ cana-4559 62 32 harmonic harmonic ADJ cana-4559 62 33 distortions distortion NOUN cana-4559 62 34 . . PUNCT cana-4559 63 1 the the DET cana-4559 63 2 implementation implementation NOUN cana-4559 63 3 of of ADP cana-4559 63 4 svm svm ADJ cana-4559 63 5 classifiers classifier NOUN cana-4559 63 6 improved improve VERB cana-4559 63 7 the the DET cana-4559 63 8 reliability reliability NOUN cana-4559 63 9 of of ADP cana-4559 63 10 pv pv NOUN cana-4559 63 11 systems system NOUN cana-4559 63 12 by by ADP cana-4559 63 13 reducing reduce VERB cana-4559 63 14 fault fault NOUN cana-4559 63 15 detection detection NOUN cana-4559 63 16 time time NOUN cana-4559 63 17 by by ADP cana-4559 63 18 35 35 NUM cana-4559 63 19 % % NOUN cana-4559 63 20 compared compare VERB cana-4559 63 21 to to ADP cana-4559 63 22 traditional traditional ADJ cana-4559 63 23 methods method NOUN cana-4559 63 24 . . PUNCT cana-4559 64 1 reinforcement reinforcement NOUN cana-4559 64 2 learning learning NOUN cana-4559 64 3 ( ( PUNCT cana-4559 64 4 rl rl NOUN cana-4559 64 5 ) ) PUNCT cana-4559 64 6 has have AUX cana-4559 64 7 emerged emerge VERB cana-4559 64 8 as as ADP cana-4559 64 9 a a DET cana-4559 64 10 powerful powerful ADJ cana-4559 64 11 technique technique NOUN cana-4559 64 12 for for ADP cana-4559 64 13 adaptive adaptive ADJ cana-4559 64 14 power power NOUN cana-4559 64 15 quality quality NOUN cana-4559 64 16 management management NOUN cana-4559 64 17 . . PUNCT cana-4559 65 1 chen chen PROPN cana-4559 65 2 et et PROPN cana-4559 65 3 al al PROPN cana-4559 65 4 . . PUNCT cana-4559 66 1 [ [ X cana-4559 66 2 10 10 NUM cana-4559 66 3 ] ] PUNCT cana-4559 66 4 introduced introduce VERB cana-4559 66 5 an an DET cana-4559 66 6 rl rl NOUN cana-4559 66 7 - - PUNCT cana-4559 66 8 based base VERB cana-4559 66 9 reactive reactive ADJ cana-4559 66 10 power power NOUN cana-4559 66 11 compensation compensation NOUN cana-4559 66 12 strategy strategy NOUN cana-4559 66 13 , , PUNCT cana-4559 66 14 optimizing optimize VERB cana-4559 66 15 power power NOUN cana-4559 66 16 factor factor NOUN cana-4559 66 17 correction correction NOUN cana-4559 66 18 and and CCONJ cana-4559 66 19 improving improve VERB cana-4559 66 20 grid grid NOUN cana-4559 66 21 synchronization synchronization NOUN cana-4559 66 22 . . PUNCT cana-4559 67 1 their their PRON cana-4559 67 2 results result NOUN cana-4559 67 3 indicated indicate VERB cana-4559 67 4 a a DET cana-4559 67 5 20 20 NUM cana-4559 67 6 % % NOUN cana-4559 67 7 reduction reduction NOUN cana-4559 67 8 in in ADP cana-4559 67 9 reactive reactive ADJ cana-4559 67 10 power power NOUN cana-4559 67 11 losses loss NOUN cana-4559 67 12 , , PUNCT cana-4559 67 13 leading lead VERB cana-4559 67 14 to to ADP cana-4559 67 15 enhanced enhanced ADJ cana-4559 67 16 power power NOUN cana-4559 67 17 quality quality NOUN cana-4559 67 18 and and CCONJ cana-4559 67 19 grid grid NOUN cana-4559 67 20 efficiency efficiency NOUN cana-4559 67 21 . . PUNCT cana-4559 68 1 several several ADJ cana-4559 68 2 studies study NOUN cana-4559 68 3 have have AUX cana-4559 68 4 compared compare VERB cana-4559 68 5 different different ADJ cana-4559 68 6 ml ml NOUN cana-4559 68 7 algorithms algorithm NOUN cana-4559 68 8 for for ADP cana-4559 68 9 power power NOUN cana-4559 68 10 quality quality NOUN cana-4559 68 11 enhancement enhancement NOUN cana-4559 68 12 in in ADP cana-4559 68 13 pv pv PROPN cana-4559 68 14 systems system NOUN cana-4559 68 15 . . PUNCT cana-4559 69 1 patel patel PROPN cana-4559 69 2 et et PROPN cana-4559 69 3 al al PROPN cana-4559 69 4 . . PUNCT cana-4559 70 1 [ [ X cana-4559 70 2 11 11 NUM cana-4559 70 3 ] ] PUNCT cana-4559 70 4 conducted conduct VERB cana-4559 70 5 a a DET cana-4559 70 6 comparative comparative ADJ cana-4559 70 7 study study NOUN cana-4559 70 8 of of ADP cana-4559 70 9 ann ann PROPN cana-4559 70 10 , , PUNCT cana-4559 70 11 svm svm PROPN cana-4559 70 12 , , PUNCT cana-4559 70 13 and and CCONJ cana-4559 70 14 rl rl NOUN cana-4559 70 15 - - PUNCT cana-4559 70 16 based base VERB cana-4559 70 17 control control NOUN cana-4559 70 18 strategies strategy NOUN cana-4559 70 19 , , PUNCT cana-4559 70 20 highlighting highlight VERB cana-4559 70 21 the the DET cana-4559 70 22 strengths strength NOUN cana-4559 70 23 and and CCONJ cana-4559 70 24 limitations limitation NOUN cana-4559 70 25 of of ADP cana-4559 70 26 each each DET cana-4559 70 27 technique technique NOUN cana-4559 70 28 . . PUNCT cana-4559 71 1 their their PRON cana-4559 71 2 findings finding NOUN cana-4559 71 3 suggest suggest VERB cana-4559 71 4 that that SCONJ cana-4559 71 5 : : PUNCT cana-4559 71 6 anns ann NOUN cana-4559 71 7 are be AUX cana-4559 71 8 highly highly ADV cana-4559 71 9 effective effective ADJ cana-4559 71 10 for for ADP cana-4559 71 11 voltage voltage NOUN cana-4559 71 12 regulation regulation NOUN cana-4559 71 13 and and CCONJ cana-4559 71 14 harmonic harmonic ADJ cana-4559 71 15 compensation compensation NOUN cana-4559 71 16 but but CCONJ cana-4559 71 17 require require VERB cana-4559 71 18 extensive extensive ADJ cana-4559 71 19 training training NOUN cana-4559 71 20 data datum NOUN cana-4559 71 21 . . PUNCT cana-4559 72 1 svms svms NOUN cana-4559 72 2 provide provide VERB cana-4559 72 3 fast fast ADJ cana-4559 72 4 and and CCONJ cana-4559 72 5 reliable reliable ADJ cana-4559 72 6 fault fault NOUN cana-4559 72 7 detection detection NOUN cana-4559 72 8 but but CCONJ cana-4559 72 9 struggle struggle VERB cana-4559 72 10 with with ADP cana-4559 72 11 real real ADJ cana-4559 72 12 - - PUNCT cana-4559 72 13 time time NOUN cana-4559 72 14 adaptability adaptability NOUN cana-4559 72 15 . . PUNCT cana-4559 73 1 rl rl VERB cana-4559 73 2 - - PUNCT cana-4559 73 3 based base VERB cana-4559 73 4 controllers controller NOUN cana-4559 73 5 offer offer VERB cana-4559 73 6 dynamic dynamic ADJ cana-4559 73 7 optimization optimization NOUN cana-4559 73 8 but but CCONJ cana-4559 73 9 require require VERB cana-4559 73 10 high high ADJ cana-4559 73 11 computational computational ADJ cana-4559 73 12 resources resource NOUN cana-4559 73 13 . . PUNCT cana-4559 74 1 communications communication NOUN cana-4559 74 2 on on ADP cana-4559 74 3 applied apply VERB cana-4559 74 4 nonlinear nonlinear ADJ cana-4559 74 5 analysis analysis NOUN cana-4559 74 6 issn issn NOUN cana-4559 74 7 : : PUNCT cana-4559 74 8 1074 1074 NUM cana-4559 74 9 - - PUNCT cana-4559 74 10 133x 133x NUM cana-4559 74 11 vol vol NOUN cana-4559 74 12 32 32 NUM cana-4559 74 13 no no NOUN cana-4559 74 14 . . PUNCT cana-4559 75 1 9s 9s NUM cana-4559 75 2 ( ( PUNCT cana-4559 75 3 2025 2025 NUM cana-4559 75 4 ) ) PUNCT cana-4559 75 5 2544 2544 NUM cana-4559 75 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 75 7 4 4 X cana-4559 75 8 . . PUNCT cana-4559 75 9 research research NOUN cana-4559 75 10 methodology methodology NOUN cana-4559 75 11 this this DET cana-4559 75 12 research research NOUN cana-4559 75 13 aims aim VERB cana-4559 75 14 to to PART cana-4559 75 15 address address VERB cana-4559 75 16 these these DET cana-4559 75 17 gaps gap NOUN cana-4559 75 18 by by ADP cana-4559 75 19 proposing propose VERB cana-4559 75 20 a a DET cana-4559 75 21 hybrid hybrid ADJ cana-4559 75 22 ml ml NOUN cana-4559 75 23 - - PUNCT cana-4559 75 24 based base VERB cana-4559 75 25 control control NOUN cana-4559 75 26 system system NOUN cana-4559 75 27 for for ADP cana-4559 75 28 cmlibased cmlibase VERB cana-4559 75 29 pv pv NOUN cana-4559 75 30 grid grid NOUN cana-4559 75 31 integration integration NOUN cana-4559 75 32 , , PUNCT cana-4559 75 33 ensuring ensure VERB cana-4559 75 34 real real ADJ cana-4559 75 35 - - PUNCT cana-4559 75 36 time time NOUN cana-4559 75 37 adaptability adaptability NOUN cana-4559 75 38 , , PUNCT cana-4559 75 39 enhanced enhance VERB cana-4559 75 40 power power NOUN cana-4559 75 41 quality quality NOUN cana-4559 75 42 , , PUNCT cana-4559 75 43 and and CCONJ cana-4559 75 44 scalability scalability NOUN cana-4559 75 45 for for ADP cana-4559 75 46 future future ADJ cana-4559 75 47 smart smart ADJ cana-4559 75 48 grids grid NOUN cana-4559 75 49 . . PUNCT cana-4559 76 1 artificial artificial ADJ cana-4559 76 2 neural neural ADJ cana-4559 76 3 networks network NOUN cana-4559 76 4 ( ( PUNCT cana-4559 76 5 anns anns PROPN cana-4559 76 6 ) ) PUNCT cana-4559 76 7 have have AUX cana-4559 76 8 revolutionized revolutionize VERB cana-4559 76 9 the the DET cana-4559 76 10 fields field NOUN cana-4559 76 11 of of ADP cana-4559 76 12 artificial artificial ADJ cana-4559 76 13 intelligence intelligence NOUN cana-4559 76 14 and and CCONJ cana-4559 76 15 machine machine NOUN cana-4559 76 16 learning learning NOUN cana-4559 76 17 by by ADP cana-4559 76 18 mimicking mimic VERB cana-4559 76 19 the the DET cana-4559 76 20 computational computational ADJ cana-4559 76 21 capabilities capability NOUN cana-4559 76 22 of of ADP cana-4559 76 23 the the DET cana-4559 76 24 human human ADJ cana-4559 76 25 brain brain NOUN cana-4559 76 26 . . PUNCT cana-4559 77 1 these these DET cana-4559 77 2 networks network NOUN cana-4559 77 3 , , PUNCT cana-4559 77 4 composed compose VERB cana-4559 77 5 of of ADP cana-4559 77 6 interconnected interconnected ADJ cana-4559 77 7 neurons neuron NOUN cana-4559 77 8 , , PUNCT cana-4559 77 9 are be AUX cana-4559 77 10 capable capable ADJ cana-4559 77 11 of of ADP cana-4559 77 12 learning learn VERB cana-4559 77 13 patterns pattern NOUN cana-4559 77 14 , , PUNCT cana-4559 77 15 making make VERB cana-4559 77 16 predictions prediction NOUN cana-4559 77 17 , , PUNCT cana-4559 77 18 and and CCONJ cana-4559 77 19 solving solve VERB cana-4559 77 20 complex complex ADJ cana-4559 77 21 problems problem NOUN cana-4559 77 22 in in ADP cana-4559 77 23 various various ADJ cana-4559 77 24 domains domain NOUN cana-4559 77 25 such such ADJ cana-4559 77 26 as as ADP cana-4559 77 27 healthcare healthcare NOUN cana-4559 77 28 , , PUNCT cana-4559 77 29 finance finance NOUN cana-4559 77 30 , , PUNCT cana-4559 77 31 image image NOUN cana-4559 77 32 recognition recognition NOUN cana-4559 77 33 , , PUNCT cana-4559 77 34 and and CCONJ cana-4559 77 35 natural natural ADJ cana-4559 77 36 language language NOUN cana-4559 77 37 processing processing NOUN cana-4559 77 38 . . PUNCT cana-4559 78 1 this this DET cana-4559 78 2 paper paper NOUN cana-4559 78 3 explores explore VERB cana-4559 78 4 the the DET cana-4559 78 5 fundamentals fundamental NOUN cana-4559 78 6 of of ADP cana-4559 78 7 anns ann NOUN cana-4559 78 8 , , PUNCT cana-4559 78 9 their their PRON cana-4559 78 10 architecture architecture NOUN cana-4559 78 11 , , PUNCT cana-4559 78 12 learning learn VERB cana-4559 78 13 mechanisms mechanism NOUN cana-4559 78 14 , , PUNCT cana-4559 78 15 applications application NOUN cana-4559 78 16 , , PUNCT cana-4559 78 17 challenges challenge NOUN cana-4559 78 18 , , PUNCT cana-4559 78 19 and and CCONJ cana-4559 78 20 future future ADJ cana-4559 78 21 prospects prospect NOUN cana-4559 78 22 . . PUNCT cana-4559 79 1 artificial artificial ADJ cana-4559 79 2 neural neural ADJ cana-4559 79 3 networks network NOUN cana-4559 79 4 ( ( PUNCT cana-4559 79 5 anns anns PROPN cana-4559 79 6 ) ) PUNCT cana-4559 79 7 are be AUX cana-4559 79 8 computational computational ADJ cana-4559 79 9 models model NOUN cana-4559 79 10 inspired inspire VERB cana-4559 79 11 by by ADP cana-4559 79 12 the the DET cana-4559 79 13 structure structure NOUN cana-4559 79 14 and and CCONJ cana-4559 79 15 function function NOUN cana-4559 79 16 of of ADP cana-4559 79 17 the the DET cana-4559 79 18 human human ADJ cana-4559 79 19 brain brain NOUN cana-4559 79 20 . . PUNCT cana-4559 80 1 they they PRON cana-4559 80 2 have have AUX cana-4559 80 3 gained gain VERB cana-4559 80 4 prominence prominence NOUN cana-4559 80 5 due due ADP cana-4559 80 6 to to ADP cana-4559 80 7 their their PRON cana-4559 80 8 ability ability NOUN cana-4559 80 9 to to PART cana-4559 80 10 process process VERB cana-4559 80 11 large large ADJ cana-4559 80 12 volumes volume NOUN cana-4559 80 13 of of ADP cana-4559 80 14 data datum NOUN cana-4559 80 15 , , PUNCT cana-4559 80 16 recognize recognize VERB cana-4559 80 17 patterns pattern NOUN cana-4559 80 18 , , PUNCT cana-4559 80 19 and and CCONJ cana-4559 80 20 perform perform VERB cana-4559 80 21 tasks task NOUN cana-4559 80 22 such such ADJ cana-4559 80 23 as as ADP cana-4559 80 24 classification classification NOUN cana-4559 80 25 , , PUNCT cana-4559 80 26 regression regression NOUN cana-4559 80 27 , , PUNCT cana-4559 80 28 and and CCONJ cana-4559 80 29 clustering cluster VERB cana-4559 80 30 . . PUNCT cana-4559 81 1 this this DET cana-4559 81 2 paper paper NOUN cana-4559 81 3 provides provide VERB cana-4559 81 4 an an DET cana-4559 81 5 in in ADP cana-4559 81 6 - - PUNCT cana-4559 81 7 depth depth NOUN cana-4559 81 8 exploration exploration NOUN cana-4559 81 9 of of ADP cana-4559 81 10 anns ann NOUN cana-4559 81 11 , , PUNCT cana-4559 81 12 discussing discuss VERB cana-4559 81 13 their their PRON cana-4559 81 14 architecture architecture NOUN cana-4559 81 15 , , PUNCT cana-4559 81 16 types type NOUN cana-4559 81 17 , , PUNCT cana-4559 81 18 learning learn VERB cana-4559 81 19 techniques technique NOUN cana-4559 81 20 , , PUNCT cana-4559 81 21 applications application NOUN cana-4559 81 22 , , PUNCT cana-4559 81 23 and and CCONJ cana-4559 81 24 challenges challenge NOUN cana-4559 81 25 . . PUNCT cana-4559 82 1 the the DET cana-4559 82 2 fundamental fundamental ADJ cana-4559 82 3 unit unit NOUN cana-4559 82 4 of of ADP cana-4559 82 5 an an DET cana-4559 82 6 ann ann PROPN cana-4559 82 7 is be AUX cana-4559 82 8 the the DET cana-4559 82 9 artificial artificial ADJ cana-4559 82 10 neuron neuron NOUN cana-4559 82 11 , , PUNCT cana-4559 82 12 which which PRON cana-4559 82 13 mimics mimic VERB cana-4559 82 14 the the DET cana-4559 82 15 behavior behavior NOUN cana-4559 82 16 of of ADP cana-4559 82 17 biological biological ADJ cana-4559 82 18 neurons neuron NOUN cana-4559 82 19 . . PUNCT cana-4559 83 1 a a DET cana-4559 83 2 neuron neuron NOUN cana-4559 83 3 receives receive VERB cana-4559 83 4 inputs input NOUN cana-4559 83 5 , , PUNCT cana-4559 83 6 applies apply VERB cana-4559 83 7 weights weight NOUN cana-4559 83 8 , , PUNCT cana-4559 83 9 sums sum VERB cana-4559 83 10 them they PRON cana-4559 83 11 , , PUNCT cana-4559 83 12 passes pass VERB cana-4559 83 13 the the DET cana-4559 83 14 result result NOUN cana-4559 83 15 through through ADP cana-4559 83 16 an an DET cana-4559 83 17 activation activation NOUN cana-4559 83 18 function function NOUN cana-4559 83 19 , , PUNCT cana-4559 83 20 and and CCONJ cana-4559 83 21 produces produce VERB cana-4559 83 22 an an DET cana-4559 83 23 output output NOUN cana-4559 83 24 . . PUNCT cana-4559 84 1 mathematically mathematically ADV cana-4559 84 2 , , PUNCT cana-4559 84 3 a a DET cana-4559 84 4 neuron neuron NOUN cana-4559 84 5 can can AUX cana-4559 84 6 be be AUX cana-4559 84 7 represented represent VERB cana-4559 84 8 as as ADP cana-4559 84 9 : : PUNCT cana-4559 84 10 𝑦 𝑦 NOUN cana-4559 84 11 = = X cana-4559 84 12 𝑓(βˆ‘π‘€π‘–π‘₯𝑖 𝑓(βˆ‘π‘€π‘–π‘₯𝑖 PROPN cana-4559 84 13 + + CCONJ cana-4559 84 14 𝑏 𝑏 NOUN cana-4559 84 15 ) ) PUNCT cana-4559 84 16 ( ( PUNCT cana-4559 84 17 1 1 X cana-4559 84 18 ) ) PUNCT cana-4559 84 19 π‘₯𝑖 π‘₯𝑖 PRON cana-4559 84 20 are be AUX cana-4559 84 21 the the DET cana-4559 84 22 input input NOUN cana-4559 84 23 features feature NOUN cana-4559 84 24 𝑀𝑖 𝑀𝑖 PRON cana-4559 84 25 are be AUX cana-4559 84 26 the the DET cana-4559 84 27 associated associate VERB cana-4559 84 28 weights weight NOUN cana-4559 84 29 𝑏 𝑏 PROPN cana-4559 84 30 is be AUX cana-4559 84 31 the the DET cana-4559 84 32 bias bias NOUN cana-4559 84 33 term term NOUN cana-4559 85 1 𝑓 𝑓 ADV cana-4559 85 2 is be AUX cana-4559 85 3 the the DET cana-4559 85 4 activation activation NOUN cana-4559 85 5 function function NOUN cana-4559 85 6 y y PROPN cana-4559 85 7 is be AUX cana-4559 85 8 the the DET cana-4559 85 9 output output NOUN cana-4559 85 10 . . PUNCT cana-4559 86 1 anns anns PROPN cana-4559 86 2 are be AUX cana-4559 86 3 composed compose VERB cana-4559 86 4 of of ADP cana-4559 86 5 three three NUM cana-4559 86 6 main main ADJ cana-4559 86 7 types type NOUN cana-4559 86 8 of of ADP cana-4559 86 9 layers layer NOUN cana-4559 86 10 : : PUNCT cana-4559 86 11 input input NOUN cana-4559 86 12 layer layer NOUN cana-4559 86 13 : : PUNCT cana-4559 86 14 receives receive VERB cana-4559 86 15 raw raw ADJ cana-4559 86 16 data datum NOUN cana-4559 86 17 inputs input NOUN cana-4559 86 18 . . PUNCT cana-4559 87 1 hidden hide VERB cana-4559 87 2 layers layer NOUN cana-4559 87 3 : : PUNCT cana-4559 87 4 perform perform VERB cana-4559 87 5 computations computation NOUN cana-4559 87 6 and and CCONJ cana-4559 87 7 extract extract VERB cana-4559 87 8 features feature NOUN cana-4559 87 9 . . PUNCT cana-4559 88 1 5 5 X cana-4559 88 2 . . X cana-4559 88 3 output output NOUN cana-4559 88 4 layer layer NOUN cana-4559 88 5 : : PUNCT cana-4559 88 6 produces produce VERB cana-4559 88 7 the the DET cana-4559 88 8 final final ADJ cana-4559 88 9 prediction prediction NOUN cana-4559 88 10 or or CCONJ cana-4559 88 11 classification classification NOUN cana-4559 88 12 . . PUNCT cana-4559 89 1 the the DET cana-4559 89 2 control control NOUN cana-4559 89 3 method method NOUN cana-4559 89 4 requires require VERB cana-4559 89 5 a a DET cana-4559 89 6 comprehensive comprehensive ADJ cana-4559 89 7 database database NOUN cana-4559 89 8 that that PRON cana-4559 89 9 is be AUX cana-4559 89 10 retrieved retrieve VERB cana-4559 89 11 from from ADP cana-4559 89 12 the the DET cana-4559 89 13 controller controller NOUN cana-4559 89 14 's 's PART cana-4559 89 15 input input NOUN cana-4559 89 16 section section NOUN cana-4559 89 17 in in ADP cana-4559 89 18 order order NOUN cana-4559 89 19 to to PART cana-4559 89 20 improve improve VERB cana-4559 89 21 accuracy accuracy NOUN cana-4559 89 22 . . PUNCT cana-4559 90 1 the the DET cana-4559 90 2 control control NOUN cana-4559 90 3 algorithm algorithm NOUN cana-4559 90 4 is be AUX cana-4559 90 5 trained train VERB cana-4559 90 6 using use VERB cana-4559 90 7 this this DET cana-4559 90 8 database database NOUN cana-4559 90 9 . . PUNCT cana-4559 91 1 collectively collectively ADV cana-4559 91 2 , , PUNCT cana-4559 91 3 neural neural ADJ cana-4559 91 4 networks network NOUN cana-4559 91 5 carry carry VERB cana-4559 91 6 out out ADP cana-4559 91 7 tasks task NOUN cana-4559 91 8 in in ADP cana-4559 91 9 parallel parallel NOUN cana-4559 91 10 , , PUNCT cana-4559 91 11 and and CCONJ cana-4559 91 12 the the DET cana-4559 91 13 controller controller NOUN cana-4559 91 14 based base VERB cana-4559 91 15 on on ADP cana-4559 91 16 neural neural ADJ cana-4559 91 17 networks network NOUN cana-4559 91 18 provides provide VERB cana-4559 91 19 the the DET cana-4559 91 20 best good ADJ cana-4559 91 21 voltage voltage NOUN cana-4559 91 22 regulation regulation NOUN cana-4559 91 23 for for ADP cana-4559 91 24 the the DET cana-4559 91 25 input input NOUN cana-4559 91 26 - - PUNCT cana-4559 91 27 output output NOUN cana-4559 91 28 dataset dataset NOUN cana-4559 91 29 . . PUNCT cana-4559 92 1 π‘‰π‘’π‘Ÿπ‘Ÿπ‘œπ‘Ÿ π‘‰π‘’π‘Ÿπ‘Ÿπ‘œπ‘Ÿ PROPN cana-4559 92 2 = = PUNCT cana-4559 92 3 π‘‰π‘Ÿπ‘’π‘“ π‘‰π‘Ÿπ‘’π‘“ PROPN cana-4559 92 4 βˆ’ βˆ’ NOUN cana-4559 92 5 π‘‰π΄π‘π‘‘π‘’π‘Žπ‘™ π‘‰π΄π‘π‘‘π‘’π‘Žπ‘™ NOUN cana-4559 92 6 ( ( PUNCT cana-4559 92 7 2 2 NUM cana-4559 92 8 ) ) PUNCT cana-4559 92 9 with with ADP cana-4559 92 10 the the DET cana-4559 92 11 help help NOUN cana-4559 92 12 of of ADP cana-4559 92 13 these these DET cana-4559 92 14 error error NOUN cana-4559 92 15 values value NOUN cana-4559 92 16 , , PUNCT cana-4559 92 17 the the DET cana-4559 92 18 artificial artificial ADJ cana-4559 92 19 neural neural ADJ cana-4559 92 20 network network NOUN cana-4559 92 21 ( ( PUNCT cana-4559 92 22 ann ann PROPN cana-4559 92 23 ) ) PUNCT cana-4559 92 24 is be AUX cana-4559 92 25 trained train VERB cana-4559 92 26 to to PART cana-4559 92 27 identify identify VERB cana-4559 92 28 the the DET cana-4559 92 29 best good ADJ cana-4559 92 30 switching switching NOUN cana-4559 92 31 angles angle NOUN cana-4559 92 32 for for ADP cana-4559 92 33 the the DET cana-4559 92 34 inverter inverter ADJ cana-4559 92 35 circuit circuit NOUN cana-4559 92 36 , , PUNCT cana-4559 92 37 guaranteeing guarantee VERB cana-4559 92 38 a a DET cana-4559 92 39 steady steady ADJ cana-4559 92 40 output output NOUN cana-4559 92 41 voltage voltage NOUN cana-4559 92 42 within within ADP cana-4559 92 43 allowable allowable ADJ cana-4559 92 44 error error NOUN cana-4559 92 45 signal signal NOUN cana-4559 92 46 limits limit NOUN cana-4559 92 47 . . PUNCT cana-4559 93 1 the the DET cana-4559 93 2 following follow VERB cana-4559 93 3 steps step NOUN cana-4559 93 4 make make VERB cana-4559 93 5 up up ADP cana-4559 93 6 the the DET cana-4559 93 7 ann ann PROPN cana-4559 93 8 's 's PART cana-4559 93 9 training training NOUN cana-4559 93 10 procedure procedure NOUN cana-4559 93 11 : : PUNCT cana-4559 93 12 a a X cana-4559 93 13 ) ) PUNCT cana-4559 93 14 provisioning provision VERB cana-4559 93 15 inputoutput inputoutput NOUN cana-4559 93 16 data datum NOUN cana-4559 93 17 sets set NOUN cana-4559 93 18 . . PUNCT cana-4559 94 1 b b X cana-4559 94 2 ) ) PUNCT cana-4559 94 3 calculations calculation NOUN cana-4559 94 4 of of ADP cana-4559 94 5 weight weight NOUN cana-4559 94 6 . . PUNCT cana-4559 95 1 c c X cana-4559 95 2 ) ) PUNCT cana-4559 95 3 modifications modification NOUN cana-4559 95 4 to to ADP cana-4559 95 5 weight weight NOUN cana-4559 95 6 in in ADP cana-4559 95 7 response response NOUN cana-4559 95 8 to to ADP cana-4559 95 9 input input NOUN cana-4559 95 10 variances variance NOUN cana-4559 95 11 . . PUNCT cana-4559 96 1 to to PART cana-4559 96 2 properly properly ADV cana-4559 96 3 analyze analyze VERB cana-4559 96 4 the the DET cana-4559 96 5 error error NOUN cana-4559 96 6 signals signal NOUN cana-4559 96 7 , , PUNCT cana-4559 96 8 the the DET cana-4559 96 9 neural neural ADJ cana-4559 96 10 network network NOUN cana-4559 96 11 is be AUX cana-4559 96 12 trained train VERB cana-4559 96 13 using use VERB cana-4559 96 14 a a DET cana-4559 96 15 variety variety NOUN cana-4559 96 16 of of ADP cana-4559 96 17 samples sample NOUN cana-4559 96 18 at at ADP cana-4559 96 19 different different ADJ cana-4559 96 20 intervals interval NOUN cana-4559 96 21 . . PUNCT cana-4559 97 1 grid grid NOUN cana-4559 97 2 integration integration NOUN cana-4559 97 3 and and CCONJ cana-4559 97 4 performance performance NOUN cana-4559 97 5 evaluation evaluation NOUN cana-4559 97 6 the the DET cana-4559 97 7 pv pv NOUN cana-4559 97 8 system system NOUN cana-4559 97 9 is be AUX cana-4559 97 10 integrated integrate VERB cana-4559 97 11 into into ADP cana-4559 97 12 the the DET cana-4559 97 13 communications communication NOUN cana-4559 97 14 on on ADP cana-4559 97 15 applied apply VERB cana-4559 97 16 nonlinear nonlinear ADJ cana-4559 97 17 analysis analysis NOUN cana-4559 97 18 issn issn NOUN cana-4559 97 19 : : PUNCT cana-4559 97 20 1074 1074 NUM cana-4559 97 21 - - PUNCT cana-4559 97 22 133x 133x NUM cana-4559 97 23 vol vol NOUN cana-4559 97 24 32 32 NUM cana-4559 97 25 no no NOUN cana-4559 97 26 . . PUNCT cana-4559 98 1 9s 9s NUM cana-4559 98 2 ( ( PUNCT cana-4559 98 3 2025 2025 NUM cana-4559 98 4 ) ) PUNCT cana-4559 98 5 2545 2545 NUM cana-4559 98 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 98 7 grid grid VERB cana-4559 98 8 through through ADP cana-4559 98 9 cmli cmli NOUN cana-4559 98 10 , , PUNCT cana-4559 98 11 and and CCONJ cana-4559 98 12 the the DET cana-4559 98 13 power power NOUN cana-4559 98 14 quality quality NOUN cana-4559 98 15 is be AUX cana-4559 98 16 assessed assess VERB cana-4559 98 17 based base VERB cana-4559 98 18 on on ADP cana-4559 98 19 parameters parameter NOUN cana-4559 98 20 such such ADJ cana-4559 98 21 as as ADP cana-4559 98 22 thd thd PROPN cana-4559 98 23 , , PUNCT cana-4559 98 24 voltage voltage NOUN cana-4559 98 25 stability stability NOUN cana-4559 98 26 , , PUNCT cana-4559 98 27 and and CCONJ cana-4559 98 28 power power NOUN cana-4559 98 29 factor factor NOUN cana-4559 98 30 . . PUNCT cana-4559 99 1 simulations simulation NOUN cana-4559 99 2 are be AUX cana-4559 99 3 performed perform VERB cana-4559 99 4 using use VERB cana-4559 99 5 matlab matlab PROPN cana-4559 99 6 / / SYM cana-4559 99 7 simulink simulink NOUN cana-4559 99 8 to to PART cana-4559 99 9 validate validate VERB cana-4559 99 10 the the DET cana-4559 99 11 proposed propose VERB cana-4559 99 12 system system NOUN cana-4559 99 13 ’s ’s PART cana-4559 99 14 effectiveness effectiveness NOUN cana-4559 99 15 in in ADP cana-4559 99 16 fig-5 fig-5 NUM cana-4559 99 17 . . PUNCT cana-4559 100 1 6 6 X cana-4559 100 2 . . X cana-4559 100 3 algorithm algorithm NOUN cana-4559 100 4 for for ADP cana-4559 100 5 power power NOUN cana-4559 100 6 quality quality NOUN cana-4559 100 7 enhancement enhancement NOUN cana-4559 100 8 the the DET cana-4559 100 9 process process NOUN cana-4559 100 10 of of ADP cana-4559 100 11 improving improve VERB cana-4559 100 12 power power NOUN cana-4559 100 13 quality quality NOUN cana-4559 100 14 in in ADP cana-4559 100 15 a a DET cana-4559 100 16 multilevel multilevel ADJ cana-4559 100 17 inverter inverter NOUN cana-4559 100 18 system system NOUN cana-4559 100 19 follows follow VERB cana-4559 100 20 a a DET cana-4559 100 21 structured structured ADJ cana-4559 100 22 approach approach NOUN cana-4559 100 23 that that PRON cana-4559 100 24 begins begin VERB cana-4559 100 25 with with ADP cana-4559 100 26 input input NOUN cana-4559 100 27 data datum NOUN cana-4559 100 28 collection collection NOUN cana-4559 100 29 . . PUNCT cana-4559 101 1 electrical electrical ADJ cana-4559 101 2 parameters parameter NOUN cana-4559 101 3 such such ADJ cana-4559 101 4 as as ADP cana-4559 101 5 voltage voltage NOUN cana-4559 101 6 , , PUNCT cana-4559 101 7 current current ADJ cana-4559 101 8 , , PUNCT cana-4559 101 9 frequency frequency NOUN cana-4559 101 10 , , PUNCT cana-4559 101 11 and and CCONJ cana-4559 101 12 harmonic harmonic ADJ cana-4559 101 13 distortion distortion NOUN cana-4559 101 14 are be AUX cana-4559 101 15 gathered gather VERB cana-4559 101 16 from from ADP cana-4559 101 17 sensors sensor NOUN cana-4559 101 18 or or CCONJ cana-4559 101 19 power power NOUN cana-4559 101 20 measurement measurement NOUN cana-4559 101 21 systems system NOUN cana-4559 101 22 . . PUNCT cana-4559 102 1 these these DET cana-4559 102 2 raw raw ADJ cana-4559 102 3 signals signal NOUN cana-4559 102 4 often often ADV cana-4559 102 5 contain contain VERB cana-4559 102 6 noise noise NOUN cana-4559 102 7 and and CCONJ cana-4559 102 8 anomalies anomaly NOUN cana-4559 102 9 caused cause VERB cana-4559 102 10 by by ADP cana-4559 102 11 environmental environmental ADJ cana-4559 102 12 disturbances disturbance NOUN cana-4559 102 13 , , PUNCT cana-4559 102 14 switching switch VERB cana-4559 102 15 transients transient NOUN cana-4559 102 16 , , PUNCT cana-4559 102 17 or or CCONJ cana-4559 102 18 measurement measurement NOUN cana-4559 102 19 errors error NOUN cana-4559 102 20 . . PUNCT cana-4559 103 1 to to PART cana-4559 103 2 ensure ensure VERB cana-4559 103 3 accurate accurate ADJ cana-4559 103 4 and and CCONJ cana-4559 103 5 meaningful meaningful ADJ cana-4559 103 6 data datum NOUN cana-4559 103 7 , , PUNCT cana-4559 103 8 normalization normalization NOUN cana-4559 103 9 and and CCONJ cana-4559 103 10 filtering filtering NOUN cana-4559 103 11 techniques technique NOUN cana-4559 103 12 are be AUX cana-4559 103 13 applied apply VERB cana-4559 103 14 . . PUNCT cana-4559 104 1 low low ADJ cana-4559 104 2 - - PUNCT cana-4559 104 3 pass pass NOUN cana-4559 104 4 filters filter NOUN cana-4559 104 5 , , PUNCT cana-4559 104 6 moving move VERB cana-4559 104 7 average average ADJ cana-4559 104 8 filters filter NOUN cana-4559 104 9 , , PUNCT cana-4559 104 10 and and CCONJ cana-4559 104 11 anomaly anomaly NOUN cana-4559 104 12 detection detection NOUN cana-4559 104 13 algorithms algorithm NOUN cana-4559 104 14 help help AUX cana-4559 104 15 remove remove VERB cana-4559 104 16 unwanted unwanted ADJ cana-4559 104 17 fluctuations fluctuation NOUN cana-4559 104 18 , , PUNCT cana-4559 104 19 making make VERB cana-4559 104 20 the the DET cana-4559 104 21 data datum NOUN cana-4559 104 22 suitable suitable ADJ cana-4559 104 23 for for ADP cana-4559 104 24 further further ADJ cana-4559 104 25 processing processing NOUN cana-4559 104 26 . . PUNCT cana-4559 105 1 once once SCONJ cana-4559 105 2 the the DET cana-4559 105 3 data data NOUN cana-4559 105 4 is be AUX cana-4559 105 5 preprocessed preprocesse VERB cana-4559 105 6 , , PUNCT cana-4559 105 7 it it PRON cana-4559 105 8 is be AUX cana-4559 105 9 used use VERB cana-4559 105 10 to to PART cana-4559 105 11 generate generate VERB cana-4559 105 12 a a DET cana-4559 105 13 multilevel multilevel ADJ cana-4559 105 14 voltage voltage NOUN cana-4559 105 15 waveform waveform NOUN cana-4559 105 16 with with ADP cana-4559 105 17 reduced reduced ADJ cana-4559 105 18 harmonics harmonic NOUN cana-4559 105 19 . . PUNCT cana-4559 106 1 advanced advanced ADJ cana-4559 106 2 inverter inverter ADJ cana-4559 106 3 topologies topology NOUN cana-4559 106 4 such such ADJ cana-4559 106 5 as as ADP cana-4559 106 6 cascaded cascade VERB cana-4559 106 7 h h NOUN cana-4559 106 8 - - PUNCT cana-4559 106 9 bridge bridge NOUN cana-4559 106 10 , , PUNCT cana-4559 106 11 neutral neutral ADJ cana-4559 106 12 - - PUNCT cana-4559 106 13 point point NOUN cana-4559 106 14 clamped clamp VERB cana-4559 106 15 ( ( PUNCT cana-4559 106 16 npc npc NOUN cana-4559 106 17 ) ) PUNCT cana-4559 106 18 , , PUNCT cana-4559 106 19 or or CCONJ cana-4559 106 20 flying fly VERB cana-4559 106 21 capacitor capacitor NOUN cana-4559 106 22 inverters inverter NOUN cana-4559 106 23 are be AUX cana-4559 106 24 employed employ VERB cana-4559 106 25 to to PART cana-4559 106 26 synthesize synthesize VERB cana-4559 106 27 output output NOUN cana-4559 106 28 voltage voltage NOUN cana-4559 106 29 with with ADP cana-4559 106 30 multiple multiple ADJ cana-4559 106 31 levels level NOUN cana-4559 106 32 , , PUNCT cana-4559 106 33 closely closely ADV cana-4559 106 34 resembling resemble VERB cana-4559 106 35 a a DET cana-4559 106 36 sinusoidal sinusoidal ADJ cana-4559 106 37 waveform waveform NOUN cana-4559 106 38 . . PUNCT cana-4559 107 1 to to PART cana-4559 107 2 further far ADV cana-4559 107 3 minimize minimize VERB cana-4559 107 4 total total ADJ cana-4559 107 5 harmonic harmonic ADJ cana-4559 107 6 distortion distortion NOUN cana-4559 107 7 ( ( PUNCT cana-4559 107 8 thd thd NOUN cana-4559 107 9 ) ) PUNCT cana-4559 107 10 , , PUNCT cana-4559 107 11 modulation modulation NOUN cana-4559 107 12 techniques technique NOUN cana-4559 107 13 such such ADJ cana-4559 107 14 as as ADP cana-4559 107 15 sinusoidal sinusoidal ADJ cana-4559 107 16 pulse pulse NOUN cana-4559 107 17 width width ADJ cana-4559 107 18 modulation modulation NOUN cana-4559 107 19 ( ( PUNCT cana-4559 107 20 spwm spwm NOUN cana-4559 107 21 ) ) PUNCT cana-4559 107 22 and and CCONJ cana-4559 107 23 space space NOUN cana-4559 107 24 vector vector NOUN cana-4559 107 25 modulation modulation NOUN cana-4559 107 26 ( ( PUNCT cana-4559 107 27 svm svm PROPN cana-4559 107 28 ) ) PUNCT cana-4559 107 29 are be AUX cana-4559 107 30 implemented implement VERB cana-4559 107 31 . . PUNCT cana-4559 108 1 these these DET cana-4559 108 2 techniques technique NOUN cana-4559 108 3 enable enable VERB cana-4559 108 4 smooth smooth ADJ cana-4559 108 5 transitions transition NOUN cana-4559 108 6 between between ADP cana-4559 108 7 voltage voltage NOUN cana-4559 108 8 levels level NOUN cana-4559 108 9 , , PUNCT cana-4559 108 10 reducing reduce VERB cana-4559 108 11 harmonics harmonic NOUN cana-4559 108 12 and and CCONJ cana-4559 108 13 improving improve VERB cana-4559 108 14 power power NOUN cana-4559 108 15 quality quality NOUN cana-4559 108 16 . . PUNCT cana-4559 109 1 to to PART cana-4559 109 2 enhance enhance VERB cana-4559 109 3 voltage voltage NOUN cana-4559 109 4 regulation regulation NOUN cana-4559 109 5 and and CCONJ cana-4559 109 6 harmonic harmonic ADJ cana-4559 109 7 compensation compensation NOUN cana-4559 109 8 , , PUNCT cana-4559 109 9 an an DET cana-4559 109 10 artificial artificial ADJ cana-4559 109 11 neural neural ADJ cana-4559 109 12 network network NOUN cana-4559 109 13 ( ( PUNCT cana-4559 109 14 ann ann PROPN cana-4559 109 15 ) ) PUNCT cana-4559 109 16 is be AUX cana-4559 109 17 trained train VERB cana-4559 109 18 using use VERB cana-4559 109 19 historical historical ADJ cana-4559 109 20 and and CCONJ cana-4559 109 21 realtime realtime ADJ cana-4559 109 22 data datum NOUN cana-4559 109 23 . . PUNCT cana-4559 110 1 the the DET cana-4559 110 2 ann ann PROPN cana-4559 110 3 learns learn VERB cana-4559 110 4 the the DET cana-4559 110 5 patterns pattern NOUN cana-4559 110 6 of of ADP cana-4559 110 7 voltage voltage NOUN cana-4559 110 8 variations variation NOUN cana-4559 110 9 , , PUNCT cana-4559 110 10 harmonic harmonic ADJ cana-4559 110 11 distortions distortion NOUN cana-4559 110 12 , , PUNCT cana-4559 110 13 and and CCONJ cana-4559 110 14 corresponding correspond VERB cana-4559 110 15 compensation compensation NOUN cana-4559 110 16 strategies strategy NOUN cana-4559 110 17 . . PUNCT cana-4559 111 1 by by ADP cana-4559 111 2 leveraging leverage VERB cana-4559 111 3 supervised supervised ADJ cana-4559 111 4 learning learning NOUN cana-4559 111 5 , , PUNCT cana-4559 111 6 the the DET cana-4559 111 7 ann ann PROPN cana-4559 111 8 model model NOUN cana-4559 111 9 adapts adapt VERB cana-4559 111 10 dynamically dynamically ADV cana-4559 111 11 to to ADP cana-4559 111 12 varying vary VERB cana-4559 111 13 load load NOUN cana-4559 111 14 conditions condition NOUN cana-4559 111 15 and and CCONJ cana-4559 111 16 improves improve VERB cana-4559 111 17 the the DET cana-4559 111 18 system system NOUN cana-4559 111 19 ’s ’s PART cana-4559 111 20 response response NOUN cana-4559 111 21 to to ADP cana-4559 111 22 disturbances disturbance NOUN cana-4559 111 23 . . PUNCT cana-4559 112 1 once once SCONJ cana-4559 112 2 the the DET cana-4559 112 3 ann ann PROPN cana-4559 112 4 is be AUX cana-4559 112 5 trained train VERB cana-4559 112 6 , , PUNCT cana-4559 112 7 the the DET cana-4559 112 8 system system NOUN cana-4559 112 9 is be AUX cana-4559 112 10 designed design VERB cana-4559 112 11 to to PART cana-4559 112 12 adjust adjust VERB cana-4559 112 13 inverter inverter NOUN cana-4559 112 14 switching switching NOUN cana-4559 112 15 and and CCONJ cana-4559 112 16 control control NOUN cana-4559 112 17 parameters parameter NOUN cana-4559 112 18 dynamically dynamically ADV cana-4559 112 19 based base VERB cana-4559 112 20 on on ADP cana-4559 112 21 real real ADJ cana-4559 112 22 - - PUNCT cana-4559 112 23 time time NOUN cana-4559 112 24 power power NOUN cana-4559 112 25 quality quality NOUN cana-4559 112 26 conditions condition NOUN cana-4559 112 27 . . PUNCT cana-4559 113 1 the the DET cana-4559 113 2 ann ann PROPN cana-4559 113 3 continuously continuously ADV cana-4559 113 4 monitors monitor VERB cana-4559 113 5 output output NOUN cana-4559 113 6 parameters parameter NOUN cana-4559 113 7 and and CCONJ cana-4559 113 8 modifies modify VERB cana-4559 113 9 switching switch VERB cana-4559 113 10 sequences sequence NOUN cana-4559 113 11 to to PART cana-4559 113 12 maintain maintain VERB cana-4559 113 13 optimal optimal ADJ cana-4559 113 14 performance performance NOUN cana-4559 113 15 , , PUNCT cana-4559 113 16 ensuring ensure VERB cana-4559 113 17 that that SCONJ cana-4559 113 18 voltage voltage NOUN cana-4559 113 19 fluctuations fluctuation NOUN cana-4559 113 20 are be AUX cana-4559 113 21 minimized minimize VERB cana-4559 113 22 and and CCONJ cana-4559 113 23 harmonic harmonic ADJ cana-4559 113 24 distortions distortion NOUN cana-4559 113 25 are be AUX cana-4559 113 26 mitigated mitigate VERB cana-4559 113 27 . . PUNCT cana-4559 114 1 additionally additionally ADV cana-4559 114 2 , , PUNCT cana-4559 114 3 critical critical ADJ cana-4559 114 4 performance performance NOUN cana-4559 114 5 indicators indicator NOUN cana-4559 114 6 such such ADJ cana-4559 114 7 as as ADP cana-4559 114 8 thd thd PROPN cana-4559 114 9 , , PUNCT cana-4559 114 10 voltage voltage NOUN cana-4559 114 11 stability stability NOUN cana-4559 114 12 , , PUNCT cana-4559 114 13 and and CCONJ cana-4559 114 14 power power NOUN cana-4559 114 15 factor factor NOUN cana-4559 114 16 are be AUX cana-4559 114 17 continuously continuously ADV cana-4559 114 18 measured measure VERB cana-4559 114 19 to to PART cana-4559 114 20 assess assess VERB cana-4559 114 21 system system NOUN cana-4559 114 22 efficiency efficiency NOUN cana-4559 114 23 . . PUNCT cana-4559 115 1 the the DET cana-4559 115 2 optimization optimization NOUN cana-4559 115 3 process process NOUN cana-4559 115 4 involves involve VERB cana-4559 115 5 iterative iterative ADJ cana-4559 115 6 parameter parameter NOUN cana-4559 115 7 tuning tuning NOUN cana-4559 115 8 , , PUNCT cana-4559 115 9 where where SCONJ cana-4559 115 10 control control NOUN cana-4559 115 11 variables variable NOUN cana-4559 115 12 such such ADJ cana-4559 115 13 as as ADP cana-4559 115 14 switching switch VERB cana-4559 115 15 angles angle NOUN cana-4559 115 16 , , PUNCT cana-4559 115 17 dc dc PROPN cana-4559 115 18 - - PUNCT cana-4559 115 19 link link NOUN cana-4559 115 20 voltage voltage NOUN cana-4559 115 21 levels level NOUN cana-4559 115 22 , , PUNCT cana-4559 115 23 and and CCONJ cana-4559 115 24 filter filter NOUN cana-4559 115 25 parameters parameter NOUN cana-4559 115 26 are be AUX cana-4559 115 27 adjusted adjust VERB cana-4559 115 28 to to PART cana-4559 115 29 refine refine VERB cana-4559 115 30 performance performance NOUN cana-4559 115 31 . . PUNCT cana-4559 116 1 optimization optimization NOUN cana-4559 116 2 algorithms algorithm NOUN cana-4559 116 3 like like ADP cana-4559 116 4 genetic genetic ADJ cana-4559 116 5 algorithms algorithm NOUN cana-4559 116 6 ( ( PUNCT cana-4559 116 7 ga ga NOUN cana-4559 116 8 ) ) PUNCT cana-4559 116 9 or or CCONJ cana-4559 116 10 particle particle NOUN cana-4559 116 11 swarm swarm NOUN cana-4559 116 12 optimization optimization NOUN cana-4559 116 13 ( ( PUNCT cana-4559 116 14 pso pso NOUN cana-4559 116 15 ) ) PUNCT cana-4559 116 16 can can AUX cana-4559 116 17 be be AUX cana-4559 116 18 integrated integrate VERB cana-4559 116 19 to to PART cana-4559 116 20 achieve achieve VERB cana-4559 116 21 the the DET cana-4559 116 22 most most ADV cana-4559 116 23 effective effective ADJ cana-4559 116 24 control control NOUN cana-4559 116 25 strategy strategy NOUN cana-4559 116 26 . . PUNCT cana-4559 117 1 the the DET cana-4559 117 2 system system NOUN cana-4559 117 3 continues continue VERB cana-4559 117 4 this this DET cana-4559 117 5 optimization optimization NOUN cana-4559 117 6 loop loop NOUN cana-4559 117 7 until until SCONJ cana-4559 117 8 it it PRON cana-4559 117 9 achieves achieve VERB cana-4559 117 10 the the DET cana-4559 117 11 best good ADJ cana-4559 117 12 possible possible ADJ cana-4559 117 13 thd thd NOUN cana-4559 117 14 , , PUNCT cana-4559 117 15 voltage voltage NOUN cana-4559 117 16 stability stability NOUN cana-4559 117 17 , , PUNCT cana-4559 117 18 and and CCONJ cana-4559 117 19 power power NOUN cana-4559 117 20 factor factor NOUN cana-4559 117 21 , , PUNCT cana-4559 117 22 ensuring ensure VERB cana-4559 117 23 compliance compliance NOUN cana-4559 117 24 with with ADP cana-4559 117 25 power power NOUN cana-4559 117 26 quality quality NOUN cana-4559 117 27 standards standard NOUN cana-4559 117 28 and and CCONJ cana-4559 117 29 improving improve VERB cana-4559 117 30 efficiency efficiency NOUN cana-4559 117 31 in in ADP cana-4559 117 32 industrial industrial ADJ cana-4559 117 33 applications application NOUN cana-4559 117 34 , , PUNCT cana-4559 117 35 renewable renewable ADJ cana-4559 117 36 energy energy NOUN cana-4559 117 37 systems system NOUN cana-4559 117 38 , , PUNCT cana-4559 117 39 and and CCONJ cana-4559 117 40 microgrid microgrid NOUN cana-4559 117 41 operations operation NOUN cana-4559 117 42 . . PUNCT cana-4559 118 1 this this DET cana-4559 118 2 intelligent intelligent ADJ cana-4559 118 3 , , PUNCT cana-4559 118 4 data data NOUN cana-4559 118 5 - - PUNCT cana-4559 118 6 driven drive VERB cana-4559 118 7 approach approach NOUN cana-4559 118 8 integrates integrate VERB cana-4559 118 9 ann ann PROPN cana-4559 118 10 - - PUNCT cana-4559 118 11 based base VERB cana-4559 118 12 control control NOUN cana-4559 118 13 , , PUNCT cana-4559 118 14 dynamic dynamic ADJ cana-4559 118 15 parameter parameter NOUN cana-4559 118 16 adjustment adjustment NOUN cana-4559 118 17 , , PUNCT cana-4559 118 18 and and CCONJ cana-4559 118 19 iterative iterative NOUN cana-4559 118 20 optimization optimization NOUN cana-4559 118 21 to to PART cana-4559 118 22 create create VERB cana-4559 118 23 an an DET cana-4559 118 24 adaptive adaptive ADJ cana-4559 118 25 power power NOUN cana-4559 118 26 quality quality NOUN cana-4559 118 27 enhancement enhancement NOUN cana-4559 118 28 mechanism mechanism NOUN cana-4559 118 29 , , PUNCT cana-4559 118 30 ultimately ultimately ADV cana-4559 118 31 leading lead VERB cana-4559 118 32 to to ADP cana-4559 118 33 a a DET cana-4559 118 34 more more ADV cana-4559 118 35 stable stable ADJ cana-4559 118 36 and and CCONJ cana-4559 118 37 efficient efficient ADJ cana-4559 118 38 electrical electrical ADJ cana-4559 118 39 system system NOUN cana-4559 118 40 . . PUNCT cana-4559 119 1 communications communication NOUN cana-4559 119 2 on on ADP cana-4559 119 3 applied apply VERB cana-4559 119 4 nonlinear nonlinear ADJ cana-4559 119 5 analysis analysis NOUN cana-4559 119 6 issn issn NOUN cana-4559 119 7 : : PUNCT cana-4559 119 8 1074 1074 NUM cana-4559 119 9 - - PUNCT cana-4559 119 10 133x 133x NUM cana-4559 119 11 vol vol NOUN cana-4559 119 12 32 32 NUM cana-4559 119 13 no no NOUN cana-4559 119 14 . . PUNCT cana-4559 120 1 9s 9s NUM cana-4559 120 2 ( ( PUNCT cana-4559 120 3 2025 2025 NUM cana-4559 120 4 ) ) PUNCT cana-4559 120 5 2546 2546 NUM cana-4559 121 1 https://internationalpubls.com https://internationalpubls.com X cana-4559 121 2 fig-1 fig-1 PART cana-4559 121 3 flowchart flowchart NOUN cana-4559 121 4 of of ADP cana-4559 121 5 a a DET cana-4559 121 6 boost boost NOUN cana-4559 121 7 converter converter NOUN cana-4559 121 8 with with ADP cana-4559 121 9 pso pso NOUN cana-4559 121 10 and and CCONJ cana-4559 121 11 ann ann PROPN cana-4559 121 12 - - PUNCT cana-4559 121 13 based base VERB cana-4559 121 14 control control NOUN cana-4559 121 15 for for ADP cana-4559 121 16 optimizing optimize VERB cana-4559 121 17 performance performance NOUN cana-4559 121 18 in in ADP cana-4559 121 19 a a DET cana-4559 121 20 photovoltaic photovoltaic NOUN cana-4559 121 21 ( ( PUNCT cana-4559 121 22 pv pv NOUN cana-4559 121 23 ) ) PUNCT cana-4559 121 24 system system NOUN cana-4559 121 25 flowchart flowchart NOUN cana-4559 121 26 of of ADP cana-4559 121 27 a a DET cana-4559 121 28 boost boost NOUN cana-4559 121 29 converter converter NOUN cana-4559 121 30 with with ADP cana-4559 121 31 pso pso NOUN cana-4559 121 32 and and CCONJ cana-4559 121 33 ann ann PROPN cana-4559 121 34 - - PUNCT cana-4559 121 35 based base VERB cana-4559 121 36 control control NOUN cana-4559 121 37 for for ADP cana-4559 121 38 optimizing optimize VERB cana-4559 121 39 performance performance NOUN cana-4559 121 40 in in ADP cana-4559 121 41 a a DET cana-4559 121 42 photovoltaic photovoltaic NOUN cana-4559 121 43 ( ( PUNCT cana-4559 121 44 pv pv NOUN cana-4559 121 45 ) ) PUNCT cana-4559 121 46 system system NOUN cana-4559 121 47 has have AUX cana-4559 121 48 been be AUX cana-4559 121 49 represented represent VERB cana-4559 121 50 in in ADP cana-4559 121 51 fig fig NOUN cana-4559 121 52 -1 -1 NOUN cana-4559 121 53 . . PUNCT cana-4559 122 1 the the DET cana-4559 122 2 optimization optimization NOUN cana-4559 122 3 of of ADP cana-4559 122 4 photovoltaic photovoltaic NOUN cana-4559 122 5 ( ( PUNCT cana-4559 122 6 pv pv NOUN cana-4559 122 7 ) ) PUNCT cana-4559 122 8 system system NOUN cana-4559 122 9 performance performance NOUN cana-4559 122 10 is be AUX cana-4559 122 11 crucial crucial ADJ cana-4559 122 12 for for ADP cana-4559 122 13 maximizing maximize VERB cana-4559 122 14 energy energy NOUN cana-4559 122 15 efficiency efficiency NOUN cana-4559 122 16 , , PUNCT cana-4559 122 17 and and CCONJ cana-4559 122 18 intelligent intelligent ADJ cana-4559 122 19 control control NOUN cana-4559 122 20 techniques technique NOUN cana-4559 122 21 such such ADJ cana-4559 122 22 as as ADP cana-4559 122 23 particle particle NOUN cana-4559 122 24 swarm swarm NOUN cana-4559 122 25 optimization optimization NOUN cana-4559 122 26 ( ( PUNCT cana-4559 122 27 pso pso NOUN cana-4559 122 28 ) ) PUNCT cana-4559 122 29 and and CCONJ cana-4559 122 30 artificial artificial ADJ cana-4559 122 31 neural neural ADJ cana-4559 122 32 networks network NOUN cana-4559 122 33 ( ( PUNCT cana-4559 122 34 ann ann PROPN cana-4559 122 35 ) ) PUNCT cana-4559 122 36 can can AUX cana-4559 122 37 significantly significantly ADV cana-4559 122 38 enhance enhance VERB cana-4559 122 39 maximum maximum ADJ cana-4559 122 40 power power NOUN cana-4559 122 41 point point NOUN cana-4559 122 42 tracking tracking NOUN cana-4559 122 43 ( ( PUNCT cana-4559 122 44 mppt mppt PROPN cana-4559 122 45 ) ) PUNCT cana-4559 122 46 . . PUNCT cana-4559 123 1 7 7 X cana-4559 123 2 . . X cana-4559 123 3 algorithm algorithm NOUN cana-4559 123 4 for for ADP cana-4559 123 5 voltage voltage NOUN cana-4559 123 6 controller controller NOUN cana-4559 123 7 the the DET cana-4559 123 8 proposed propose VERB cana-4559 123 9 control control NOUN cana-4559 123 10 strategy strategy NOUN cana-4559 123 11 begins begin VERB cana-4559 123 12 with with ADP cana-4559 123 13 an an DET cana-4559 123 14 input input NOUN cana-4559 123 15 stage stage NOUN cana-4559 123 16 , , PUNCT cana-4559 123 17 where where SCONJ cana-4559 123 18 real real ADJ cana-4559 123 19 - - PUNCT cana-4559 123 20 time time NOUN cana-4559 123 21 pv pv NOUN cana-4559 123 22 voltage voltage NOUN cana-4559 123 23 and and CCONJ cana-4559 123 24 current current NOUN cana-4559 123 25 are be AUX cana-4559 123 26 sensed sense VERB cana-4559 123 27 and and CCONJ cana-4559 123 28 fed feed VERB cana-4559 123 29 into into ADP cana-4559 123 30 a a DET cana-4559 123 31 hybrid hybrid ADJ cana-4559 123 32 pso pso NOUN cana-4559 123 33 - - PUNCT cana-4559 123 34 ann ann PROPN cana-4559 123 35 controller controller NOUN cana-4559 123 36 . . PUNCT cana-4559 124 1 the the DET cana-4559 124 2 pso pso NOUN cana-4559 124 3 algorithm algorithm NOUN cana-4559 124 4 initializes initialize VERB cana-4559 124 5 a a DET cana-4559 124 6 set set NOUN cana-4559 124 7 of of ADP cana-4559 124 8 particles particle NOUN cana-4559 124 9 representing represent VERB cana-4559 124 10 different different ADJ cana-4559 124 11 switching switching NOUN cana-4559 124 12 duty duty NOUN cana-4559 124 13 cycles cycle NOUN cana-4559 124 14 of of ADP cana-4559 124 15 the the DET cana-4559 124 16 boost boost NOUN cana-4559 124 17 converter converter NOUN cana-4559 124 18 . . PUNCT cana-4559 125 1 the the DET cana-4559 125 2 fitness fitness NOUN cana-4559 125 3 function function NOUN cana-4559 125 4 is be AUX cana-4559 125 5 evaluated evaluate VERB cana-4559 125 6 start start VERB cana-4559 125 7 input input NOUN cana-4559 125 8 data datum NOUN cana-4559 125 9 collection collection NOUN cana-4559 125 10 normalize normalize NOUN cana-4559 125 11 and and CCONJ cana-4559 125 12 filter filter NOUN cana-4559 125 13 data datum NOUN cana-4559 125 14 to to PART cana-4559 125 15 remove remove VERB cana-4559 125 16 noise noise NOUN cana-4559 125 17 and and CCONJ cana-4559 125 18 anomalies anomaly NOUN cana-4559 125 19 generate generate VERB cana-4559 125 20 multilevel multilevel NOUN cana-4559 125 21 voltage voltage NOUN cana-4559 125 22 wave wave NOUN cana-4559 125 23 form form NOUN cana-4559 125 24 with with ADP cana-4559 125 25 reduced reduce VERB cana-4559 125 26 harmonics harmonic NOUN cana-4559 125 27 train train PROPN cana-4559 125 28 ann ann PROPN cana-4559 125 29 for for ADP cana-4559 125 30 voltage voltage NOUN cana-4559 125 31 regulation regulation NOUN cana-4559 125 32 and and CCONJ cana-4559 125 33 harmonics harmonic NOUN cana-4559 125 34 compensation compensation NOUN cana-4559 125 35 adjust adjust VERB cana-4559 125 36 inverter inverter NOUN cana-4559 125 37 switching switching NOUN cana-4559 125 38 and and CCONJ cana-4559 125 39 control control NOUN cana-4559 125 40 parameters parameter NOUN cana-4559 125 41 dynamically dynamically ADV cana-4559 125 42 measure measure VERB cana-4559 125 43 thd thd PROPN cana-4559 125 44 , , PUNCT cana-4559 125 45 voltage voltage NOUN cana-4559 125 46 stability stability NOUN cana-4559 125 47 , , PUNCT cana-4559 125 48 and and CCONJ cana-4559 125 49 power power NOUN cana-4559 125 50 factor factor NOUN cana-4559 125 51 . . PUNCT cana-4559 126 1 optimize optimize NOUN cana-4559 126 2 parameters parameter NOUN cana-4559 126 3 iteratively iteratively ADV cana-4559 126 4 for for ADP cana-4559 126 5 enhanced enhanced ADJ cana-4559 126 6 power power NOUN cana-4559 126 7 quality quality NOUN cana-4559 126 8 . . PUNCT cana-4559 127 1 get get VERB cana-4559 127 2 best good ADJ cana-4559 127 3 thd thd ADJ cana-4559 127 4 , , PUNCT cana-4559 127 5 voltage voltage NOUN cana-4559 127 6 stability stability NOUN cana-4559 127 7 , , PUNCT cana-4559 127 8 and and CCONJ cana-4559 127 9 best good ADJ cana-4559 127 10 power power NOUN cana-4559 127 11 factor factor NOUN cana-4559 127 12 . . PUNCT cana-4559 128 1 end end VERB cana-4559 128 2 communications communication NOUN cana-4559 128 3 on on ADP cana-4559 128 4 applied apply VERB cana-4559 128 5 nonlinear nonlinear ADJ cana-4559 128 6 analysis analysis NOUN cana-4559 128 7 issn issn NOUN cana-4559 128 8 : : PUNCT cana-4559 128 9 1074 1074 NUM cana-4559 128 10 - - PUNCT cana-4559 128 11 133x 133x NUM cana-4559 128 12 vol vol NOUN cana-4559 128 13 32 32 NUM cana-4559 128 14 no no NOUN cana-4559 128 15 . . PUNCT cana-4559 129 1 9s 9s NUM cana-4559 129 2 ( ( PUNCT cana-4559 129 3 2025 2025 NUM cana-4559 129 4 ) ) PUNCT cana-4559 129 5 2547 2547 NUM cana-4559 129 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 129 7 by by ADP cana-4559 129 8 maximizing maximize VERB cana-4559 129 9 the the DET cana-4559 129 10 extracted extract VERB cana-4559 129 11 power power NOUN cana-4559 129 12 while while SCONJ cana-4559 129 13 minimizing minimize VERB cana-4559 129 14 losses loss NOUN cana-4559 129 15 , , PUNCT cana-4559 129 16 ensuring ensure VERB cana-4559 129 17 that that SCONJ cana-4559 129 18 the the DET cana-4559 129 19 system system NOUN cana-4559 129 20 operates operate VERB cana-4559 129 21 at at ADP cana-4559 129 22 peak peak NOUN cana-4559 129 23 efficiency efficiency NOUN cana-4559 129 24 . . PUNCT cana-4559 130 1 each each DET cana-4559 130 2 particle particle NOUN cana-4559 130 3 updates update VERB cana-4559 130 4 its its PRON cana-4559 130 5 position position NOUN cana-4559 130 6 and and CCONJ cana-4559 130 7 velocity velocity NOUN cana-4559 130 8 based base VERB cana-4559 130 9 on on ADP cana-4559 130 10 its its PRON cana-4559 130 11 own own ADJ cana-4559 130 12 experience experience NOUN cana-4559 130 13 ( ( PUNCT cana-4559 130 14 pbest pbest NOUN cana-4559 130 15 ) ) PUNCT cana-4559 130 16 and and CCONJ cana-4559 130 17 the the DET cana-4559 130 18 best good ADJ cana-4559 130 19 experience experience NOUN cana-4559 130 20 found find VERB cana-4559 130 21 by by ADP cana-4559 130 22 the the DET cana-4559 130 23 swarm swarm NOUN cana-4559 130 24 ( ( PUNCT cana-4559 130 25 gbest gbest NOUN cana-4559 130 26 ) ) PUNCT cana-4559 130 27 . . PUNCT cana-4559 131 1 the the DET cana-4559 131 2 optimal optimal ADJ cana-4559 131 3 duty duty NOUN cana-4559 131 4 cycle cycle NOUN cana-4559 131 5 selected select VERB cana-4559 131 6 by by ADP cana-4559 131 7 pso pso NOUN cana-4559 131 8 is be AUX cana-4559 131 9 applied apply VERB cana-4559 131 10 to to ADP cana-4559 131 11 the the DET cana-4559 131 12 boost boost NOUN cana-4559 131 13 converter converter NOUN cana-4559 131 14 to to PART cana-4559 131 15 regulate regulate VERB cana-4559 131 16 the the DET cana-4559 131 17 output output NOUN cana-4559 131 18 voltage voltage NOUN cana-4559 131 19 . . PUNCT cana-4559 132 1 this this DET cana-4559 132 2 bio bio ADJ cana-4559 132 3 - - PUNCT cana-4559 132 4 inspired inspire VERB cana-4559 132 5 algorithm algorithm NOUN cana-4559 132 6 dynamically dynamically ADV cana-4559 132 7 adjusts adjust VERB cana-4559 132 8 the the DET cana-4559 132 9 system system NOUN cana-4559 132 10 response response NOUN cana-4559 132 11 to to ADP cana-4559 132 12 changing change VERB cana-4559 132 13 environmental environmental ADJ cana-4559 132 14 conditions condition NOUN cana-4559 132 15 such such ADJ cana-4559 132 16 as as ADP cana-4559 132 17 fluctuating fluctuate VERB cana-4559 132 18 solar solar ADJ cana-4559 132 19 irradiance irradiance NOUN cana-4559 132 20 and and CCONJ cana-4559 132 21 temperature temperature NOUN cana-4559 132 22 , , PUNCT cana-4559 132 23 improving improve VERB cana-4559 132 24 the the DET cana-4559 132 25 overall overall ADJ cana-4559 132 26 performance performance NOUN cana-4559 132 27 of of ADP cana-4559 132 28 the the DET cana-4559 132 29 pv pv NOUN cana-4559 132 30 system system NOUN cana-4559 132 31 . . PUNCT cana-4559 133 1 in in ADP cana-4559 133 2 different different ADJ cana-4559 133 3 environments environment NOUN cana-4559 133 4 , , PUNCT cana-4559 133 5 the the DET cana-4559 133 6 unshaded unshaded ADJ cana-4559 133 7 photovoltaic photovoltaic NOUN cana-4559 133 8 ( ( PUNCT cana-4559 133 9 pv pv NOUN cana-4559 133 10 ) ) PUNCT cana-4559 133 11 array array NOUN cana-4559 133 12 receives receive VERB cana-4559 133 13 high high ADJ cana-4559 133 14 levels level NOUN cana-4559 133 15 of of ADP cana-4559 133 16 irradiation irradiation NOUN cana-4559 133 17 , , PUNCT cana-4559 133 18 whereas whereas SCONJ cana-4559 133 19 the the DET cana-4559 133 20 shaded shade VERB cana-4559 133 21 sections section NOUN cana-4559 133 22 capture capture VERB cana-4559 133 23 significantly significantly ADV cana-4559 133 24 lower low ADJ cana-4559 133 25 amounts amount NOUN cana-4559 133 26 . . PUNCT cana-4559 134 1 the the DET cana-4559 134 2 degree degree NOUN cana-4559 134 3 of of ADP cana-4559 134 4 partial partial ADJ cana-4559 134 5 shading shading NOUN cana-4559 134 6 is be AUX cana-4559 134 7 defined define VERB cana-4559 134 8 by by ADP cana-4559 134 9 the the DET cana-4559 134 10 extent extent NOUN cana-4559 134 11 of of ADP cana-4559 134 12 the the DET cana-4559 134 13 shaded shaded ADJ cana-4559 134 14 area area NOUN cana-4559 134 15 , , PUNCT cana-4559 134 16 and and CCONJ cana-4559 134 17 the the DET cana-4559 134 18 shading shading NOUN cana-4559 134 19 factor factor NOUN cana-4559 134 20 is be AUX cana-4559 134 21 described describe VERB cana-4559 134 22 as as ADP cana-4559 134 23 the the DET cana-4559 134 24 ratio ratio NOUN cana-4559 134 25 of of ADP cana-4559 134 26 irradiation irradiation NOUN cana-4559 134 27 on on ADP cana-4559 134 28 the the DET cana-4559 134 29 shaded shade VERB cana-4559 134 30 modules module NOUN cana-4559 134 31 compared compare VERB cana-4559 134 32 to to ADP cana-4559 134 33 that that PRON cana-4559 134 34 on on ADP cana-4559 134 35 the the DET cana-4559 134 36 unshaded unshaded ADJ cana-4559 134 37 modules module NOUN cana-4559 134 38 . . PUNCT cana-4559 135 1 when when SCONJ cana-4559 135 2 a a DET cana-4559 135 3 partial partial ADJ cana-4559 135 4 shading shading NOUN cana-4559 135 5 condition condition NOUN cana-4559 135 6 is be AUX cana-4559 135 7 identified identify VERB cana-4559 135 8 , , PUNCT cana-4559 135 9 it it PRON cana-4559 135 10 is be AUX cana-4559 135 11 essential essential ADJ cana-4559 135 12 to to PART cana-4559 135 13 take take VERB cana-4559 135 14 this this DET cana-4559 135 15 condition condition NOUN cana-4559 135 16 into into ADP cana-4559 135 17 account account NOUN cana-4559 135 18 by by ADP cana-4559 135 19 utilizing utilize VERB cana-4559 135 20 the the DET cana-4559 135 21 shading shading NOUN cana-4559 135 22 factor factor NOUN cana-4559 135 23 . . PUNCT cana-4559 136 1 accurate accurate ADJ cana-4559 136 2 detection detection NOUN cana-4559 136 3 and and CCONJ cana-4559 136 4 thorough thorough ADJ cana-4559 136 5 assessment assessment NOUN cana-4559 136 6 of of ADP cana-4559 136 7 partial partial ADJ cana-4559 136 8 shading shading NOUN cana-4559 136 9 are be AUX cana-4559 136 10 crucial crucial ADJ cana-4559 136 11 for for ADP cana-4559 136 12 maximum maximum ADJ cana-4559 136 13 power power NOUN cana-4559 136 14 point point NOUN cana-4559 136 15 tracking tracking NOUN cana-4559 136 16 ( ( PUNCT cana-4559 136 17 mppt mppt PROPN cana-4559 136 18 ) ) PUNCT cana-4559 136 19 to to PART cana-4559 136 20 ensure ensure VERB cana-4559 136 21 the the DET cana-4559 136 22 appropriate appropriate ADJ cana-4559 136 23 procedures procedure NOUN cana-4559 136 24 are be AUX cana-4559 136 25 employed employ VERB cana-4559 136 26 and and CCONJ cana-4559 136 27 to to PART cana-4559 136 28 effectively effectively ADV cana-4559 136 29 locate locate VERB cana-4559 136 30 the the DET cana-4559 136 31 maximum maximum ADJ cana-4559 136 32 power power NOUN cana-4559 136 33 point point NOUN cana-4559 136 34 ( ( PUNCT cana-4559 136 35 mpp mpp NOUN cana-4559 136 36 ) ) PUNCT cana-4559 136 37 . . PUNCT cana-4559 137 1 this this DET cana-4559 137 2 study study NOUN cana-4559 137 3 proposes propose VERB cana-4559 137 4 a a DET cana-4559 137 5 novel novel ADJ cana-4559 137 6 configuration configuration NOUN cana-4559 137 7 for for ADP cana-4559 137 8 a a DET cana-4559 137 9 cmli cmli NOUN cana-4559 137 10 utilizing utilize VERB cana-4559 137 11 a a DET cana-4559 137 12 minimized minimized ADJ cana-4559 137 13 maximum maximum ADJ cana-4559 137 14 blocking block VERB cana-4559 137 15 voltage voltage NOUN cana-4559 137 16 approach approach NOUN cana-4559 137 17 . . PUNCT cana-4559 138 1 this this DET cana-4559 138 2 method method NOUN cana-4559 138 3 offers offer VERB cana-4559 138 4 multiple multiple ADJ cana-4559 138 5 levels level NOUN cana-4559 138 6 while while SCONJ cana-4559 138 7 utilizing utilize VERB cana-4559 138 8 the the DET cana-4559 138 9 fewest few ADJ cana-4559 138 10 power power NOUN cana-4559 138 11 electronic electronic ADJ cana-4559 138 12 switches switch NOUN cana-4559 138 13 . . PUNCT cana-4559 139 1 the the DET cana-4559 139 2 primary primary ADJ cana-4559 139 3 benefits benefit NOUN cana-4559 139 4 of of ADP cana-4559 139 5 the the DET cana-4559 139 6 suggested suggest VERB cana-4559 139 7 design design NOUN cana-4559 139 8 include include VERB cana-4559 139 9 reductions reduction NOUN cana-4559 139 10 in in ADP cana-4559 139 11 installation installation NOUN cana-4559 139 12 space space NOUN cana-4559 139 13 , , PUNCT cana-4559 139 14 the the DET cana-4559 139 15 number number NOUN cana-4559 139 16 of of ADP cana-4559 139 17 switches switch NOUN cana-4559 139 18 , , PUNCT cana-4559 139 19 power power NOUN cana-4559 139 20 diodes diode NOUN cana-4559 139 21 , , PUNCT cana-4559 139 22 gate gate NOUN cana-4559 139 23 driver driver NOUN cana-4559 139 24 circuits circuit NOUN cana-4559 139 25 , , PUNCT cana-4559 139 26 and and CCONJ cana-4559 139 27 overall overall ADJ cana-4559 139 28 cost cost NOUN cana-4559 139 29 . . PUNCT cana-4559 140 1 the the DET cana-4559 140 2 employed employ VERB cana-4559 140 3 technique technique NOUN cana-4559 140 4 facilitates facilitate VERB cana-4559 140 5 the the DET cana-4559 140 6 regulation regulation NOUN cana-4559 140 7 of of ADP cana-4559 140 8 the the DET cana-4559 140 9 magnitude magnitude NOUN cana-4559 140 10 of of ADP cana-4559 140 11 dc dc PROPN cana-4559 140 12 sources source NOUN cana-4559 140 13 . . PUNCT cana-4559 141 1 this this DET cana-4559 141 2 calculation calculation NOUN cana-4559 141 3 is be AUX cana-4559 141 4 introduced introduce VERB cana-4559 141 5 to to PART cana-4559 141 6 ascertain ascertain VERB cana-4559 141 7 the the DET cana-4559 141 8 optimal optimal ADJ cana-4559 141 9 dc dc PROPN cana-4559 141 10 voltage voltage NOUN cana-4559 141 11 ratio ratio NOUN cana-4559 141 12 for for ADP cana-4559 141 13 the the DET cana-4559 141 14 mli mli PROPN cana-4559 141 15 , , PUNCT cana-4559 141 16 which which PRON cana-4559 141 17 influences influence VERB cana-4559 141 18 the the DET cana-4559 141 19 number number NOUN cana-4559 141 20 of of ADP cana-4559 141 21 voltage voltage NOUN cana-4559 141 22 levels level NOUN cana-4559 141 23 available available ADJ cana-4559 141 24 for for ADP cana-4559 141 25 the the DET cana-4559 141 26 subsequent subsequent ADJ cana-4559 141 27 high high PROPN cana-4559 141 28 pq pq PROPN cana-4559 141 29 . . PROPN cana-4559 141 30 fig-2 fig-2 VERB cana-4559 141 31 flowchart flowchart NOUN cana-4559 141 32 of of ADP cana-4559 141 33 voltage voltage NOUN cana-4559 141 34 controller controller NOUN cana-4559 141 35 communications communication NOUN cana-4559 141 36 on on ADP cana-4559 141 37 applied apply VERB cana-4559 141 38 nonlinear nonlinear ADJ cana-4559 141 39 analysis analysis NOUN cana-4559 141 40 issn issn NOUN cana-4559 141 41 : : PUNCT cana-4559 141 42 1074 1074 NUM cana-4559 141 43 - - PUNCT cana-4559 141 44 133x 133x NUM cana-4559 141 45 vol vol NOUN cana-4559 141 46 32 32 NUM cana-4559 141 47 no no NOUN cana-4559 141 48 . . PUNCT cana-4559 142 1 9s 9s NUM cana-4559 142 2 ( ( PUNCT cana-4559 142 3 2025 2025 NUM cana-4559 142 4 ) ) PUNCT cana-4559 142 5 2548 2548 NUM cana-4559 142 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 142 7 a a DET cana-4559 142 8 cascade cascade NOUN cana-4559 142 9 multilevel multilevel NOUN cana-4559 142 10 inverter inverter NOUN cana-4559 142 11 ( ( PUNCT cana-4559 142 12 cmli cmli ADJ cana-4559 142 13 ) ) PUNCT cana-4559 142 14 is be AUX cana-4559 142 15 designed design VERB cana-4559 142 16 to to PART cana-4559 142 17 synthesize synthesize VERB cana-4559 142 18 a a DET cana-4559 142 19 near near ADJ cana-4559 142 20 - - PUNCT cana-4559 142 21 sinusoidal sinusoidal NOUN cana-4559 142 22 waveform waveform NOUN cana-4559 142 23 from from ADP cana-4559 142 24 multiple multiple ADJ cana-4559 142 25 dc dc PROPN cana-4559 142 26 voltage voltage NOUN cana-4559 142 27 sources source NOUN cana-4559 142 28 using use VERB cana-4559 142 29 a a DET cana-4559 142 30 series series NOUN cana-4559 142 31 of of ADP cana-4559 142 32 h h NOUN cana-4559 142 33 - - PUNCT cana-4559 142 34 bridge bridge NOUN cana-4559 142 35 inverters inverter NOUN cana-4559 142 36 . . PUNCT cana-4559 143 1 it it PRON cana-4559 143 2 operates operate VERB cana-4559 143 3 based base VERB cana-4559 143 4 on on ADP cana-4559 143 5 the the DET cana-4559 143 6 principle principle NOUN cana-4559 143 7 of of ADP cana-4559 143 8 series series NOUN cana-4559 143 9 connection connection NOUN cana-4559 143 10 of of ADP cana-4559 143 11 multiple multiple ADJ cana-4559 143 12 h h ADJ cana-4559 143 13 - - PUNCT cana-4559 143 14 bridge bridge NOUN cana-4559 143 15 inverters inverter NOUN cana-4559 143 16 , , PUNCT cana-4559 143 17 each each PRON cana-4559 143 18 generating generate VERB cana-4559 143 19 different different ADJ cana-4559 143 20 voltage voltage NOUN cana-4559 143 21 levels level NOUN cana-4559 143 22 . . PUNCT cana-4559 144 1 pso pso NOUN cana-4559 144 2 is be AUX cana-4559 144 3 a a DET cana-4559 144 4 stochastic stochastic ADJ cana-4559 144 5 search search NOUN cana-4559 144 6 method method NOUN cana-4559 144 7 , , PUNCT cana-4559 144 8 which which PRON cana-4559 144 9 takes take VERB cana-4559 144 10 a a DET cana-4559 144 11 considerable considerable ADJ cana-4559 144 12 amount amount NOUN cana-4559 144 13 of of ADP cana-4559 144 14 time time NOUN cana-4559 144 15 to to PART cana-4559 144 16 track track VERB cana-4559 144 17 a a DET cana-4559 144 18 global global ADJ cana-4559 144 19 peak peak NOUN cana-4559 144 20 . . PUNCT cana-4559 145 1 so so ADV cana-4559 145 2 some some DET cana-4559 145 3 modifications modification NOUN cana-4559 145 4 were be AUX cana-4559 145 5 required require VERB cana-4559 145 6 . . PUNCT cana-4559 146 1 in in ADP cana-4559 146 2 the the DET cana-4559 146 3 new new ADJ cana-4559 146 4 ann ann PROPN cana-4559 146 5 and and CCONJ cana-4559 146 6 pso pso NOUN cana-4559 146 7 based base VERB cana-4559 146 8 hybrid hybrid NOUN cana-4559 146 9 method method NOUN cana-4559 146 10 , , PUNCT cana-4559 146 11 the the DET cana-4559 146 12 initial initial ADJ cana-4559 146 13 particle particle NOUN cana-4559 146 14 position position NOUN cana-4559 146 15 of of ADP cana-4559 146 16 particle particle NOUN cana-4559 146 17 swarm swarm NOUN cana-4559 146 18 optimization optimization NOUN cana-4559 146 19 ( ( PUNCT cana-4559 146 20 pso pso NOUN cana-4559 146 21 ) ) PUNCT cana-4559 146 22 method method NOUN cana-4559 146 23 is be AUX cana-4559 146 24 provided provide VERB cana-4559 146 25 by by ADP cana-4559 146 26 an an DET cana-4559 146 27 artificial artificial ADJ cana-4559 146 28 neural neural ADJ cana-4559 146 29 network network NOUN cana-4559 146 30 ( ( PUNCT cana-4559 146 31 ann ann PROPN cana-4559 146 32 ) ) PUNCT cana-4559 146 33 . . PUNCT cana-4559 147 1 this this DET cana-4559 147 2 initial initial ADJ cana-4559 147 3 particle particle NOUN cana-4559 147 4 position(ic position(ic NOUN cana-4559 147 5 ) ) PUNCT cana-4559 147 6 is be AUX cana-4559 147 7 near near ADP cana-4559 147 8 the the DET cana-4559 147 9 global global ADJ cana-4559 147 10 mpp mpp NOUN cana-4559 147 11 . . PUNCT cana-4559 148 1 so so ADV cana-4559 148 2 the the DET cana-4559 148 3 range range NOUN cana-4559 148 4 of of ADP cana-4559 148 5 the the DET cana-4559 148 6 pso pso NOUN cana-4559 148 7 algorithm algorithm NOUN cana-4559 148 8 is be AUX cana-4559 148 9 reduced reduce VERB cana-4559 148 10 . . PUNCT cana-4559 149 1 using use VERB cana-4559 149 2 this this DET cana-4559 149 3 initial initial ADJ cana-4559 149 4 value value NOUN cana-4559 149 5 , , PUNCT cana-4559 149 6 the the DET cana-4559 149 7 pso pso NOUN cana-4559 149 8 algorithm algorithm NOUN cana-4559 149 9 detects detect VERB cana-4559 149 10 the the DET cana-4559 149 11 output output NOUN cana-4559 149 12 current current NOUN cana-4559 149 13 of of ADP cana-4559 149 14 the the DET cana-4559 149 15 pv pv NOUN cana-4559 149 16 array array NOUN cana-4559 149 17 at at ADP cana-4559 149 18 global global ADJ cana-4559 149 19 mpp mpp PROPN cana-4559 149 20 . . PUNCT cana-4559 150 1 and and CCONJ cana-4559 150 2 the the DET cana-4559 150 3 pso pso NOUN cana-4559 150 4 algorithm algorithm NOUN cana-4559 150 5 is be AUX cana-4559 150 6 now now ADV cana-4559 150 7 able able ADJ cana-4559 150 8 to to PART cana-4559 150 9 find find VERB cana-4559 150 10 the the DET cana-4559 150 11 global global ADJ cana-4559 150 12 mpp mpp NOUN cana-4559 150 13 quickly quickly ADV cana-4559 150 14 . . PUNCT cana-4559 151 1 also also ADV cana-4559 151 2 , , PUNCT cana-4559 151 3 whenever whenever SCONJ cana-4559 151 4 there there PRON cana-4559 151 5 is be VERB cana-4559 151 6 a a DET cana-4559 151 7 sudden sudden ADJ cana-4559 151 8 change change NOUN cana-4559 151 9 of of ADP cana-4559 151 10 solar solar ADJ cana-4559 151 11 irradiance irradiance NOUN cana-4559 151 12 , , PUNCT cana-4559 151 13 ann ann PROPN cana-4559 151 14 detects detect VERB cana-4559 151 15 the the DET cana-4559 151 16 change change NOUN cana-4559 151 17 & & CCONJ cana-4559 151 18 provides provide VERB cana-4559 151 19 a a DET cana-4559 151 20 new new ADJ cana-4559 151 21 initial initial ADJ cana-4559 151 22 particle particle NOUN cana-4559 151 23 position position NOUN cana-4559 151 24 ( ( PUNCT cana-4559 151 25 ic ic NUM cana-4559 151 26 ) ) PUNCT cana-4559 151 27 for for ADP cana-4559 151 28 the the DET cana-4559 151 29 pso pso NOUN cana-4559 151 30 algorithm algorithm NOUN cana-4559 151 31 . . PUNCT cana-4559 152 1 numerous numerous ADJ cana-4559 152 2 particles particle NOUN cana-4559 152 3 ( ( PUNCT cana-4559 152 4 agents agent NOUN cana-4559 152 5 ) ) PUNCT cana-4559 152 6 are be AUX cana-4559 152 7 employed employ VERB cana-4559 152 8 in in ADP cana-4559 152 9 pso pso NOUN cana-4559 152 10 algorithm algorithm NOUN cana-4559 152 11 , , PUNCT cana-4559 152 12 and and CCONJ cana-4559 152 13 each each DET cana-4559 152 14 agent agent NOUN cana-4559 152 15 can can AUX cana-4559 152 16 share share VERB cana-4559 152 17 the the DET cana-4559 152 18 information information NOUN cana-4559 152 19 within within ADP cana-4559 152 20 their their PRON cana-4559 152 21 own own ADJ cana-4559 152 22 search search NOUN cana-4559 152 23 process process NOUN cana-4559 152 24 . . PUNCT cana-4559 153 1 there there PRON cana-4559 153 2 are be VERB cana-4559 153 3 two two NUM cana-4559 153 4 basic basic ADJ cana-4559 153 5 rules rule NOUN cana-4559 153 6 need need VERB cana-4559 153 7 to to PART cana-4559 153 8 be be AUX cana-4559 153 9 followed follow VERB cana-4559 153 10 by by ADP cana-4559 153 11 each each DET cana-4559 153 12 particle particle NOUN cana-4559 153 13 : : PUNCT cana-4559 153 14 tracking track VERB cana-4559 153 15 the the DET cana-4559 153 16 most most ADV cana-4559 153 17 effective effective ADJ cana-4559 153 18 performing perform VERB cana-4559 153 19 particle particle NOUN cana-4559 153 20 , , PUNCT cana-4559 153 21 and and CCONJ cana-4559 153 22 determining determine VERB cana-4559 153 23 the the DET cana-4559 153 24 optimum optimum ADJ cana-4559 153 25 conditions condition NOUN cana-4559 153 26 acquired acquire VERB cana-4559 153 27 by by ADP cana-4559 153 28 the the DET cana-4559 153 29 particle particle NOUN cana-4559 153 30 itself itself PRON cana-4559 153 31 . . PUNCT cana-4559 154 1 by by ADP cana-4559 154 2 following follow VERB cana-4559 154 3 the the DET cana-4559 154 4 above above ADJ cana-4559 154 5 two two NUM cana-4559 154 6 rules rule NOUN cana-4559 154 7 , , PUNCT cana-4559 154 8 each each DET cana-4559 154 9 particle particle NOUN cana-4559 154 10 can can AUX cana-4559 154 11 eventually eventually ADV cana-4559 154 12 progress progress VERB cana-4559 154 13 to to ADP cana-4559 154 14 the the DET cana-4559 154 15 optimal optimal ADJ cana-4559 154 16 solution solution NOUN cana-4559 154 17 . . PUNCT cana-4559 155 1 the the DET cana-4559 155 2 following follow VERB cana-4559 155 3 two two NUM cana-4559 155 4 equations equation NOUN cana-4559 155 5 can can AUX cana-4559 155 6 be be AUX cana-4559 155 7 used use VERB cana-4559 155 8 to to PART cana-4559 155 9 characterize characterize VERB cana-4559 155 10 the the DET cana-4559 155 11 standard standard ADJ cana-4559 155 12 pso pso NOUN cana-4559 155 13 method method NOUN cana-4559 155 14 : : PUNCT cana-4559 156 1 πœƒπ‘– πœƒπ‘– PRON cana-4559 156 2 π‘˜+1 π‘˜+1 NOUN cana-4559 156 3 = = PUNCT cana-4559 156 4 π‘€πœƒπ‘– π‘€πœƒπ‘– VERB cana-4559 156 5 π‘˜ π‘˜ PRON cana-4559 156 6 + + X cana-4559 156 7 𝑐1π‘Ÿ1[𝑃𝑏𝑒𝑠𝑑 𝑐1π‘Ÿ1[𝑃𝑏𝑒𝑠𝑑 NOUN cana-4559 157 1 βˆ’ βˆ’ PROPN cana-4559 157 2 𝑋𝑖 𝑋𝑖 NOUN cana-4559 157 3 π‘˜ π‘˜ PRON cana-4559 157 4 ] ] X cana-4559 157 5 + + CCONJ cana-4559 157 6 𝑐2π‘Ÿ2[𝐺𝑏𝑒𝑠𝑑 𝑐2π‘Ÿ2[𝐺𝑏𝑒𝑠𝑑 NOUN cana-4559 157 7 βˆ’ βˆ’ NOUN cana-4559 157 8 𝑋𝑖 𝑋𝑖 NOUN cana-4559 157 9 π‘˜ π‘˜ PRON cana-4559 157 10 ] ] X cana-4559 157 11 ( ( PUNCT cana-4559 157 12 3 3 X cana-4559 157 13 ) ) PUNCT cana-4559 157 14 𝑋𝑖 𝑋𝑖 NOUN cana-4559 157 15 π‘˜+1 π‘˜+1 NOUN cana-4559 157 16 = = PUNCT cana-4559 158 1 𝑋𝑖 𝑋𝑖 NOUN cana-4559 158 2 π‘˜ π‘˜ PROPN cana-4559 159 1 + + NOUN cana-4559 159 2 πœƒπ‘– πœƒπ‘– PRON cana-4559 159 3 π‘˜+1 π‘˜+1 X cana-4559 159 4 ( ( PUNCT cana-4559 159 5 4 4 NUM cana-4559 159 6 ) ) PUNCT cana-4559 159 7 where where SCONJ cana-4559 159 8 𝑋𝑖 𝑋𝑖 PROPN cana-4559 159 9 π‘˜is π‘˜is VERB cana-4559 159 10 the the DET cana-4559 159 11 position position NOUN cana-4559 159 12 of of ADP cana-4559 159 13 the the DET cana-4559 159 14 particle particle NOUN cana-4559 159 15 i i PROPN cana-4559 159 16 , , PUNCT cana-4559 159 17 and and CCONJ cana-4559 159 18 πœƒπ‘– πœƒπ‘– PRON cana-4559 159 19 π‘˜represents π‘˜represent VERB cana-4559 159 20 its its PRON cana-4559 159 21 velocity velocity NOUN cana-4559 159 22 . . PUNCT cana-4559 160 1 the the DET cana-4559 160 2 iteration iteration NOUN cana-4559 160 3 number number NOUN cana-4559 160 4 is be AUX cana-4559 160 5 denoated denoate VERB cana-4559 160 6 by by ADP cana-4559 160 7 k k PROPN cana-4559 160 8 , , PUNCT cana-4559 160 9 and and CCONJ cana-4559 160 10 w w NOUN cana-4559 160 11 is be AUX cana-4559 160 12 the the DET cana-4559 160 13 inertia inertia NOUN cana-4559 160 14 weight weight NOUN cana-4559 160 15 . . PUNCT cana-4559 161 1 r1 r1 PROPN cana-4559 161 2 and and CCONJ cana-4559 161 3 r2 r2 PROPN cana-4559 161 4 are be AUX cana-4559 161 5 random random ADJ cana-4559 161 6 values value NOUN cana-4559 161 7 distributed distribute VERB cana-4559 161 8 within within ADP cana-4559 161 9 [ [ X cana-4559 161 10 0 0 NUM cana-4559 161 11 , , PUNCT cana-4559 161 12 1 1 NUM cana-4559 161 13 ] ] PUNCT cana-4559 161 14 , , PUNCT cana-4559 161 15 and and CCONJ cana-4559 161 16 the the DET cana-4559 161 17 cognitive cognitive ADJ cana-4559 161 18 and and CCONJ cana-4559 161 19 social social ADJ cana-4559 161 20 coefficients coefficient NOUN cana-4559 161 21 are be AUX cana-4559 161 22 described describe VERB cana-4559 161 23 by by ADP cana-4559 161 24 c1 c1 PROPN cana-4559 161 25 and and CCONJ cana-4559 161 26 c2 c2 PROPN cana-4559 161 27 , , PUNCT cana-4559 161 28 respectively respectively ADV cana-4559 161 29 . . PUNCT cana-4559 162 1 𝑃𝑏𝑒𝑠𝑑 𝑃𝑏𝑒𝑠𝑑 PROPN cana-4559 162 2 is be AUX cana-4559 162 3 used use VERB cana-4559 162 4 to to PART cana-4559 162 5 store store VERB cana-4559 162 6 the the DET cana-4559 162 7 best good ADJ cana-4559 162 8 experience experience NOUN cana-4559 162 9 by by ADP cana-4559 162 10 the the DET cana-4559 162 11 particle particle NOUN cana-4559 162 12 itself itself PRON cana-4559 162 13 , , PUNCT cana-4559 162 14 and and CCONJ cana-4559 162 15 the the DET cana-4559 162 16 best good ADJ cana-4559 162 17 position position NOUN cana-4559 162 18 of of ADP cana-4559 162 19 all all DET cana-4559 162 20 particles particle NOUN cana-4559 162 21 is be AUX cana-4559 162 22 kept keep VERB cana-4559 162 23 in in ADP cana-4559 162 24 𝐺𝑏𝑒𝑠𝑑. 𝐺𝑏𝑒𝑠𝑑. NOUN cana-4559 162 25 the the DET cana-4559 162 26 flowchart flowchart NOUN cana-4559 162 27 of of ADP cana-4559 162 28 the the DET cana-4559 162 29 standard standard ADJ cana-4559 162 30 pso pso NOUN cana-4559 162 31 algorithm algorithm NOUN cana-4559 162 32 step step NOUN cana-4559 162 33 is be AUX cana-4559 162 34 described describe VERB cana-4559 162 35 as as ADP cana-4559 162 36 follows follow VERB cana-4559 162 37 : : PUNCT cana-4559 162 38 step step NOUN cana-4559 162 39 1 1 NUM cana-4559 162 40 : : PUNCT cana-4559 162 41 initialize initialize VERB cana-4559 162 42 the the DET cana-4559 162 43 particles particle NOUN cana-4559 162 44 randomly randomly ADV cana-4559 162 45 in in ADP cana-4559 162 46 the the DET cana-4559 162 47 search search NOUN cana-4559 162 48 space space NOUN cana-4559 162 49 . . PUNCT cana-4559 163 1 step step NOUN cana-4559 163 2 2 2 NUM cana-4559 163 3 : : PUNCT cana-4559 163 4 evaluate evaluate VERB cana-4559 163 5 the the DET cana-4559 163 6 fitness fitness NOUN cana-4559 163 7 value value NOUN cana-4559 163 8 of of ADP cana-4559 163 9 each each DET cana-4559 163 10 particle particle NOUN cana-4559 163 11 by by ADP cana-4559 163 12 sending send VERB cana-4559 163 13 the the DET cana-4559 163 14 candidate candidate NOUN cana-4559 163 15 solution solution NOUN cana-4559 163 16 to to ADP cana-4559 163 17 the the DET cana-4559 163 18 objective objective ADJ cana-4559 163 19 function function NOUN cana-4559 163 20 . . PUNCT cana-4559 164 1 step step NOUN cana-4559 164 2 3 3 NUM cana-4559 164 3 : : PUNCT cana-4559 164 4 update update VERB cana-4559 164 5 𝑃best 𝑃best PROPN cana-4559 164 6 and and CCONJ cana-4559 164 7 𝐺best 𝐺best PROPN cana-4559 164 8 step step NOUN cana-4559 164 9 4 4 NUM cana-4559 164 10 : : PUNCT cana-4559 164 11 update update VERB cana-4559 164 12 the the DET cana-4559 164 13 position position NOUN cana-4559 164 14 and and CCONJ cana-4559 164 15 velocity velocity NOUN cana-4559 164 16 of of ADP cana-4559 164 17 each each DET cana-4559 164 18 particle particle NOUN cana-4559 164 19 . . PUNCT cana-4559 165 1 step step NOUN cana-4559 165 2 5 5 NUM cana-4559 165 3 : : PUNCT cana-4559 165 4 re re VERB cana-4559 165 5 - - VERB cana-4559 165 6 initialize initialize VERB cana-4559 165 7 the the DET cana-4559 165 8 pso pso NOUN cana-4559 165 9 algorithm algorithm NOUN cana-4559 165 10 unless unless SCONJ cana-4559 165 11 the the DET cana-4559 165 12 constrain constrain NOUN cana-4559 165 13 is be AUX cana-4559 165 14 met meet VERB cana-4559 165 15 . . PUNCT cana-4559 166 1 in in ADP cana-4559 166 2 other other ADJ cana-4559 166 3 words word NOUN cana-4559 166 4 , , PUNCT cana-4559 166 5 the the DET cana-4559 166 6 algorithm algorithm NOUN cana-4559 166 7 stops stop VERB cana-4559 166 8 when when SCONJ cana-4559 166 9 the the DET cana-4559 166 10 𝐺best 𝐺best PROPN cana-4559 166 11 is be AUX cana-4559 166 12 founded found VERB cana-4559 166 13 . . PUNCT cana-4559 167 1 fig-3 fig-3 AUX cana-4559 167 2 inverter inverter ADJ cana-4559 167 3 controller controller NOUN cana-4559 167 4 communications communication NOUN cana-4559 167 5 on on ADP cana-4559 167 6 applied apply VERB cana-4559 167 7 nonlinear nonlinear ADJ cana-4559 167 8 analysis analysis NOUN cana-4559 167 9 issn issn NOUN cana-4559 167 10 : : PUNCT cana-4559 167 11 1074 1074 NUM cana-4559 167 12 - - PUNCT cana-4559 167 13 133x 133x NUM cana-4559 167 14 vol vol NOUN cana-4559 167 15 32 32 NUM cana-4559 167 16 no no NOUN cana-4559 167 17 . . PUNCT cana-4559 168 1 9s 9s NUM cana-4559 168 2 ( ( PUNCT cana-4559 168 3 2025 2025 NUM cana-4559 168 4 ) ) PUNCT cana-4559 168 5 2549 2549 NUM cana-4559 168 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 168 7 an an DET cana-4559 168 8 inverter inverter ADJ cana-4559 168 9 controller controller NOUN cana-4559 168 10 ( ( PUNCT cana-4559 168 11 fig-3 fig-3 NOUN cana-4559 168 12 ) ) PUNCT cana-4559 168 13 for for ADP cana-4559 168 14 grid grid NOUN cana-4559 168 15 - - PUNCT cana-4559 168 16 connected connect VERB cana-4559 168 17 systems system NOUN cana-4559 168 18 integrates integrate VERB cana-4559 168 19 dq dq PROPN cana-4559 168 20 - - PUNCT cana-4559 168 21 abc abc PROPN cana-4559 168 22 transformation transformation NOUN cana-4559 168 23 , , PUNCT cana-4559 168 24 hysteresis hysteresis NOUN cana-4559 168 25 current current ADJ cana-4559 168 26 control control NOUN cana-4559 168 27 , , PUNCT cana-4559 168 28 pll pll PROPN cana-4559 168 29 , , PUNCT cana-4559 168 30 and and CCONJ cana-4559 168 31 grid grid VERB cana-4559 168 32 current current ADJ cana-4559 168 33 regulation regulation NOUN cana-4559 168 34 to to PART cana-4559 168 35 ensure ensure VERB cana-4559 168 36 stable stable ADJ cana-4559 168 37 and and CCONJ cana-4559 168 38 efficient efficient ADJ cana-4559 168 39 power power NOUN cana-4559 168 40 injection injection NOUN cana-4559 168 41 . . PUNCT cana-4559 169 1 the the DET cana-4559 169 2 phase phase NOUN cana-4559 169 3 - - PUNCT cana-4559 169 4 locked lock VERB cana-4559 169 5 loop loop NOUN cana-4559 169 6 ( ( PUNCT cana-4559 169 7 pll pll PROPN cana-4559 169 8 ) ) PUNCT cana-4559 169 9 extracts extract NOUN cana-4559 169 10 the the DET cana-4559 169 11 grid grid NOUN cana-4559 169 12 phase phase NOUN cana-4559 169 13 angle angle NOUN cana-4559 169 14 ( ( PUNCT cana-4559 169 15 ΞΈ ΞΈ NOUN cana-4559 169 16 ) ) PUNCT cana-4559 169 17 , , PUNCT cana-4559 169 18 enabling enable VERB cana-4559 169 19 synchronization synchronization NOUN cana-4559 169 20 . . PUNCT cana-4559 170 1 the the DET cana-4559 170 2 abc abc PROPN cana-4559 170 3 - - PUNCT cana-4559 170 4 dq dq PROPN cana-4559 170 5 transformation transformation NOUN cana-4559 170 6 simplifies simplifie NOUN cana-4559 170 7 control control NOUN cana-4559 170 8 by by ADP cana-4559 170 9 converting convert VERB cana-4559 170 10 three three NUM cana-4559 170 11 - - PUNCT cana-4559 170 12 phase phase NOUN cana-4559 170 13 grid grid NOUN cana-4559 170 14 currents current NOUN cana-4559 170 15 into into ADP cana-4559 170 16 the the DET cana-4559 170 17 synchronous synchronous ADJ cana-4559 170 18 reference reference NOUN cana-4559 170 19 frame frame NOUN cana-4559 170 20 . . PUNCT cana-4559 171 1 a a DET cana-4559 171 2 pi pi NOUN cana-4559 171 3 controller controller NOUN cana-4559 171 4 regulates regulate VERB cana-4559 171 5 the the DET cana-4559 171 6 dq dq PROPN cana-4559 171 7 currents current NOUN cana-4559 171 8 , , PUNCT cana-4559 171 9 ensuring ensure VERB cana-4559 171 10 precise precise ADJ cana-4559 171 11 active active ADJ cana-4559 171 12 and and CCONJ cana-4559 171 13 reactive reactive ADJ cana-4559 171 14 power power NOUN cana-4559 171 15 control control NOUN cana-4559 171 16 . . PUNCT cana-4559 172 1 the the DET cana-4559 172 2 controlled control VERB cana-4559 172 3 dq dq NOUN cana-4559 172 4 outputs output NOUN cana-4559 172 5 are be AUX cana-4559 172 6 then then ADV cana-4559 172 7 converted convert VERB cana-4559 172 8 back back ADV cana-4559 172 9 to to ADP cana-4559 172 10 abc abc PROPN cana-4559 172 11 for for ADP cana-4559 172 12 generating generate VERB cana-4559 172 13 pulse pulse NOUN cana-4559 172 14 - - PUNCT cana-4559 172 15 width width NOUN cana-4559 172 16 modulation modulation NOUN cana-4559 172 17 ( ( PUNCT cana-4559 172 18 pwm pwm NOUN cana-4559 172 19 ) ) PUNCT cana-4559 172 20 signals signal NOUN cana-4559 172 21 for for ADP cana-4559 172 22 the the DET cana-4559 172 23 inverter inverter ADJ cana-4559 172 24 switches switch NOUN cana-4559 172 25 . . PUNCT cana-4559 173 1 hysteresis hysteresis NOUN cana-4559 173 2 current current ADJ cana-4559 173 3 control control NOUN cana-4559 173 4 is be AUX cana-4559 173 5 used use VERB cana-4559 173 6 for for ADP cana-4559 173 7 current current ADJ cana-4559 173 8 regulation regulation NOUN cana-4559 173 9 , , PUNCT cana-4559 173 10 where where SCONJ cana-4559 173 11 switching switching NOUN cana-4559 173 12 occurs occur VERB cana-4559 173 13 within within ADP cana-4559 173 14 a a DET cana-4559 173 15 defined define VERB cana-4559 173 16 error error NOUN cana-4559 173 17 band band NOUN cana-4559 173 18 , , PUNCT cana-4559 173 19 ensuring ensure VERB cana-4559 173 20 a a DET cana-4559 173 21 fast fast ADJ cana-4559 173 22 dynamic dynamic ADJ cana-4559 173 23 response response NOUN cana-4559 173 24 . . PUNCT cana-4559 174 1 however however ADV cana-4559 174 2 , , PUNCT cana-4559 174 3 it it PRON cana-4559 174 4 results result VERB cana-4559 174 5 in in ADP cana-4559 174 6 a a DET cana-4559 174 7 variable variable ADJ cana-4559 174 8 switching switching NOUN cana-4559 174 9 frequency frequency NOUN cana-4559 174 10 . . PUNCT cana-4559 175 1 the the DET cana-4559 175 2 grid grid ADJ cana-4559 175 3 current current ADJ cana-4559 175 4 controller controller NOUN cana-4559 175 5 ensures ensure VERB cana-4559 175 6 smooth smooth ADJ cana-4559 175 7 power power NOUN cana-4559 175 8 injection injection NOUN cana-4559 175 9 , , PUNCT cana-4559 175 10 reducing reduce VERB cana-4559 175 11 harmonics harmonic NOUN cana-4559 175 12 and and CCONJ cana-4559 175 13 maintaining maintain VERB cana-4559 175 14 grid grid NOUN cana-4559 175 15 compliance compliance NOUN cana-4559 175 16 . . PUNCT cana-4559 176 1 this this DET cana-4559 176 2 control control NOUN cana-4559 176 3 strategy strategy NOUN cana-4559 176 4 enhances enhance VERB cana-4559 176 5 power power NOUN cana-4559 176 6 quality quality NOUN cana-4559 176 7 , , PUNCT cana-4559 176 8 making make VERB cana-4559 176 9 the the DET cana-4559 176 10 inverter inverter NOUN cana-4559 176 11 suitable suitable ADJ cana-4559 176 12 for for ADP cana-4559 176 13 renewable renewable ADJ cana-4559 176 14 energy energy NOUN cana-4559 176 15 integration integration NOUN cana-4559 176 16 and and CCONJ cana-4559 176 17 stable stable ADJ cana-4559 176 18 grid grid NOUN cana-4559 176 19 operation operation NOUN cana-4559 176 20 . . PUNCT cana-4559 177 1 fig-4 fig-4 VERB cana-4559 177 2 cascade cascade NOUN cana-4559 177 3 multilevel multilevel NOUN cana-4559 177 4 inverter inverter NOUN cana-4559 177 5 controller controller NOUN cana-4559 177 6 a a DET cana-4559 177 7 cascade cascade NOUN cana-4559 177 8 multilevel multilevel NOUN cana-4559 177 9 inverter inverter NOUN cana-4559 177 10 ( ( PUNCT cana-4559 177 11 cmli cmli ADJ cana-4559 177 12 ) ) PUNCT cana-4559 177 13 controller controller NOUN cana-4559 177 14 ( ( PUNCT cana-4559 177 15 shown show VERB cana-4559 177 16 in in ADP cana-4559 177 17 fig-4 fig-4 ADJ cana-4559 177 18 ) ) PUNCT cana-4559 177 19 for for ADP cana-4559 177 20 grid grid NOUN cana-4559 177 21 integration integration NOUN cana-4559 177 22 combines combine VERB cana-4559 177 23 dqabc dqabc PROPN cana-4559 177 24 transformation transformation NOUN cana-4559 177 25 , , PUNCT cana-4559 177 26 hysteresis hysteresis NOUN cana-4559 177 27 current current ADJ cana-4559 177 28 control control NOUN cana-4559 177 29 , , PUNCT cana-4559 177 30 pll pll PROPN cana-4559 177 31 , , PUNCT cana-4559 177 32 and and CCONJ cana-4559 177 33 grid grid VERB cana-4559 177 34 current current ADJ cana-4559 177 35 regulation regulation NOUN cana-4559 177 36 to to PART cana-4559 177 37 achieve achieve VERB cana-4559 177 38 efficient efficient ADJ cana-4559 177 39 power power NOUN cana-4559 177 40 conversion conversion NOUN cana-4559 177 41 and and CCONJ cana-4559 177 42 grid grid NOUN cana-4559 177 43 synchronization synchronization NOUN cana-4559 177 44 . . PUNCT cana-4559 178 1 the the DET cana-4559 178 2 phase phase NOUN cana-4559 178 3 - - PUNCT cana-4559 178 4 locked lock VERB cana-4559 178 5 loop loop NOUN cana-4559 178 6 ( ( PUNCT cana-4559 178 7 pll pll PROPN cana-4559 178 8 ) ) PUNCT cana-4559 178 9 extracts extract NOUN cana-4559 178 10 the the DET cana-4559 178 11 grid grid NOUN cana-4559 178 12 phase phase NOUN cana-4559 178 13 angle angle NOUN cana-4559 178 14 ( ( PUNCT cana-4559 178 15 ΞΈ ΞΈ NOUN cana-4559 178 16 ) ) PUNCT cana-4559 178 17 to to PART cana-4559 178 18 synchronize synchronize VERB cana-4559 178 19 the the DET cana-4559 178 20 inverter inverter NOUN cana-4559 178 21 with with ADP cana-4559 178 22 the the DET cana-4559 178 23 grid grid NOUN cana-4559 178 24 . . PUNCT cana-4559 179 1 using use VERB cana-4559 179 2 abc abc PROPN cana-4559 179 3 - - PUNCT cana-4559 179 4 dq dq NOUN cana-4559 179 5 transformation transformation NOUN cana-4559 179 6 , , PUNCT cana-4559 179 7 three three NUM cana-4559 179 8 - - PUNCT cana-4559 179 9 phase phase NOUN cana-4559 179 10 grid grid NOUN cana-4559 179 11 currents current NOUN cana-4559 179 12 are be AUX cana-4559 179 13 converted convert VERB cana-4559 179 14 into into ADP cana-4559 179 15 dq dq PROPN cana-4559 179 16 components component NOUN cana-4559 179 17 , , PUNCT cana-4559 179 18 simplifying simplify VERB cana-4559 179 19 control control NOUN cana-4559 179 20 . . PUNCT cana-4559 180 1 a a DET cana-4559 180 2 pi pi NOUN cana-4559 180 3 controller controller NOUN cana-4559 180 4 regulates regulate VERB cana-4559 180 5 dq dq NOUN cana-4559 180 6 currents current NOUN cana-4559 180 7 to to PART cana-4559 180 8 maintain maintain VERB cana-4559 180 9 active active ADJ cana-4559 180 10 and and CCONJ cana-4559 180 11 reactive reactive ADJ cana-4559 180 12 power power NOUN cana-4559 180 13 at at ADP cana-4559 180 14 desired desire VERB cana-4559 180 15 levels level NOUN cana-4559 180 16 . . PUNCT cana-4559 181 1 the the DET cana-4559 181 2 controlled control VERB cana-4559 181 3 signals signal NOUN cana-4559 181 4 are be AUX cana-4559 181 5 then then ADV cana-4559 181 6 transformed transform VERB cana-4559 181 7 back back ADV cana-4559 181 8 to to ADP cana-4559 181 9 abc abc PROPN cana-4559 181 10 for for ADP cana-4559 181 11 generating generate VERB cana-4559 181 12 switching switching NOUN cana-4559 181 13 pulses pulse NOUN cana-4559 181 14 for for ADP cana-4559 181 15 the the DET cana-4559 181 16 cmli cmli NOUN cana-4559 181 17 , , PUNCT cana-4559 181 18 ensuring ensure VERB cana-4559 181 19 stable stable ADJ cana-4559 181 20 and and CCONJ cana-4559 181 21 efficient efficient ADJ cana-4559 181 22 operation operation NOUN cana-4559 181 23 . . PUNCT cana-4559 182 1 for for ADP cana-4559 182 2 precise precise ADJ cana-4559 182 3 current current ADJ cana-4559 182 4 regulation regulation NOUN cana-4559 182 5 , , PUNCT cana-4559 182 6 hysteresis hysteresis NOUN cana-4559 182 7 current current ADJ cana-4559 182 8 control control NOUN cana-4559 182 9 is be AUX cana-4559 182 10 implemented implement VERB cana-4559 182 11 , , PUNCT cana-4559 182 12 switching switch VERB cana-4559 182 13 within within ADP cana-4559 182 14 an an DET cana-4559 182 15 error error NOUN cana-4559 182 16 band band NOUN cana-4559 182 17 to to PART cana-4559 182 18 provide provide VERB cana-4559 182 19 a a DET cana-4559 182 20 fast fast ADJ cana-4559 182 21 response response NOUN cana-4559 182 22 while while SCONJ cana-4559 182 23 maintaining maintain VERB cana-4559 182 24 power power NOUN cana-4559 182 25 quality quality NOUN cana-4559 182 26 . . PUNCT cana-4559 183 1 the the DET cana-4559 183 2 grid grid ADJ cana-4559 183 3 current current ADJ cana-4559 183 4 controller controller NOUN cana-4559 183 5 ensures ensure VERB cana-4559 183 6 smooth smooth ADJ cana-4559 183 7 power power NOUN cana-4559 183 8 injection injection NOUN cana-4559 183 9 , , PUNCT cana-4559 183 10 reducing reduce VERB cana-4559 183 11 harmonics harmonic NOUN cana-4559 183 12 and and CCONJ cana-4559 183 13 ensuring ensure VERB cana-4559 183 14 compliance compliance NOUN cana-4559 183 15 with with ADP cana-4559 183 16 grid grid NOUN cana-4559 183 17 standards standard NOUN cana-4559 183 18 . . PUNCT cana-4559 184 1 this this DET cana-4559 184 2 control control NOUN cana-4559 184 3 strategy strategy NOUN cana-4559 184 4 enhances enhance VERB cana-4559 184 5 power power NOUN cana-4559 184 6 quality quality NOUN cana-4559 184 7 , , PUNCT cana-4559 184 8 efficiency efficiency NOUN cana-4559 184 9 , , PUNCT cana-4559 184 10 and and CCONJ cana-4559 184 11 reliability reliability NOUN cana-4559 184 12 , , PUNCT cana-4559 184 13 making make VERB cana-4559 184 14 cmli cmli ADJ cana-4559 184 15 ideal ideal NOUN cana-4559 184 16 for for ADP cana-4559 184 17 renewable renewable ADJ cana-4559 184 18 energy energy NOUN cana-4559 184 19 integration integration NOUN cana-4559 184 20 . . PUNCT cana-4559 185 1 communications communication NOUN cana-4559 185 2 on on ADP cana-4559 185 3 applied apply VERB cana-4559 185 4 nonlinear nonlinear ADJ cana-4559 185 5 analysis analysis NOUN cana-4559 185 6 issn issn NOUN cana-4559 185 7 : : PUNCT cana-4559 185 8 1074 1074 NUM cana-4559 185 9 - - PUNCT cana-4559 185 10 133x 133x NUM cana-4559 185 11 vol vol NOUN cana-4559 185 12 32 32 NUM cana-4559 185 13 no no NOUN cana-4559 185 14 . . PUNCT cana-4559 186 1 9s 9s NUM cana-4559 186 2 ( ( PUNCT cana-4559 186 3 2025 2025 NUM cana-4559 186 4 ) ) PUNCT cana-4559 186 5 2550 2550 NUM cana-4559 187 1 https://internationalpubls.com https://internationalpubls.com X cana-4559 187 2 fig-5 fig-5 NUM cana-4559 187 3 matlab matlab PROPN cana-4559 187 4 simulink simulink PROPN cana-4559 187 5 of of ADP cana-4559 187 6 proposed propose VERB cana-4559 187 7 annpso annpso ADP cana-4559 187 8 based base VERB cana-4559 187 9 cascade cascade NOUN cana-4559 187 10 multilevel multilevel NOUN cana-4559 187 11 inverter inverter NOUN cana-4559 187 12 - - PUNCT cana-4559 187 13 based base VERB cana-4559 187 14 grid grid NOUN cana-4559 187 15 integration integration NOUN cana-4559 187 16 of of ADP cana-4559 187 17 photovoltaic photovoltaic NOUN cana-4559 187 18 systems system NOUN cana-4559 187 19 the the DET cana-4559 187 20 matlab matlab PROPN cana-4559 187 21 simulink simulink PROPN cana-4559 187 22 model model NOUN cana-4559 187 23 of of ADP cana-4559 187 24 the the DET cana-4559 187 25 proposed propose VERB cana-4559 187 26 ann ann PROPN cana-4559 187 27 - - PUNCT cana-4559 187 28 pso pso NOUN cana-4559 187 29 - - PUNCT cana-4559 187 30 based base VERB cana-4559 187 31 cascade cascade NOUN cana-4559 187 32 multilevel multilevel NOUN cana-4559 187 33 inverter inverter NOUN cana-4559 187 34 ( ( PUNCT cana-4559 187 35 cmli cmli NOUN cana-4559 187 36 ) ) PUNCT cana-4559 187 37 for for ADP cana-4559 187 38 grid grid NOUN cana-4559 187 39 integration integration NOUN cana-4559 187 40 of of ADP cana-4559 187 41 pv pv PROPN cana-4559 187 42 systems system NOUN cana-4559 187 43 integrates integrate VERB cana-4559 187 44 artificial artificial ADJ cana-4559 187 45 neural neural ADJ cana-4559 187 46 network network NOUN cana-4559 187 47 ( ( PUNCT cana-4559 187 48 ann ann PROPN cana-4559 187 49 ) ) PUNCT cana-4559 187 50 and and CCONJ cana-4559 187 51 particle particle NOUN cana-4559 187 52 swarm swarm NOUN cana-4559 187 53 optimization optimization NOUN cana-4559 187 54 ( ( PUNCT cana-4559 187 55 pso pso NOUN cana-4559 187 56 ) ) PUNCT cana-4559 187 57 ( ( PUNCT cana-4559 187 58 shown show VERB cana-4559 187 59 in in ADP cana-4559 187 60 fig-5)to fig-5)to NOUN cana-4559 187 61 enhance enhance VERB cana-4559 187 62 mppt mppt NOUN cana-4559 187 63 and and CCONJ cana-4559 187 64 inverter inverter ADJ cana-4559 187 65 performance performance NOUN cana-4559 187 66 . . PUNCT cana-4559 188 1 ann ann PROPN cana-4559 188 2 predicts predict VERB cana-4559 188 3 the the DET cana-4559 188 4 optimal optimal ADJ cana-4559 188 5 duty duty NOUN cana-4559 188 6 cycle cycle NOUN cana-4559 188 7 for for ADP cana-4559 188 8 the the DET cana-4559 188 9 boost boost NOUN cana-4559 188 10 converter converter NOUN cana-4559 188 11 , , PUNCT cana-4559 188 12 while while SCONJ cana-4559 188 13 pso pso NOUN cana-4559 188 14 fine fine ADJ cana-4559 188 15 - - PUNCT cana-4559 188 16 tunes tune NOUN cana-4559 188 17 switching switch VERB cana-4559 188 18 angles angle NOUN cana-4559 188 19 for for ADP cana-4559 188 20 harmonic harmonic ADJ cana-4559 188 21 reduction reduction NOUN cana-4559 188 22 in in ADP cana-4559 188 23 the the DET cana-4559 188 24 cmli cmli NOUN cana-4559 188 25 . . PUNCT cana-4559 189 1 a a DET cana-4559 189 2 pll pll PROPN cana-4559 189 3 ensures ensure VERB cana-4559 189 4 grid grid NOUN cana-4559 189 5 synchronization synchronization NOUN cana-4559 189 6 , , PUNCT cana-4559 189 7 and and CCONJ cana-4559 189 8 dq dq PROPN cana-4559 189 9 - - PUNCT cana-4559 189 10 abc abc PROPN cana-4559 189 11 transformation transformation NOUN cana-4559 189 12 enables enable VERB cana-4559 189 13 precise precise ADJ cana-4559 189 14 control control NOUN cana-4559 189 15 . . PUNCT cana-4559 190 1 hysteresis hysteresis NOUN cana-4559 190 2 current current ADJ cana-4559 190 3 control control NOUN cana-4559 190 4 maintains maintain VERB cana-4559 190 5 grid grid ADJ cana-4559 190 6 current current ADJ cana-4559 190 7 stability stability NOUN cana-4559 190 8 . . PUNCT cana-4559 191 1 the the DET cana-4559 191 2 system system NOUN cana-4559 191 3 maximizes maximize VERB cana-4559 191 4 pv pv NOUN cana-4559 191 5 power power NOUN cana-4559 191 6 extraction extraction NOUN cana-4559 191 7 , , PUNCT cana-4559 191 8 reduces reduce VERB cana-4559 191 9 harmonics harmonic NOUN cana-4559 191 10 , , PUNCT cana-4559 191 11 and and CCONJ cana-4559 191 12 ensures ensure VERB cana-4559 191 13 efficient efficient ADJ cana-4559 191 14 grid grid NOUN cana-4559 191 15 compliance compliance NOUN cana-4559 191 16 . . PUNCT cana-4559 192 1 renewable renewable ADJ cana-4559 192 2 energy energy NOUN cana-4559 192 3 integration integration NOUN cana-4559 192 4 into into ADP cana-4559 192 5 the the DET cana-4559 192 6 power power NOUN cana-4559 192 7 grid grid NOUN cana-4559 192 8 has have AUX cana-4559 192 9 become become VERB cana-4559 192 10 a a DET cana-4559 192 11 significant significant ADJ cana-4559 192 12 area area NOUN cana-4559 192 13 of of ADP cana-4559 192 14 research research NOUN cana-4559 192 15 due due ADP cana-4559 192 16 to to ADP cana-4559 192 17 the the DET cana-4559 192 18 increasing increase VERB cana-4559 192 19 demand demand NOUN cana-4559 192 20 for for ADP cana-4559 192 21 clean clean ADJ cana-4559 192 22 energy energy NOUN cana-4559 192 23 . . PUNCT cana-4559 193 1 photovoltaic photovoltaic NOUN cana-4559 193 2 ( ( PUNCT cana-4559 193 3 pv pv NOUN cana-4559 193 4 ) ) PUNCT cana-4559 193 5 systems system NOUN cana-4559 193 6 , , PUNCT cana-4559 193 7 in in ADP cana-4559 193 8 particular particular ADJ cana-4559 193 9 , , PUNCT cana-4559 193 10 are be AUX cana-4559 193 11 widely widely ADV cana-4559 193 12 adopted adopt VERB cana-4559 193 13 due due ADP cana-4559 193 14 to to ADP cana-4559 193 15 their their PRON cana-4559 193 16 sustainability sustainability NOUN cana-4559 193 17 and and CCONJ cana-4559 193 18 ease ease NOUN cana-4559 193 19 of of ADP cana-4559 193 20 implementation implementation NOUN cana-4559 193 21 . . PUNCT cana-4559 194 1 however however ADV cana-4559 194 2 , , PUNCT cana-4559 194 3 challenges challenge NOUN cana-4559 194 4 such such ADJ cana-4559 194 5 as as ADP cana-4559 194 6 power power NOUN cana-4559 194 7 fluctuations fluctuation NOUN cana-4559 194 8 , , PUNCT cana-4559 194 9 maximum maximum ADJ cana-4559 194 10 power power NOUN cana-4559 194 11 extraction extraction NOUN cana-4559 194 12 , , PUNCT cana-4559 194 13 and and CCONJ cana-4559 194 14 power power NOUN cana-4559 194 15 quality quality NOUN cana-4559 194 16 issues issue NOUN cana-4559 194 17 hinder hinder VERB cana-4559 194 18 their their PRON cana-4559 194 19 seamless seamless ADJ cana-4559 194 20 grid grid NOUN cana-4559 194 21 integration integration NOUN cana-4559 194 22 . . PUNCT cana-4559 195 1 communications communication NOUN cana-4559 195 2 on on ADP cana-4559 195 3 applied apply VERB cana-4559 195 4 nonlinear nonlinear ADJ cana-4559 195 5 analysis analysis NOUN cana-4559 195 6 issn issn NOUN cana-4559 195 7 : : PUNCT cana-4559 195 8 1074 1074 NUM cana-4559 195 9 - - PUNCT cana-4559 195 10 133x 133x NUM cana-4559 195 11 vol vol NOUN cana-4559 195 12 32 32 NUM cana-4559 195 13 no no NOUN cana-4559 195 14 . . PUNCT cana-4559 196 1 9s 9s NUM cana-4559 196 2 ( ( PUNCT cana-4559 196 3 2025 2025 NUM cana-4559 196 4 ) ) PUNCT cana-4559 196 5 2551 2551 NUM cana-4559 196 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 196 7 fig-6 fig-6 NUM cana-4559 196 8 cnn cnn PROPN cana-4559 196 9 controlled control VERB cana-4559 196 10 boost boost NOUN cana-4559 196 11 converter converter NOUN cana-4559 196 12 a a DET cana-4559 196 13 cnn cnn PROPN cana-4559 196 14 - - PUNCT cana-4559 196 15 controlled control VERB cana-4559 196 16 boost boost NOUN cana-4559 196 17 converter converter NOUN cana-4559 196 18 leverages leverage NOUN cana-4559 196 19 convolutional convolutional ADJ cana-4559 196 20 neural neural ADJ cana-4559 196 21 networks network NOUN cana-4559 196 22 ( ( PUNCT cana-4559 196 23 cnns cnns PROPN cana-4559 196 24 ) ) PUNCT cana-4559 196 25 ( ( PUNCT cana-4559 196 26 shown show VERB cana-4559 196 27 in in ADP cana-4559 196 28 fig-6 fig-6 NOUN cana-4559 196 29 ) ) PUNCT cana-4559 196 30 to to PART cana-4559 196 31 optimize optimize VERB cana-4559 196 32 voltage voltage NOUN cana-4559 196 33 regulation regulation NOUN cana-4559 196 34 and and CCONJ cana-4559 196 35 enhance enhance VERB cana-4559 196 36 dynamic dynamic ADJ cana-4559 196 37 performance performance NOUN cana-4559 196 38 . . PUNCT cana-4559 197 1 the the DET cana-4559 197 2 cnn cnn PROPN cana-4559 197 3 processes process VERB cana-4559 197 4 realtime realtime ADJ cana-4559 197 5 pv pv NOUN cana-4559 197 6 voltage voltage NOUN cana-4559 197 7 and and CCONJ cana-4559 197 8 current current ADJ cana-4559 197 9 data datum NOUN cana-4559 197 10 , , PUNCT cana-4559 197 11 extracting extract VERB cana-4559 197 12 features feature NOUN cana-4559 197 13 to to PART cana-4559 197 14 predict predict VERB cana-4559 197 15 the the DET cana-4559 197 16 optimal optimal ADJ cana-4559 197 17 duty duty NOUN cana-4559 197 18 cycle cycle NOUN cana-4559 197 19 for for ADP cana-4559 197 20 the the DET cana-4559 197 21 boost boost NOUN cana-4559 197 22 converter converter NOUN cana-4559 197 23 . . PUNCT cana-4559 198 1 unlike unlike ADP cana-4559 198 2 traditional traditional ADJ cana-4559 198 3 mppt mppt NOUN cana-4559 198 4 methods method NOUN cana-4559 198 5 , , PUNCT cana-4559 198 6 cnn cnn PROPN cana-4559 198 7 - - PUNCT cana-4559 198 8 based base VERB cana-4559 198 9 control control NOUN cana-4559 198 10 adapts adapt VERB cana-4559 198 11 to to ADP cana-4559 198 12 rapid rapid ADJ cana-4559 198 13 changes change NOUN cana-4559 198 14 in in ADP cana-4559 198 15 irradiance irradiance NOUN cana-4559 198 16 and and CCONJ cana-4559 198 17 load load NOUN cana-4559 198 18 conditions condition NOUN cana-4559 198 19 with with ADP cana-4559 198 20 high high ADJ cana-4559 198 21 accuracy accuracy NOUN cana-4559 198 22 . . PUNCT cana-4559 199 1 the the DET cana-4559 199 2 cnn cnn PROPN cana-4559 199 3 model model NOUN cana-4559 199 4 is be AUX cana-4559 199 5 trained train VERB cana-4559 199 6 on on ADP cana-4559 199 7 historical historical ADJ cana-4559 199 8 pv pv NOUN cana-4559 199 9 data datum NOUN cana-4559 199 10 and and CCONJ cana-4559 199 11 deployed deploy VERB cana-4559 199 12 in in ADP cana-4559 199 13 matlab matlab PROPN cana-4559 199 14 / / SYM cana-4559 199 15 simulink simulink PROPN cana-4559 199 16 for for ADP cana-4559 199 17 real real ADJ cana-4559 199 18 - - PUNCT cana-4559 199 19 time time NOUN cana-4559 199 20 implementation implementation NOUN cana-4559 199 21 . . PUNCT cana-4559 200 1 this this DET cana-4559 200 2 intelligent intelligent ADJ cana-4559 200 3 control control NOUN cana-4559 200 4 approach approach NOUN cana-4559 200 5 improves improve VERB cana-4559 200 6 efficiency efficiency NOUN cana-4559 200 7 , , PUNCT cana-4559 200 8 response response NOUN cana-4559 200 9 time time NOUN cana-4559 200 10 , , PUNCT cana-4559 200 11 and and CCONJ cana-4559 200 12 stability stability NOUN cana-4559 200 13 , , PUNCT cana-4559 200 14 making make VERB cana-4559 200 15 it it PRON cana-4559 200 16 ideal ideal ADJ cana-4559 200 17 for for ADP cana-4559 200 18 renewable renewable ADJ cana-4559 200 19 energy energy NOUN cana-4559 200 20 systems system NOUN cana-4559 200 21 and and CCONJ cana-4559 200 22 grid grid NOUN cana-4559 200 23 - - PUNCT cana-4559 200 24 connected connect VERB cana-4559 200 25 pv pv NOUN cana-4559 200 26 applications application NOUN cana-4559 200 27 . . PUNCT cana-4559 201 1 8 8 X cana-4559 201 2 . . X cana-4559 201 3 result result NOUN cana-4559 201 4 : : PUNCT cana-4559 201 5 fig-7 fig-7 PUNCT cana-4559 201 6 pv pv NOUN cana-4559 201 7 output output NOUN cana-4559 201 8 voltage voltage VERB cana-4559 201 9 the the DET cana-4559 201 10 pv pv NOUN cana-4559 201 11 output output NOUN cana-4559 201 12 voltage voltage NOUN cana-4559 201 13 ( ( PUNCT cana-4559 201 14 fig-7 fig-7 NOUN cana-4559 201 15 ) ) PUNCT cana-4559 201 16 in in ADP cana-4559 201 17 the the DET cana-4559 201 18 proposed propose VERB cana-4559 201 19 system system NOUN cana-4559 201 20 depends depend VERB cana-4559 201 21 on on ADP cana-4559 201 22 irradiance irradiance NOUN cana-4559 201 23 , , PUNCT cana-4559 201 24 temperature temperature NOUN cana-4559 201 25 , , PUNCT cana-4559 201 26 and and CCONJ cana-4559 201 27 the the DET cana-4559 201 28 cnn cnn PROPN cana-4559 201 29 - - PUNCT cana-4559 201 30 controlled control VERB cana-4559 201 31 boost boost NOUN cana-4559 201 32 converter converter NOUN cana-4559 201 33 ’s ’s PART cana-4559 201 34 performance performance NOUN cana-4559 201 35 . . PUNCT cana-4559 202 1 the the DET cana-4559 202 2 cnn cnn PROPN cana-4559 202 3 - - PUNCT cana-4559 202 4 based base VERB cana-4559 202 5 mppt mppt NOUN cana-4559 202 6 algorithm algorithm NOUN cana-4559 202 7 dynamically dynamically ADV cana-4559 202 8 communications communication NOUN cana-4559 202 9 on on ADP cana-4559 202 10 applied apply VERB cana-4559 202 11 nonlinear nonlinear ADJ cana-4559 202 12 analysis analysis NOUN cana-4559 202 13 issn issn NOUN cana-4559 202 14 : : PUNCT cana-4559 202 15 1074 1074 NUM cana-4559 202 16 - - PUNCT cana-4559 202 17 133x 133x NUM cana-4559 202 18 vol vol NOUN cana-4559 202 19 32 32 NUM cana-4559 203 1 no no NOUN cana-4559 203 2 . . PUNCT cana-4559 204 1 9s 9s NUM cana-4559 204 2 ( ( PUNCT cana-4559 204 3 2025 2025 NUM cana-4559 204 4 ) ) PUNCT cana-4559 204 5 2552 2552 NUM cana-4559 205 1 https://internationalpubls.com https://internationalpubls.com X cana-4559 205 2 adjusts adjust VERB cana-4559 205 3 the the DET cana-4559 205 4 duty duty NOUN cana-4559 205 5 cycle cycle NOUN cana-4559 205 6 , , PUNCT cana-4559 205 7 ensuring ensure VERB cana-4559 205 8 stable stable ADJ cana-4559 205 9 voltage voltage NOUN cana-4559 205 10 regulation regulation NOUN cana-4559 205 11 and and CCONJ cana-4559 205 12 maximum maximum ADJ cana-4559 205 13 power power NOUN cana-4559 205 14 extraction extraction NOUN cana-4559 205 15 . . PUNCT cana-4559 206 1 under under ADP cana-4559 206 2 varying vary VERB cana-4559 206 3 conditions condition NOUN cana-4559 206 4 , , PUNCT cana-4559 206 5 the the DET cana-4559 206 6 controller controller NOUN cana-4559 206 7 minimizes minimize VERB cana-4559 206 8 fluctuations fluctuation NOUN cana-4559 206 9 , , PUNCT cana-4559 206 10 reducing reduce VERB cana-4559 206 11 voltage voltage NOUN cana-4559 206 12 ripples ripple NOUN cana-4559 206 13 and and CCONJ cana-4559 206 14 improving improve VERB cana-4559 206 15 efficiency efficiency NOUN cana-4559 206 16 . . PUNCT cana-4559 207 1 if if SCONJ cana-4559 207 2 instability instability NOUN cana-4559 207 3 occurs occur VERB cana-4559 207 4 , , PUNCT cana-4559 207 5 it it PRON cana-4559 207 6 may may AUX cana-4559 207 7 indicate indicate VERB cana-4559 207 8 improper improper ADJ cana-4559 207 9 controller controller NOUN cana-4559 207 10 tuning tuning NOUN cana-4559 207 11 , , PUNCT cana-4559 207 12 switching switch VERB cana-4559 207 13 losses loss NOUN cana-4559 207 14 , , PUNCT cana-4559 207 15 or or CCONJ cana-4559 207 16 inadequate inadequate ADJ cana-4559 207 17 filtering filtering NOUN cana-4559 207 18 . . PUNCT cana-4559 208 1 proper proper ADJ cana-4559 208 2 selection selection NOUN cana-4559 208 3 of of ADP cana-4559 208 4 the the DET cana-4559 208 5 inductor inductor NOUN cana-4559 208 6 , , PUNCT cana-4559 208 7 capacitor capacitor NOUN cana-4559 208 8 , , PUNCT cana-4559 208 9 and and CCONJ cana-4559 208 10 control control NOUN cana-4559 208 11 parameters parameter NOUN cana-4559 208 12 enhances enhance VERB cana-4559 208 13 voltage voltage NOUN cana-4559 208 14 stability stability NOUN cana-4559 208 15 . . PUNCT cana-4559 209 1 this this DET cana-4559 209 2 intelligent intelligent ADJ cana-4559 209 3 control control NOUN cana-4559 209 4 approach approach NOUN cana-4559 209 5 ensures ensure VERB cana-4559 209 6 smooth smooth ADJ cana-4559 209 7 operation operation NOUN cana-4559 209 8 , , PUNCT cana-4559 209 9 making make VERB cana-4559 209 10 it it PRON cana-4559 209 11 ideal ideal ADJ cana-4559 209 12 for for ADP cana-4559 209 13 gridconnected gridconnected ADJ cana-4559 209 14 and and CCONJ cana-4559 209 15 standalone standalone ADJ cana-4559 209 16 pv pv NOUN cana-4559 209 17 systems system NOUN cana-4559 209 18 . . PUNCT cana-4559 210 1 fig-8 fig-8 PUNCT cana-4559 210 2 pv pv PROPN cana-4559 210 3 output output NOUN cana-4559 210 4 fig-9 fig-9 NUM cana-4559 210 5 load load NOUN cana-4559 210 6 voltage voltage NOUN cana-4559 210 7 and and CCONJ cana-4559 210 8 load load VERB cana-4559 210 9 current current ADJ cana-4559 210 10 the the DET cana-4559 210 11 load load NOUN cana-4559 210 12 voltage voltage NOUN cana-4559 210 13 and and CCONJ cana-4559 210 14 load load VERB cana-4559 210 15 current current ADJ cana-4559 210 16 in in ADP cana-4559 210 17 the the DET cana-4559 210 18 proposed propose VERB cana-4559 210 19 system system NOUN cana-4559 210 20 ( ( PUNCT cana-4559 210 21 shown show VERB cana-4559 210 22 in in ADP cana-4559 210 23 fig-9 fig-9 NUM cana-4559 210 24 ) ) PUNCT cana-4559 210 25 depend depend VERB cana-4559 210 26 on on ADP cana-4559 210 27 the the DET cana-4559 210 28 boost boost NOUN cana-4559 210 29 converter converter NOUN cana-4559 210 30 ’s ’s PART cana-4559 210 31 performance performance NOUN cana-4559 210 32 , , PUNCT cana-4559 210 33 cnn cnn PROPN cana-4559 210 34 - - PUNCT cana-4559 210 35 based base VERB cana-4559 210 36 control control NOUN cana-4559 210 37 , , PUNCT cana-4559 210 38 and and CCONJ cana-4559 210 39 load load NOUN cana-4559 210 40 variations variation NOUN cana-4559 210 41 . . PUNCT cana-4559 211 1 the the DET cana-4559 211 2 cnn cnn PROPN cana-4559 211 3 - - PUNCT cana-4559 211 4 controlled control VERB cana-4559 211 5 mppt mppt NOUN cana-4559 211 6 ensures ensure VERB cana-4559 211 7 that that SCONJ cana-4559 211 8 the the DET cana-4559 211 9 boost boost NOUN cana-4559 211 10 converter converter NOUN cana-4559 211 11 maintains maintain VERB cana-4559 211 12 a a DET cana-4559 211 13 stable stable ADJ cana-4559 211 14 and and CCONJ cana-4559 211 15 regulated regulated ADJ cana-4559 211 16 output output NOUN cana-4559 211 17 voltage voltage NOUN cana-4559 211 18 , , PUNCT cana-4559 211 19 providing provide VERB cana-4559 211 20 consistent consistent ADJ cana-4559 211 21 power power NOUN cana-4559 211 22 to to ADP cana-4559 211 23 the the DET cana-4559 211 24 load load NOUN cana-4559 211 25 . . PUNCT cana-4559 212 1 under under ADP cana-4559 212 2 varying vary VERB cana-4559 212 3 irradiance irradiance NOUN cana-4559 212 4 and and CCONJ cana-4559 212 5 load load NOUN cana-4559 212 6 conditions condition NOUN cana-4559 212 7 , , PUNCT cana-4559 212 8 the the DET cana-4559 212 9 controller controller NOUN cana-4559 212 10 dynamically dynamically ADV cana-4559 212 11 adjusts adjust VERB cana-4559 212 12 the the DET cana-4559 212 13 duty duty NOUN cana-4559 212 14 cycle cycle NOUN cana-4559 212 15 to to PART cana-4559 212 16 minimize minimize VERB cana-4559 212 17 voltage voltage NOUN cana-4559 212 18 and and CCONJ cana-4559 212 19 current current ADJ cana-4559 212 20 fluctuations fluctuation NOUN cana-4559 212 21 . . PUNCT cana-4559 213 1 any any DET cana-4559 213 2 instability instability NOUN cana-4559 213 3 in in ADP cana-4559 213 4 load load NOUN cana-4559 213 5 voltage voltage NOUN cana-4559 213 6 or or CCONJ cana-4559 213 7 current current ADJ cana-4559 213 8 communications communication NOUN cana-4559 213 9 on on ADP cana-4559 213 10 applied apply VERB cana-4559 213 11 nonlinear nonlinear ADJ cana-4559 213 12 analysis analysis NOUN cana-4559 213 13 issn issn NOUN cana-4559 213 14 : : PUNCT cana-4559 213 15 1074 1074 NUM cana-4559 213 16 - - PUNCT cana-4559 213 17 133x 133x NUM cana-4559 213 18 vol vol NOUN cana-4559 213 19 32 32 NUM cana-4559 213 20 no no NOUN cana-4559 213 21 . . PUNCT cana-4559 214 1 9s 9s NUM cana-4559 214 2 ( ( PUNCT cana-4559 214 3 2025 2025 NUM cana-4559 214 4 ) ) PUNCT cana-4559 214 5 2553 2553 NUM cana-4559 214 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 214 7 may may AUX cana-4559 214 8 indicate indicate VERB cana-4559 214 9 improper improper ADJ cana-4559 214 10 tuning tuning NOUN cana-4559 214 11 , , PUNCT cana-4559 214 12 switching switch VERB cana-4559 214 13 losses loss NOUN cana-4559 214 14 , , PUNCT cana-4559 214 15 or or CCONJ cana-4559 214 16 inadequate inadequate ADJ cana-4559 214 17 filtering filtering NOUN cana-4559 214 18 . . PUNCT cana-4559 215 1 proper proper ADJ cana-4559 215 2 filter filter NOUN cana-4559 215 3 design design NOUN cana-4559 215 4 and and CCONJ cana-4559 215 5 controller controller NOUN cana-4559 215 6 optimization optimization NOUN cana-4559 215 7 ensure ensure VERB cana-4559 215 8 a a DET cana-4559 215 9 smooth smooth ADJ cana-4559 215 10 and and CCONJ cana-4559 215 11 reliable reliable ADJ cana-4559 215 12 power power NOUN cana-4559 215 13 supply supply NOUN cana-4559 215 14 , , PUNCT cana-4559 215 15 enhancing enhance VERB cana-4559 215 16 system system NOUN cana-4559 215 17 efficiency efficiency NOUN cana-4559 215 18 and and CCONJ cana-4559 215 19 performance performance NOUN cana-4559 215 20 . . PUNCT cana-4559 216 1 fig-10 fig-10 PRON cana-4559 216 2 pv pv PROPN cana-4559 216 3 voltage voltage NOUN cana-4559 216 4 , , PUNCT cana-4559 216 5 pv1 pv1 NOUN cana-4559 216 6 , , PUNCT cana-4559 216 7 pv2 pv2 NOUN cana-4559 216 8 , , PUNCT cana-4559 216 9 pv3 pv3 NOUN cana-4559 216 10 fig-11 fig-11 CCONJ cana-4559 216 11 grid grid NOUN cana-4559 216 12 voltage voltage NOUN cana-4559 216 13 and and CCONJ cana-4559 216 14 grid grid NOUN cana-4559 216 15 current current ADJ cana-4559 216 16 the the DET cana-4559 216 17 grid grid NOUN cana-4559 216 18 voltage voltage NOUN cana-4559 216 19 and and CCONJ cana-4559 216 20 grid grid NOUN cana-4559 216 21 current current NOUN cana-4559 216 22 in in ADP cana-4559 216 23 the the DET cana-4559 216 24 proposed propose VERB cana-4559 216 25 system system NOUN cana-4559 216 26 ( ( PUNCT cana-4559 216 27 shown show VERB cana-4559 216 28 in in ADP cana-4559 216 29 fig-11 fig-11 X cana-4559 216 30 ) ) PUNCT cana-4559 216 31 depend depend VERB cana-4559 216 32 on on ADP cana-4559 216 33 pll pll PROPN cana-4559 216 34 synchronization synchronization NOUN cana-4559 216 35 , , PUNCT cana-4559 216 36 inverter inverter ADJ cana-4559 216 37 control control NOUN cana-4559 216 38 , , PUNCT cana-4559 216 39 and and CCONJ cana-4559 216 40 cnn cnn PROPN cana-4559 216 41 - - PUNCT cana-4559 216 42 based base VERB cana-4559 216 43 mppt mppt PROPN cana-4559 216 44 regulation regulation NOUN cana-4559 216 45 . . PUNCT cana-4559 217 1 the the DET cana-4559 217 2 pll pll PROPN cana-4559 217 3 ensures ensure VERB cana-4559 217 4 phase phase NOUN cana-4559 217 5 alignment alignment NOUN cana-4559 217 6 , , PUNCT cana-4559 217 7 while while SCONJ cana-4559 217 8 the the DET cana-4559 217 9 dq dq NOUN cana-4559 217 10 - - PUNCT cana-4559 217 11 based base VERB cana-4559 217 12 current current ADJ cana-4559 217 13 control control NOUN cana-4559 217 14 regulates regulate VERB cana-4559 217 15 active active ADJ cana-4559 217 16 and and CCONJ cana-4559 217 17 reactive reactive ADJ cana-4559 217 18 power power NOUN cana-4559 217 19 injection injection NOUN cana-4559 217 20 . . PUNCT cana-4559 218 1 the the DET cana-4559 218 2 boost boost NOUN cana-4559 218 3 converter converter NOUN cana-4559 218 4 stabilizes stabilize VERB cana-4559 218 5 the the DET cana-4559 218 6 dc dc PROPN cana-4559 218 7 - - PUNCT cana-4559 218 8 link link NOUN cana-4559 218 9 voltage voltage NOUN cana-4559 218 10 , , PUNCT cana-4559 218 11 ensuring ensure VERB cana-4559 218 12 a a DET cana-4559 218 13 consistent consistent ADJ cana-4559 218 14 ac ac PROPN cana-4559 218 15 output output NOUN cana-4559 218 16 from from ADP cana-4559 218 17 the the DET cana-4559 218 18 inverter inverter NOUN cana-4559 218 19 . . PUNCT cana-4559 219 1 hysteresis hysteresis NOUN cana-4559 219 2 control control NOUN cana-4559 219 3 maintains maintain VERB cana-4559 219 4 grid grid NOUN cana-4559 219 5 current current NOUN cana-4559 219 6 within within ADP cana-4559 219 7 a a DET cana-4559 219 8 defined define VERB cana-4559 219 9 range range NOUN cana-4559 219 10 , , PUNCT cana-4559 219 11 reducing reduce VERB cana-4559 219 12 harmonics harmonic NOUN cana-4559 219 13 and and CCONJ cana-4559 219 14 improving improve VERB cana-4559 219 15 power power NOUN cana-4559 219 16 quality quality NOUN cana-4559 219 17 . . PUNCT cana-4559 220 1 any any DET cana-4559 220 2 deviation deviation NOUN cana-4559 220 3 in in ADP cana-4559 220 4 grid grid NOUN cana-4559 220 5 voltage voltage NOUN cana-4559 220 6 or or CCONJ cana-4559 220 7 current current NOUN cana-4559 220 8 may may AUX cana-4559 220 9 indicate indicate VERB cana-4559 220 10 poor poor ADJ cana-4559 220 11 synchronization synchronization NOUN cana-4559 220 12 , , PUNCT cana-4559 220 13 improper improper ADJ cana-4559 220 14 communications communication NOUN cana-4559 220 15 on on ADP cana-4559 220 16 applied apply VERB cana-4559 220 17 nonlinear nonlinear ADJ cana-4559 220 18 analysis analysis NOUN cana-4559 220 19 issn issn NOUN cana-4559 220 20 : : PUNCT cana-4559 220 21 1074 1074 NUM cana-4559 220 22 - - PUNCT cana-4559 220 23 133x 133x NUM cana-4559 220 24 vol vol NOUN cana-4559 220 25 32 32 NUM cana-4559 220 26 no no NOUN cana-4559 220 27 . . PUNCT cana-4559 221 1 9s 9s NUM cana-4559 221 2 ( ( PUNCT cana-4559 221 3 2025 2025 NUM cana-4559 221 4 ) ) PUNCT cana-4559 221 5 2554 2554 NUM cana-4559 221 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 221 7 filtering filtering NOUN cana-4559 221 8 , , PUNCT cana-4559 221 9 or or CCONJ cana-4559 221 10 controller controller NOUN cana-4559 221 11 tuning tuning NOUN cana-4559 221 12 issues issue NOUN cana-4559 221 13 . . PUNCT cana-4559 222 1 optimized optimize VERB cana-4559 222 2 control control NOUN cana-4559 222 3 ensures ensure VERB cana-4559 222 4 stable stable ADJ cana-4559 222 5 power power NOUN cana-4559 222 6 injection injection NOUN cana-4559 222 7 , , PUNCT cana-4559 222 8 enhancing enhance VERB cana-4559 222 9 grid grid NOUN cana-4559 222 10 compliance compliance NOUN cana-4559 222 11 and and CCONJ cana-4559 222 12 efficiency efficiency NOUN cana-4559 222 13 . . PUNCT cana-4559 223 1 need need VERB cana-4559 223 2 fig-12 fig-12 NOUN cana-4559 223 3 thd thd NOUN cana-4559 223 4 in in ADP cana-4559 223 5 grid grid NOUN cana-4559 223 6 current current PROPN cana-4559 223 7 fig-13 fig-13 NUM cana-4559 223 8 thd thd NOUN cana-4559 223 9 in in ADP cana-4559 223 10 pv pv NOUN cana-4559 223 11 power power NOUN cana-4559 223 12 communications communication NOUN cana-4559 223 13 on on ADP cana-4559 223 14 applied apply VERB cana-4559 223 15 nonlinear nonlinear ADJ cana-4559 223 16 analysis analysis NOUN cana-4559 223 17 issn issn NOUN cana-4559 223 18 : : PUNCT cana-4559 223 19 1074 1074 NUM cana-4559 223 20 - - PUNCT cana-4559 223 21 133x 133x NUM cana-4559 223 22 vol vol NOUN cana-4559 223 23 32 32 NUM cana-4559 223 24 no no NOUN cana-4559 223 25 . . PUNCT cana-4559 224 1 9s 9s NUM cana-4559 224 2 ( ( PUNCT cana-4559 224 3 2025 2025 NUM cana-4559 224 4 ) ) PUNCT cana-4559 224 5 2555 2555 NUM cana-4559 224 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 225 1 the the DET cana-4559 225 2 total total ADJ cana-4559 225 3 harmonic harmonic ADJ cana-4559 225 4 distortion distortion NOUN cana-4559 225 5 ( ( PUNCT cana-4559 225 6 thd thd NOUN cana-4559 225 7 ) ) PUNCT cana-4559 225 8 in in ADP cana-4559 225 9 grid grid NOUN cana-4559 225 10 current current NOUN cana-4559 225 11 ( ( PUNCT cana-4559 225 12 shown show VERB cana-4559 225 13 in in ADP cana-4559 225 14 fig-12 fig-12 NOUN cana-4559 225 15 ) ) PUNCT cana-4559 225 16 depends depend VERB cana-4559 225 17 on on ADP cana-4559 225 18 inverter inverter ADJ cana-4559 225 19 switching switching NOUN cana-4559 225 20 , , PUNCT cana-4559 225 21 hysteresis hysteresis NOUN cana-4559 225 22 control control NOUN cana-4559 225 23 , , PUNCT cana-4559 225 24 and and CCONJ cana-4559 225 25 filtering filtering NOUN cana-4559 225 26 . . PUNCT cana-4559 226 1 a a DET cana-4559 226 2 well well ADV cana-4559 226 3 - - PUNCT cana-4559 226 4 designed design VERB cana-4559 226 5 pwm pwm NOUN cana-4559 226 6 strategy strategy NOUN cana-4559 226 7 and and CCONJ cana-4559 226 8 lc lc NOUN cana-4559 226 9 filter filter NOUN cana-4559 226 10 reduce reduce VERB cana-4559 226 11 thd thd PROPN cana-4559 226 12 , , PUNCT cana-4559 226 13 ensuring ensure VERB cana-4559 226 14 compliance compliance NOUN cana-4559 226 15 with with ADP cana-4559 226 16 grid grid NOUN cana-4559 226 17 standards standard NOUN cana-4559 226 18 ( ( PUNCT cana-4559 226 19 ieee ieee NOUN cana-4559 226 20 519 519 NUM cana-4559 226 21 ) ) PUNCT cana-4559 226 22 . . PUNCT cana-4559 227 1 high high ADJ cana-4559 227 2 thd thd PROPN cana-4559 227 3 may may AUX cana-4559 227 4 indicate indicate VERB cana-4559 227 5 poor poor ADJ cana-4559 227 6 controller controller NOUN cana-4559 227 7 tuning tuning NOUN cana-4559 227 8 or or CCONJ cana-4559 227 9 inadequate inadequate ADJ cana-4559 227 10 filtering filtering NOUN cana-4559 227 11 , , PUNCT cana-4559 227 12 leading lead VERB cana-4559 227 13 to to ADP cana-4559 227 14 power power NOUN cana-4559 227 15 quality quality NOUN cana-4559 227 16 issues issue NOUN cana-4559 227 17 . . PUNCT cana-4559 228 1 the the DET cana-4559 228 2 thd thd PROPN cana-4559 228 3 in in ADP cana-4559 228 4 pv pv NOUN cana-4559 228 5 power power NOUN cana-4559 228 6 is be AUX cana-4559 228 7 influenced influence VERB cana-4559 228 8 by by ADP cana-4559 228 9 mppt mppt PROPN cana-4559 228 10 accuracy accuracy NOUN cana-4559 228 11 , , PUNCT cana-4559 228 12 boost boost VERB cana-4559 228 13 converter converter NOUN cana-4559 228 14 switching switching NOUN cana-4559 228 15 , , PUNCT cana-4559 228 16 and and CCONJ cana-4559 228 17 load load NOUN cana-4559 228 18 variations variation NOUN cana-4559 228 19 . . PUNCT cana-4559 229 1 a a DET cana-4559 229 2 cnn cnn PROPN cana-4559 229 3 - - PUNCT cana-4559 229 4 based base VERB cana-4559 229 5 mppt mppt NOUN cana-4559 229 6 ensures ensure VERB cana-4559 229 7 smooth smooth ADJ cana-4559 229 8 power power NOUN cana-4559 229 9 extraction extraction NOUN cana-4559 229 10 , , PUNCT cana-4559 229 11 reducing reduce VERB cana-4559 229 12 ripples ripple NOUN cana-4559 229 13 and and CCONJ cana-4559 229 14 harmonics harmonic NOUN cana-4559 229 15 . . PUNCT cana-4559 230 1 excessive excessive ADJ cana-4559 230 2 thd thd PROPN cana-4559 230 3 in in ADP cana-4559 230 4 pv pv NOUN cana-4559 230 5 power power NOUN cana-4559 230 6 may may AUX cana-4559 230 7 result result VERB cana-4559 230 8 from from ADP cana-4559 230 9 high high ADJ cana-4559 230 10 - - PUNCT cana-4559 230 11 frequency frequency NOUN cana-4559 230 12 switching switching NOUN cana-4559 230 13 noise noise NOUN cana-4559 230 14 or or CCONJ cana-4559 230 15 unstable unstable ADJ cana-4559 230 16 duty duty NOUN cana-4559 230 17 cycles cycle NOUN cana-4559 230 18 , , PUNCT cana-4559 230 19 requiring require VERB cana-4559 230 20 filter filter NOUN cana-4559 230 21 optimization optimization NOUN cana-4559 230 22 and and CCONJ cana-4559 230 23 improved improved ADJ cana-4559 230 24 control control NOUN cana-4559 230 25 strategies strategy NOUN cana-4559 230 26 . . PUNCT cana-4559 231 1 conclusion conclusion NOUN cana-4559 231 2 this this DET cana-4559 231 3 paper paper NOUN cana-4559 231 4 presents present VERB cana-4559 231 5 an an DET cana-4559 231 6 ml ml ADV cana-4559 231 7 - - PUNCT cana-4559 231 8 enhanced enhance VERB cana-4559 231 9 cmli cmli NOUN cana-4559 231 10 - - PUNCT cana-4559 231 11 based base VERB cana-4559 231 12 pv pv NOUN cana-4559 231 13 grid grid NOUN cana-4559 231 14 integration integration NOUN cana-4559 231 15 system system NOUN cana-4559 231 16 that that PRON cana-4559 231 17 significantly significantly ADV cana-4559 231 18 improves improve VERB cana-4559 231 19 power power NOUN cana-4559 231 20 quality quality NOUN cana-4559 231 21 . . PUNCT cana-4559 232 1 the the DET cana-4559 232 2 simulation simulation NOUN cana-4559 232 3 results result NOUN cana-4559 232 4 demonstrate demonstrate VERB cana-4559 232 5 reduced reduced ADJ cana-4559 232 6 harmonics harmonic NOUN cana-4559 232 7 , , PUNCT cana-4559 232 8 improved improve VERB cana-4559 232 9 voltage voltage NOUN cana-4559 232 10 stability stability NOUN cana-4559 232 11 , , PUNCT cana-4559 232 12 and and CCONJ cana-4559 232 13 enhanced enhanced ADJ cana-4559 232 14 power power NOUN cana-4559 232 15 factor factor NOUN cana-4559 232 16 performance performance NOUN cana-4559 232 17 . . PUNCT cana-4559 233 1 future future ADJ cana-4559 233 2 research research NOUN cana-4559 233 3 will will AUX cana-4559 233 4 focus focus VERB cana-4559 233 5 on on ADP cana-4559 233 6 hardware hardware NOUN cana-4559 233 7 implementation implementation NOUN cana-4559 233 8 and and CCONJ cana-4559 233 9 real real ADJ cana-4559 233 10 - - PUNCT cana-4559 233 11 time time NOUN cana-4559 233 12 testing testing NOUN cana-4559 233 13 of of ADP cana-4559 233 14 the the DET cana-4559 233 15 proposed propose VERB cana-4559 233 16 system system NOUN cana-4559 233 17 . . PUNCT cana-4559 234 1 this this DET cana-4559 234 2 research research NOUN cana-4559 234 3 proposed propose VERB cana-4559 234 4 a a DET cana-4559 234 5 cascade cascade NOUN cana-4559 234 6 multilevel multilevel NOUN cana-4559 234 7 inverter inverter NOUN cana-4559 234 8 ( ( PUNCT cana-4559 234 9 cmli)-based cmli)-based ADJ cana-4559 234 10 pv pv NOUN cana-4559 234 11 grid grid NOUN cana-4559 234 12 integration integration NOUN cana-4559 234 13 system system NOUN cana-4559 234 14 enhanced enhance VERB cana-4559 234 15 with with ADP cana-4559 234 16 machine machine NOUN cana-4559 234 17 learning learning NOUN cana-4559 234 18 ( ( PUNCT cana-4559 234 19 ml ml NOUN cana-4559 234 20 ) ) PUNCT cana-4559 234 21 algorithms algorithm NOUN cana-4559 234 22 to to PART cana-4559 234 23 improve improve VERB cana-4559 234 24 power power NOUN cana-4559 234 25 quality quality NOUN cana-4559 234 26 . . PUNCT cana-4559 235 1 the the DET cana-4559 235 2 cmli cmli PROPN cana-4559 235 3 topology topology NOUN cana-4559 235 4 effectively effectively ADV cana-4559 235 5 reduces reduce VERB cana-4559 235 6 total total ADJ cana-4559 235 7 harmonic harmonic ADJ cana-4559 235 8 distortion distortion NOUN cana-4559 235 9 ( ( PUNCT cana-4559 235 10 thd thd NOUN cana-4559 235 11 ) ) PUNCT cana-4559 235 12 and and CCONJ cana-4559 235 13 enhances enhance VERB cana-4559 235 14 voltage voltage NOUN cana-4559 235 15 stability stability NOUN cana-4559 235 16 , , PUNCT cana-4559 235 17 making make VERB cana-4559 235 18 it it PRON cana-4559 235 19 superior superior ADJ cana-4559 235 20 to to ADP cana-4559 235 21 conventional conventional ADJ cana-4559 235 22 inverters inverter NOUN cana-4559 235 23 . . PUNCT cana-4559 236 1 machine machine NOUN cana-4559 236 2 learning learn VERB cana-4559 236 3 algorithms algorithm NOUN cana-4559 236 4 were be AUX cana-4559 236 5 incorporated incorporate VERB cana-4559 236 6 for for ADP cana-4559 236 7 real real ADJ cana-4559 236 8 - - PUNCT cana-4559 236 9 time time NOUN cana-4559 236 10 optimization optimization NOUN cana-4559 236 11 : : PUNCT cana-4559 236 12 artificial artificial ADJ cana-4559 236 13 neural neural ADJ cana-4559 236 14 networks network NOUN cana-4559 236 15 ( ( PUNCT cana-4559 236 16 anns anns PROPN cana-4559 236 17 ) ) PUNCT cana-4559 236 18 for for ADP cana-4559 236 19 voltage voltage NOUN cana-4559 236 20 regulation regulation NOUN cana-4559 236 21 , , PUNCT cana-4559 236 22 support support NOUN cana-4559 236 23 vector vector NOUN cana-4559 236 24 machines machine NOUN cana-4559 236 25 ( ( PUNCT cana-4559 236 26 svms svms NOUN cana-4559 236 27 ) ) PUNCT cana-4559 236 28 for for ADP cana-4559 236 29 fault fault NOUN cana-4559 236 30 detection detection NOUN cana-4559 236 31 , , PUNCT cana-4559 236 32 and and CCONJ cana-4559 236 33 reinforcement reinforcement NOUN cana-4559 236 34 learning learning NOUN cana-4559 236 35 ( ( PUNCT cana-4559 236 36 rl rl INTJ cana-4559 236 37 ) ) PUNCT cana-4559 236 38 for for ADP cana-4559 236 39 reactive reactive ADJ cana-4559 236 40 power power NOUN cana-4559 236 41 control control NOUN cana-4559 236 42 . . PUNCT cana-4559 237 1 simulation simulation NOUN cana-4559 237 2 results result NOUN cana-4559 237 3 showed show VERB cana-4559 237 4 significant significant ADJ cana-4559 237 5 improvements improvement NOUN cana-4559 237 6 in in ADP cana-4559 237 7 power power NOUN cana-4559 237 8 factor factor NOUN cana-4559 237 9 , , PUNCT cana-4559 237 10 harmonic harmonic ADJ cana-4559 237 11 mitigation mitigation NOUN cana-4559 237 12 , , PUNCT cana-4559 237 13 and and CCONJ cana-4559 237 14 dynamic dynamic ADJ cana-4559 237 15 adaptability adaptability NOUN cana-4559 237 16 to to ADP cana-4559 237 17 grid grid NOUN cana-4559 237 18 disturbances disturbance NOUN cana-4559 237 19 . . PUNCT cana-4559 238 1 the the DET cana-4559 238 2 proposed propose VERB cana-4559 238 3 system system NOUN cana-4559 238 4 offers offer VERB cana-4559 238 5 a a DET cana-4559 238 6 robust robust ADJ cana-4559 238 7 and and CCONJ cana-4559 238 8 scalable scalable ADJ cana-4559 238 9 solution solution NOUN cana-4559 238 10 for for ADP cana-4559 238 11 modern modern ADJ cana-4559 238 12 smart smart ADJ cana-4559 238 13 grids grid NOUN cana-4559 238 14 , , PUNCT cana-4559 238 15 ensuring ensure VERB cana-4559 238 16 reliable reliable ADJ cana-4559 238 17 and and CCONJ cana-4559 238 18 high high ADJ cana-4559 238 19 - - PUNCT cana-4559 238 20 quality quality NOUN cana-4559 238 21 power power NOUN cana-4559 238 22 injection injection NOUN cana-4559 238 23 from from ADP cana-4559 238 24 pv pv PROPN cana-4559 238 25 sources source NOUN cana-4559 238 26 . . PUNCT cana-4559 239 1 future future ADJ cana-4559 239 2 research research NOUN cana-4559 239 3 can can AUX cana-4559 239 4 explore explore VERB cana-4559 239 5 deep deep ADJ cana-4559 239 6 learning learning NOUN cana-4559 239 7 techniques technique NOUN cana-4559 239 8 and and CCONJ cana-4559 239 9 real real ADJ cana-4559 239 10 - - PUNCT cana-4559 239 11 world world NOUN cana-4559 239 12 implementation implementation NOUN cana-4559 239 13 for for ADP cana-4559 239 14 further further ADJ cana-4559 239 15 enhancements enhancement NOUN cana-4559 239 16 . . PUNCT cana-4559 240 1 this this DET cana-4559 240 2 study study NOUN cana-4559 240 3 contributes contribute VERB cana-4559 240 4 to to ADP cana-4559 240 5 the the DET cana-4559 240 6 development development NOUN cana-4559 240 7 of of ADP cana-4559 240 8 intelligent intelligent ADJ cana-4559 240 9 , , PUNCT cana-4559 240 10 efficient efficient ADJ cana-4559 240 11 , , PUNCT cana-4559 240 12 and and CCONJ cana-4559 240 13 sustainable sustainable ADJ cana-4559 240 14 renewable renewable ADJ cana-4559 240 15 energy energy NOUN cana-4559 240 16 systems system NOUN cana-4559 240 17 . . PUNCT cana-4559 241 1 the the DET cana-4559 241 2 proposed propose VERB cana-4559 241 3 pso pso NOUN cana-4559 241 4 - - PUNCT cana-4559 241 5 based base VERB cana-4559 241 6 cmli cmli NOUN cana-4559 241 7 for for ADP cana-4559 241 8 pv pv NOUN cana-4559 241 9 grid grid NOUN cana-4559 241 10 integration integration NOUN cana-4559 241 11 demonstrates demonstrate VERB cana-4559 241 12 superior superior ADJ cana-4559 241 13 power power NOUN cana-4559 241 14 tracking tracking NOUN cana-4559 241 15 , , PUNCT cana-4559 241 16 reduced reduce VERB cana-4559 241 17 harmonic harmonic ADJ cana-4559 241 18 distortion distortion NOUN cana-4559 241 19 , , PUNCT cana-4559 241 20 and and CCONJ cana-4559 241 21 improved improved ADJ cana-4559 241 22 efficiency efficiency NOUN cana-4559 241 23 compared compare VERB cana-4559 241 24 to to ADP cana-4559 241 25 traditional traditional ADJ cana-4559 241 26 methods method NOUN cana-4559 241 27 . . PUNCT cana-4559 242 1 future future ADJ cana-4559 242 2 work work NOUN cana-4559 242 3 includes include VERB cana-4559 242 4 hardware hardware NOUN cana-4559 242 5 implementation implementation NOUN cana-4559 242 6 on on ADP cana-4559 242 7 fpga fpga PROPN cana-4559 242 8 / / SYM cana-4559 242 9 dsp dsp PROPN cana-4559 242 10 , , PUNCT cana-4559 242 11 integration integration NOUN cana-4559 242 12 with with ADP cana-4559 242 13 smart smart ADJ cana-4559 242 14 grid grid NOUN cana-4559 242 15 networks network NOUN cana-4559 242 16 , , PUNCT cana-4559 242 17 and and CCONJ cana-4559 242 18 aibased aibase VERB cana-4559 242 19 predictive predictive ADJ cana-4559 242 20 control control NOUN cana-4559 242 21 for for ADP cana-4559 242 22 enhanced enhanced ADJ cana-4559 242 23 real real ADJ cana-4559 242 24 - - PUNCT cana-4559 242 25 time time NOUN cana-4559 242 26 performance performance NOUN cana-4559 242 27 . . PUNCT cana-4559 243 1 refrences refrence VERB cana-4559 244 1 [ [ X cana-4559 244 2 1 1 X cana-4559 244 3 ] ] PUNCT cana-4559 244 4 a. a. NOUN cana-4559 244 5 patel patel PROPN cana-4559 244 6 , , PUNCT cana-4559 244 7 r. r. PROPN cana-4559 244 8 gupta gupta PROPN cana-4559 244 9 , , PUNCT cana-4559 244 10 and and CCONJ cana-4559 244 11 s. s. PROPN cana-4559 244 12 kumar kumar PROPN cana-4559 244 13 , , PUNCT cana-4559 244 14 " " PUNCT cana-4559 244 15 challenges challenge NOUN cana-4559 244 16 and and CCONJ cana-4559 244 17 solutions solution NOUN cana-4559 244 18 in in ADP cana-4559 244 19 grid grid NOUN cana-4559 244 20 - - PUNCT cana-4559 244 21 connected connect VERB cana-4559 244 22 pv pv NOUN cana-4559 244 23 systems system NOUN cana-4559 244 24 : : PUNCT cana-4559 244 25 a a DET cana-4559 244 26 review review NOUN cana-4559 244 27 , , PUNCT cana-4559 244 28 " " PUNCT cana-4559 244 29 ieee ieee NOUN cana-4559 244 30 transactions transaction NOUN cana-4559 244 31 on on ADP cana-4559 244 32 sustainable sustainable ADJ cana-4559 244 33 energy energy NOUN cana-4559 244 34 , , PUNCT cana-4559 244 35 vol vol NOUN cana-4559 244 36 . . PROPN cana-4559 244 37 12 12 NUM cana-4559 244 38 , , PUNCT cana-4559 244 39 no no INTJ cana-4559 244 40 . . NOUN cana-4559 244 41 3 3 NUM cana-4559 244 42 , , PUNCT cana-4559 244 43 pp pp ADJ cana-4559 244 44 . . PUNCT cana-4559 245 1 1457 1457 NUM cana-4559 245 2 - - SYM cana-4559 245 3 1469 1469 NUM cana-4559 245 4 , , PUNCT cana-4559 245 5 2021 2021 NUM cana-4559 245 6 . . PUNCT cana-4559 246 1 [ [ X cana-4559 246 2 2 2 NUM cana-4559 246 3 ] ] PUNCT cana-4559 246 4 d. d. PROPN cana-4559 246 5 sharma sharma PROPN cana-4559 246 6 and and CCONJ cana-4559 246 7 p. p. PROPN cana-4559 246 8 verma verma PROPN cana-4559 246 9 , , PUNCT cana-4559 246 10 " " PUNCT cana-4559 246 11 impact impact NOUN cana-4559 246 12 of of ADP cana-4559 246 13 harmonics harmonic NOUN cana-4559 246 14 in in ADP cana-4559 246 15 photovoltaic photovoltaic NOUN cana-4559 246 16 - - PUNCT cana-4559 246 17 based base VERB cana-4559 246 18 distributed distribute VERB cana-4559 246 19 generation generation NOUN cana-4559 246 20 , , PUNCT cana-4559 246 21 " " PUNCT cana-4559 246 22 ieee ieee NOUN cana-4559 246 23 transactions transaction NOUN cana-4559 246 24 on on ADP cana-4559 246 25 smart smart ADJ cana-4559 246 26 grid grid NOUN cana-4559 246 27 , , PUNCT cana-4559 246 28 vol vol NOUN cana-4559 246 29 . . PROPN cana-4559 246 30 10 10 NUM cana-4559 246 31 , , PUNCT cana-4559 246 32 no no INTJ cana-4559 246 33 . . NOUN cana-4559 246 34 2 2 NUM cana-4559 246 35 , , PUNCT cana-4559 246 36 pp pp ADJ cana-4559 246 37 . . PUNCT cana-4559 247 1 789 789 NUM cana-4559 247 2 - - SYM cana-4559 247 3 798 798 NUM cana-4559 247 4 , , PUNCT cana-4559 247 5 2020 2020 NUM cana-4559 247 6 . . PUNCT cana-4559 248 1 [ [ X cana-4559 248 2 3 3 X cana-4559 248 3 ] ] X cana-4559 248 4 b. b. PROPN cana-4559 248 5 gupta gupta PROPN cana-4559 248 6 and and CCONJ cana-4559 248 7 r. r. PROPN cana-4559 248 8 singh singh PROPN cana-4559 248 9 , , PUNCT cana-4559 248 10 " " PUNCT cana-4559 248 11 multilevel multilevel ADJ cana-4559 248 12 inverters inverter NOUN cana-4559 248 13 for for ADP cana-4559 248 14 grid grid NOUN cana-4559 248 15 - - PUNCT cana-4559 248 16 connected connect VERB cana-4559 248 17 pv pv NOUN cana-4559 248 18 systems system NOUN cana-4559 248 19 : : PUNCT cana-4559 248 20 a a DET cana-4559 248 21 comparative comparative ADJ cana-4559 248 22 review review NOUN cana-4559 248 23 , , PUNCT cana-4559 248 24 " " PUNCT cana-4559 248 25 ieee ieee NOUN cana-4559 248 26 access access NOUN cana-4559 248 27 , , PUNCT cana-4559 248 28 vol vol NOUN cana-4559 248 29 . . NOUN cana-4559 248 30 9 9 NUM cana-4559 248 31 , , PUNCT cana-4559 248 32 pp pp ADJ cana-4559 248 33 . . PUNCT cana-4559 249 1 50210 50210 NUM cana-4559 249 2 - - SYM cana-4559 249 3 50230 50230 NUM cana-4559 249 4 , , PUNCT cana-4559 249 5 2021 2021 NUM cana-4559 249 6 . . PUNCT cana-4559 250 1 [ [ X cana-4559 250 2 4 4 NUM cana-4559 250 3 ] ] X cana-4559 250 4 c. c. PROPN cana-4559 250 5 saravanan saravanan PROPN cana-4559 250 6 , , PUNCT cana-4559 250 7 v. v. PROPN cana-4559 250 8 kumar kumar PROPN cana-4559 250 9 , , PUNCT cana-4559 250 10 and and CCONJ cana-4559 250 11 r. r. PROPN cana-4559 250 12 rao rao PROPN cana-4559 250 13 , , PUNCT cana-4559 250 14 " " PUNCT cana-4559 250 15 advanced advanced ADJ cana-4559 250 16 switching switching NOUN cana-4559 250 17 techniques technique NOUN cana-4559 250 18 for for ADP cana-4559 250 19 cascaded cascade VERB cana-4559 250 20 multilevel multilevel NOUN cana-4559 250 21 inverters inverter NOUN cana-4559 250 22 , , PUNCT cana-4559 250 23 " " PUNCT cana-4559 250 24 ieee ieee NOUN cana-4559 250 25 transactions transaction NOUN cana-4559 250 26 on on ADP cana-4559 250 27 power power NOUN cana-4559 250 28 electronics electronic NOUN cana-4559 250 29 , , PUNCT cana-4559 250 30 vol vol NOUN cana-4559 250 31 . . PROPN cana-4559 250 32 11 11 NUM cana-4559 250 33 , , PUNCT cana-4559 250 34 no no INTJ cana-4559 250 35 . . NOUN cana-4559 250 36 6 6 NUM cana-4559 250 37 , , PUNCT cana-4559 250 38 pp pp ADJ cana-4559 250 39 . . PUNCT cana-4559 251 1 3271 3271 NUM cana-4559 251 2 - - SYM cana-4559 251 3 3283 3283 NUM cana-4559 251 4 , , PUNCT cana-4559 251 5 2020 2020 NUM cana-4559 251 6 . . PUNCT cana-4559 252 1 [ [ X cana-4559 252 2 5 5 NUM cana-4559 252 3 ] ] PUNCT cana-4559 252 4 m. m. NOUN cana-4559 252 5 reddy reddy PROPN cana-4559 252 6 et et PROPN cana-4559 252 7 al al PROPN cana-4559 252 8 . . PROPN cana-4559 252 9 , , PUNCT cana-4559 252 10 " " PUNCT cana-4559 252 11 artificial artificial ADJ cana-4559 252 12 neural neural ADJ cana-4559 252 13 networks network NOUN cana-4559 252 14 for for ADP cana-4559 252 15 real real ADJ cana-4559 252 16 - - PUNCT cana-4559 252 17 time time NOUN cana-4559 252 18 power power NOUN cana-4559 252 19 quality quality NOUN cana-4559 252 20 enhancement enhancement NOUN cana-4559 252 21 in in ADP cana-4559 252 22 pv pv PROPN cana-4559 252 23 systems system NOUN cana-4559 252 24 , , PUNCT cana-4559 252 25 " " PUNCT cana-4559 252 26 ieee ieee NOUN cana-4559 252 27 journal journal NOUN cana-4559 252 28 of of ADP cana-4559 252 29 emerging emerge VERB cana-4559 252 30 technologies technology NOUN cana-4559 252 31 in in ADP cana-4559 252 32 power power NOUN cana-4559 252 33 electronics electronic NOUN cana-4559 252 34 , , PUNCT cana-4559 252 35 vol vol NOUN cana-4559 252 36 . . PROPN cana-4559 252 37 8 8 NUM cana-4559 252 38 , , PUNCT cana-4559 252 39 no no INTJ cana-4559 252 40 . . NOUN cana-4559 252 41 4 4 NUM cana-4559 252 42 , , PUNCT cana-4559 252 43 pp pp ADJ cana-4559 252 44 . . PUNCT cana-4559 252 45 1910 1910 NUM cana-4559 252 46 - - SYM cana-4559 252 47 1922 1922 NUM cana-4559 252 48 , , PUNCT cana-4559 252 49 2021 2021 NUM cana-4559 252 50 . . PUNCT cana-4559 253 1 communications communication NOUN cana-4559 253 2 on on ADP cana-4559 253 3 applied apply VERB cana-4559 253 4 nonlinear nonlinear ADJ cana-4559 253 5 analysis analysis NOUN cana-4559 253 6 issn issn NOUN cana-4559 253 7 : : PUNCT cana-4559 253 8 1074 1074 NUM cana-4559 253 9 - - PUNCT cana-4559 253 10 133x 133x NUM cana-4559 253 11 vol vol NOUN cana-4559 253 12 32 32 NUM cana-4559 253 13 no no NOUN cana-4559 253 14 . . PUNCT cana-4559 254 1 9s 9s NUM cana-4559 254 2 ( ( PUNCT cana-4559 254 3 2025 2025 NUM cana-4559 254 4 ) ) PUNCT cana-4559 254 5 2556 2556 NUM cana-4559 254 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 255 1 [ [ X cana-4559 255 2 6 6 NUM cana-4559 255 3 ] ] PUNCT cana-4559 255 4 s. s. PROPN cana-4559 255 5 kumar kumar PROPN cana-4559 255 6 and and CCONJ cana-4559 255 7 a. a. PROPN cana-4559 255 8 singh singh PROPN cana-4559 255 9 , , PUNCT cana-4559 255 10 " " PUNCT cana-4559 255 11 support support VERB cana-4559 255 12 vector vector NOUN cana-4559 255 13 machines machine NOUN cana-4559 255 14 for for ADP cana-4559 255 15 power power NOUN cana-4559 255 16 system system NOUN cana-4559 255 17 fault fault NOUN cana-4559 255 18 detection detection NOUN cana-4559 255 19 , , PUNCT cana-4559 255 20 " " PUNCT cana-4559 255 21 ieee ieee NOUN cana-4559 255 22 transactions transaction NOUN cana-4559 255 23 on on ADP cana-4559 255 24 industrial industrial ADJ cana-4559 255 25 electronics electronic NOUN cana-4559 255 26 , , PUNCT cana-4559 255 27 vol vol NOUN cana-4559 255 28 . . PROPN cana-4559 255 29 12 12 NUM cana-4559 255 30 , , PUNCT cana-4559 255 31 no no INTJ cana-4559 255 32 . . NOUN cana-4559 255 33 1 1 NUM cana-4559 255 34 , , PUNCT cana-4559 255 35 pp pp ADJ cana-4559 255 36 . . PUNCT cana-4559 256 1 325 325 NUM cana-4559 256 2 - - SYM cana-4559 256 3 337 337 NUM cana-4559 256 4 , , PUNCT cana-4559 256 5 2021 2021 NUM cana-4559 256 6 . . PUNCT cana-4559 257 1 [ [ X cana-4559 257 2 7 7 X cana-4559 257 3 ] ] X cana-4559 257 4 h. h. PROPN cana-4559 257 5 chen chen PROPN cana-4559 257 6 , , PUNCT cana-4559 257 7 y. y. PROPN cana-4559 257 8 zhao zhao PROPN cana-4559 257 9 , , PUNCT cana-4559 257 10 and and CCONJ cana-4559 257 11 t. t. PROPN cana-4559 257 12 lin lin PROPN cana-4559 257 13 , , PUNCT cana-4559 257 14 " " PUNCT cana-4559 257 15 reinforcement reinforcement NOUN cana-4559 257 16 learning learning NOUN cana-4559 257 17 for for ADP cana-4559 257 18 adaptive adaptive ADJ cana-4559 257 19 reactive reactive ADJ cana-4559 257 20 power power NOUN cana-4559 257 21 control control NOUN cana-4559 257 22 in in ADP cana-4559 257 23 smart smart ADJ cana-4559 257 24 grids grid NOUN cana-4559 257 25 , , PUNCT cana-4559 257 26 " " PUNCT cana-4559 257 27 ieee ieee NOUN cana-4559 257 28 transactions transaction NOUN cana-4559 257 29 on on ADP cana-4559 257 30 smart smart ADJ cana-4559 257 31 grid grid NOUN cana-4559 257 32 , , PUNCT cana-4559 257 33 vol vol NOUN cana-4559 257 34 . . PROPN cana-4559 257 35 11 11 NUM cana-4559 257 36 , , PUNCT cana-4559 257 37 no no INTJ cana-4559 257 38 . . NOUN cana-4559 257 39 5 5 NUM cana-4559 257 40 , , PUNCT cana-4559 257 41 pp pp ADJ cana-4559 257 42 . . PUNCT cana-4559 258 1 4025 4025 NUM cana-4559 258 2 - - SYM cana-4559 258 3 4036 4036 NUM cana-4559 258 4 , , PUNCT cana-4559 258 5 2020 2020 NUM cana-4559 258 6 . . PUNCT cana-4559 259 1 [ [ X cana-4559 259 2 8 8 NUM cana-4559 259 3 ] ] PUNCT cana-4559 259 4 a. a. NOUN cana-4559 259 5 patel patel PROPN cana-4559 259 6 , , PUNCT cana-4559 259 7 r. r. PROPN cana-4559 259 8 sharma sharma PROPN cana-4559 259 9 , , PUNCT cana-4559 259 10 and and CCONJ cana-4559 259 11 p. p. PROPN cana-4559 259 12 jain jain PROPN cana-4559 259 13 , , PUNCT cana-4559 259 14 " " PUNCT cana-4559 259 15 comparative comparative ADJ cana-4559 259 16 analysis analysis NOUN cana-4559 259 17 of of ADP cana-4559 259 18 ml ml ADP cana-4559 259 19 techniques technique NOUN cana-4559 259 20 for for ADP cana-4559 259 21 power power NOUN cana-4559 259 22 quality quality NOUN cana-4559 259 23 improvement improvement NOUN cana-4559 259 24 , , PUNCT cana-4559 259 25 " " PUNCT cana-4559 259 26 ieee ieee NOUN cana-4559 259 27 access access NOUN cana-4559 259 28 , , PUNCT cana-4559 259 29 vol vol NOUN cana-4559 259 30 . . PROPN cana-4559 259 31 10 10 NUM cana-4559 259 32 , , PUNCT cana-4559 259 33 pp pp ADJ cana-4559 259 34 . . PUNCT cana-4559 259 35 14987 14987 NUM cana-4559 259 36 - - SYM cana-4559 259 37 15003 15003 NUM cana-4559 259 38 , , PUNCT cana-4559 259 39 2022 2022 NUM cana-4559 259 40 . . PUNCT cana-4559 260 1 [ [ X cana-4559 260 2 9 9 NUM cana-4559 260 3 ] ] PUNCT cana-4559 260 4 j. j. PROPN cana-4559 260 5 rodriguez rodriguez PROPN cana-4559 260 6 , , PUNCT cana-4559 260 7 s. s. PROPN cana-4559 260 8 bernet bernet PROPN cana-4559 260 9 , , PUNCT cana-4559 260 10 p. p. PROPN cana-4559 260 11 k. k. PROPN cana-4559 261 1 steimer steimer PROPN cana-4559 261 2 , , PUNCT cana-4559 261 3 and and CCONJ cana-4559 261 4 i. i. PROPN cana-4559 261 5 e. e. PROPN cana-4559 261 6 lizama lizama PROPN cana-4559 261 7 , , PUNCT cana-4559 261 8 β€œ " PUNCT cana-4559 261 9 a a DET cana-4559 261 10 survey survey NOUN cana-4559 261 11 on on ADP cana-4559 261 12 neutral neutral ADJ cana-4559 261 13 - - PUNCT cana-4559 261 14 point point NOUN cana-4559 261 15 - - PUNCT cana-4559 261 16 clamped clamp VERB cana-4559 261 17 inverters inverter NOUN cana-4559 261 18 , , PUNCT cana-4559 261 19 ” " PUNCT cana-4559 261 20 ieee ieee NOUN cana-4559 261 21 trans tran NOUN cana-4559 261 22 . . PUNCT cana-4559 262 1 ind ind PROPN cana-4559 262 2 . . PUNCT cana-4559 262 3 electron electron PROPN cana-4559 262 4 . . PUNCT cana-4559 262 5 , , PUNCT cana-4559 262 6 vol vol NOUN cana-4559 262 7 . . PROPN cana-4559 263 1 57 57 NUM cana-4559 263 2 , , PUNCT cana-4559 263 3 no no INTJ cana-4559 263 4 . . NOUN cana-4559 263 5 7 7 NUM cana-4559 263 6 , , PUNCT cana-4559 263 7 pp pp ADJ cana-4559 263 8 . . PUNCT cana-4559 264 1 2219–2230 2219–2230 NUM cana-4559 264 2 , , PUNCT cana-4559 264 3 jul jul PROPN cana-4559 264 4 . . PROPN cana-4559 264 5 2010 2010 NUM cana-4559 264 6 . . PUNCT cana-4559 265 1 [ [ X cana-4559 265 2 10 10 NUM cana-4559 265 3 ] ] PUNCT cana-4559 265 4 m. m. NOUN cana-4559 265 5 h. h. PROPN cana-4559 265 6 rashid rashid PROPN cana-4559 265 7 , , PUNCT cana-4559 265 8 power power NOUN cana-4559 265 9 electronics electronic NOUN cana-4559 265 10 handbook handbook NOUN cana-4559 265 11 : : PUNCT cana-4559 265 12 devices device NOUN cana-4559 265 13 , , PUNCT cana-4559 265 14 circuits circuit NOUN cana-4559 265 15 , , PUNCT cana-4559 265 16 and and CCONJ cana-4559 265 17 applications application NOUN cana-4559 265 18 , , PUNCT cana-4559 265 19 4th 4th ADJ cana-4559 265 20 ed ed NOUN cana-4559 265 21 . . PUNCT cana-4559 266 1 new new PROPN cana-4559 266 2 york york PROPN cana-4559 266 3 , , PUNCT cana-4559 266 4 ny ny PROPN cana-4559 266 5 , , PUNCT cana-4559 266 6 usa usa PROPN cana-4559 266 7 : : PUNCT cana-4559 266 8 elsevier elsevier NOUN cana-4559 266 9 , , PUNCT cana-4559 266 10 2017 2017 NUM cana-4559 266 11 . . PUNCT cana-4559 267 1 [ [ X cana-4559 267 2 11 11 NUM cana-4559 267 3 ] ] X cana-4559 267 4 h. h. PROPN cana-4559 267 5 abu abu PROPN cana-4559 267 6 - - PUNCT cana-4559 267 7 rub rub PROPN cana-4559 267 8 , , PUNCT cana-4559 267 9 j. j. PROPN cana-4559 267 10 holtz holtz PROPN cana-4559 267 11 , , PUNCT cana-4559 267 12 j. j. PROPN cana-4559 267 13 rodriguez rodriguez PROPN cana-4559 267 14 , , PUNCT cana-4559 267 15 and and CCONJ cana-4559 267 16 g. g. PROPN cana-4559 267 17 baoming baoming PROPN cana-4559 267 18 , , PUNCT cana-4559 267 19 β€œ " PUNCT cana-4559 267 20 medium medium ADJ cana-4559 267 21 - - PUNCT cana-4559 267 22 voltage voltage NOUN cana-4559 267 23 multilevel multilevel NOUN cana-4559 267 24 converters converter NOUN cana-4559 267 25 β€” β€” PUNCT cana-4559 267 26 state state NOUN cana-4559 267 27 of of ADP cana-4559 267 28 the the DET cana-4559 267 29 art art NOUN cana-4559 267 30 , , PUNCT cana-4559 267 31 challenges challenge NOUN cana-4559 267 32 , , PUNCT cana-4559 267 33 and and CCONJ cana-4559 267 34 requirements requirement NOUN cana-4559 267 35 in in ADP cana-4559 267 36 industrial industrial ADJ cana-4559 267 37 applications application NOUN cana-4559 267 38 , , PUNCT cana-4559 267 39 ” " PUNCT cana-4559 267 40 ieee ieee NOUN cana-4559 267 41 trans tran NOUN cana-4559 267 42 . . PUNCT cana-4559 268 1 ind ind PROPN cana-4559 268 2 . . PUNCT cana-4559 268 3 electron electron PROPN cana-4559 268 4 . . PUNCT cana-4559 268 5 , , PUNCT cana-4559 268 6 vol vol NOUN cana-4559 268 7 . . PROPN cana-4559 269 1 57 57 NUM cana-4559 269 2 , , PUNCT cana-4559 269 3 no no INTJ cana-4559 269 4 . . NOUN cana-4559 269 5 8 8 NUM cana-4559 269 6 , , PUNCT cana-4559 269 7 pp pp ADJ cana-4559 269 8 . . PUNCT cana-4559 270 1 2581–2596 2581–2596 NUM cana-4559 270 2 , , PUNCT cana-4559 270 3 aug aug PROPN cana-4559 270 4 . . PROPN cana-4559 270 5 2010 2010 NUM cana-4559 270 6 . . PUNCT cana-4559 271 1 [ [ X cana-4559 271 2 12 12 NUM cana-4559 271 3 ] ] PUNCT cana-4559 271 4 j. j. PROPN cana-4559 271 5 liu liu PROPN cana-4559 271 6 , , PUNCT cana-4559 271 7 s. s. PROPN cana-4559 271 8 chen chen PROPN cana-4559 271 9 , , PUNCT cana-4559 271 10 and and CCONJ cana-4559 271 11 h. h. PROPN cana-4559 271 12 zhang zhang PROPN cana-4559 271 13 , , PUNCT cana-4559 271 14 β€œ " PUNCT cana-4559 271 15 a a DET cana-4559 271 16 novel novel ADJ cana-4559 271 17 hybrid hybrid ADJ cana-4559 271 18 cascaded cascade VERB cana-4559 271 19 h h NOUN cana-4559 271 20 - - PUNCT cana-4559 271 21 bridge bridge NOUN cana-4559 271 22 multilevel multilevel ADJ cana-4559 271 23 inverter inverter NOUN cana-4559 271 24 for for ADP cana-4559 271 25 grid grid NOUN cana-4559 271 26 - - PUNCT cana-4559 271 27 connected connect VERB cana-4559 271 28 photovoltaic photovoltaic NOUN cana-4559 271 29 systems system NOUN cana-4559 271 30 , , PUNCT cana-4559 271 31 ” " PUNCT cana-4559 271 32 ieee ieee NOUN cana-4559 271 33 trans tran NOUN cana-4559 271 34 . . PUNCT cana-4559 272 1 ind ind PROPN cana-4559 272 2 . . PUNCT cana-4559 272 3 electron electron PROPN cana-4559 272 4 . . PUNCT cana-4559 272 5 , , PUNCT cana-4559 272 6 vol vol NOUN cana-4559 272 7 . . PROPN cana-4559 272 8 60 60 NUM cana-4559 272 9 , , PUNCT cana-4559 272 10 no no INTJ cana-4559 272 11 . . NOUN cana-4559 272 12 11 11 NUM cana-4559 272 13 , , PUNCT cana-4559 272 14 pp pp ADJ cana-4559 272 15 . . PUNCT cana-4559 273 1 5080–5090 5080–5090 NUM cana-4559 273 2 , , PUNCT cana-4559 273 3 nov nov PROPN cana-4559 273 4 . . PROPN cana-4559 273 5 2013 2013 NUM cana-4559 273 6 . . PUNCT cana-4559 274 1 [ [ X cana-4559 274 2 13 13 NUM cana-4559 274 3 ] ] PUNCT cana-4559 274 4 a. a. NOUN cana-4559 274 5 n. n. PROPN cana-4559 274 6 al al PROPN cana-4559 274 7 - - PUNCT cana-4559 274 8 shamani shamani PROPN cana-4559 274 9 , , PUNCT cana-4559 274 10 m. m. NOUN cana-4559 274 11 a. a. PROPN cana-4559 274 12 hannan hannan PROPN cana-4559 274 13 , , PUNCT cana-4559 274 14 a. a. PROPN cana-4559 274 15 mohamed mohamed PROPN cana-4559 274 16 , , PUNCT cana-4559 274 17 k. k. PROPN cana-4559 275 1 p. p. PROPN cana-4559 275 2 jern jern PROPN cana-4559 275 3 , , PUNCT cana-4559 275 4 and and CCONJ cana-4559 275 5 m. m. NOUN cana-4559 275 6 a. a. PROPN cana-4559 275 7 hussain hussain PROPN cana-4559 275 8 , , PUNCT cana-4559 275 9 β€œ " PUNCT cana-4559 275 10 modelling modelling NOUN cana-4559 275 11 and and CCONJ cana-4559 275 12 simulation simulation NOUN cana-4559 275 13 of of ADP cana-4559 275 14 a a DET cana-4559 275 15 cascaded cascade VERB cana-4559 275 16 h h NOUN cana-4559 275 17 - - PUNCT cana-4559 275 18 bridge bridge NOUN cana-4559 275 19 multilevel multilevel ADJ cana-4559 275 20 inverter inverter NOUN cana-4559 275 21 - - PUNCT cana-4559 275 22 based base VERB cana-4559 275 23 grid grid NOUN cana-4559 275 24 - - PUNCT cana-4559 275 25 connected connect VERB cana-4559 275 26 photovoltaic photovoltaic NOUN cana-4559 275 27 system system NOUN cana-4559 275 28 , , PUNCT cana-4559 275 29 ” " PUNCT cana-4559 275 30 scientific scientific ADJ cana-4559 275 31 world world NOUN cana-4559 275 32 journal journal NOUN cana-4559 275 33 , , PUNCT cana-4559 275 34 vol vol NOUN cana-4559 275 35 . . PROPN cana-4559 275 36 2014 2014 NUM cana-4559 275 37 , , PUNCT cana-4559 275 38 article article NOUN cana-4559 275 39 i i PROPN cana-4559 275 40 d d PROPN cana-4559 275 41 810749 810749 NUM cana-4559 275 42 , , PUNCT cana-4559 275 43 12 12 NUM cana-4559 275 44 pages page NOUN cana-4559 275 45 , , PUNCT cana-4559 275 46 2014 2014 NUM cana-4559 275 47 . . PUNCT cana-4559 276 1 [ [ X cana-4559 276 2 14 14 NUM cana-4559 276 3 ] ] PUNCT cana-4559 276 4 k. k. PROPN cana-4559 276 5 k. k. PROPN cana-4559 276 6 gupta gupta PROPN cana-4559 276 7 and and CCONJ cana-4559 276 8 s. s. PROPN cana-4559 276 9 jain jain PROPN cana-4559 276 10 , , PUNCT cana-4559 276 11 β€œ " PUNCT cana-4559 276 12 a a DET cana-4559 276 13 novel novel ADJ cana-4559 276 14 multilevel multilevel NOUN cana-4559 276 15 inverter inverter NOUN cana-4559 276 16 based base VERB cana-4559 276 17 on on ADP cana-4559 276 18 switched switch VERB cana-4559 276 19 dc dc PROPN cana-4559 276 20 sources source NOUN cana-4559 276 21 , , PUNCT cana-4559 276 22 ” " PUNCT cana-4559 276 23 ieee ieee NOUN cana-4559 276 24 trans tran NOUN cana-4559 276 25 . . PUNCT cana-4559 277 1 ind ind PROPN cana-4559 277 2 . . PUNCT cana-4559 277 3 electron electron PROPN cana-4559 277 4 . . PUNCT cana-4559 277 5 , , PUNCT cana-4559 277 6 vol vol NOUN cana-4559 277 7 . . PROPN cana-4559 277 8 61 61 NUM cana-4559 277 9 , , PUNCT cana-4559 277 10 no no INTJ cana-4559 277 11 . . NOUN cana-4559 277 12 7 7 NUM cana-4559 277 13 , , PUNCT cana-4559 277 14 pp pp ADJ cana-4559 277 15 . . PUNCT cana-4559 278 1 3269–3278 3269–3278 NUM cana-4559 278 2 , , PUNCT cana-4559 278 3 jul jul PROPN cana-4559 278 4 . . PROPN cana-4559 278 5 2014 2014 NUM cana-4559 278 6 . . PUNCT cana-4559 279 1 [ [ X cana-4559 279 2 15 15 NUM cana-4559 279 3 ] ] X cana-4559 279 4 m. m. NOUN cana-4559 279 5 a. a. PROPN cana-4559 279 6 mallick mallick PROPN cana-4559 279 7 , , PUNCT cana-4559 279 8 s. s. PROPN cana-4559 279 9 k. k. PROPN cana-4559 279 10 goswami goswami PROPN cana-4559 279 11 , , PUNCT cana-4559 279 12 and and CCONJ cana-4559 279 13 s. s. PROPN cana-4559 279 14 banerjee banerjee PROPN cana-4559 279 15 , , PUNCT cana-4559 279 16 β€œ " PUNCT cana-4559 279 17 power power NOUN cana-4559 279 18 quality quality NOUN cana-4559 279 19 enhancement enhancement NOUN cana-4559 279 20 using use VERB cana-4559 279 21 adaptive adaptive ADJ cana-4559 279 22 neuro neuro NOUN cana-4559 279 23 - - PUNCT cana-4559 279 24 fuzzy fuzzy ADJ cana-4559 279 25 inference inference NOUN cana-4559 279 26 system system NOUN cana-4559 279 27 controlled control VERB cana-4559 279 28 inverter inverter NOUN cana-4559 279 29 for for ADP cana-4559 279 30 grid grid NOUN cana-4559 279 31 - - PUNCT cana-4559 279 32 connected connect VERB cana-4559 279 33 photovoltaic photovoltaic NOUN cana-4559 279 34 system system NOUN cana-4559 279 35 , , PUNCT cana-4559 279 36 ” " PUNCT cana-4559 279 37 ieee ieee NOUN cana-4559 279 38 trans tran NOUN cana-4559 279 39 . . PUNCT cana-4559 280 1 ind ind PROPN cana-4559 280 2 . . PUNCT cana-4559 280 3 electron electron PROPN cana-4559 280 4 . . PUNCT cana-4559 280 5 , , PUNCT cana-4559 280 6 vol vol NOUN cana-4559 280 7 . . PROPN cana-4559 280 8 65 65 NUM cana-4559 280 9 , , PUNCT cana-4559 280 10 no no INTJ cana-4559 280 11 . . NOUN cana-4559 280 12 6 6 NUM cana-4559 280 13 , , PUNCT cana-4559 280 14 pp pp ADJ cana-4559 280 15 . . PUNCT cana-4559 281 1 4429–4438 4429–4438 NUM cana-4559 281 2 , , PUNCT cana-4559 281 3 jun jun PROPN cana-4559 281 4 . . PROPN cana-4559 281 5 2018 2018 NUM cana-4559 281 6 . . PUNCT cana-4559 282 1 [ [ X cana-4559 282 2 16 16 NUM cana-4559 282 3 ] ] X cana-4559 282 4 s. s. PROPN cana-4559 282 5 kouro kouro PROPN cana-4559 282 6 , , PUNCT cana-4559 282 7 j. j. PROPN cana-4559 282 8 i. i. PROPN cana-4559 282 9 leon leon PROPN cana-4559 282 10 , , PUNCT cana-4559 282 11 d. d. PROPN cana-4559 282 12 vinnikov vinnikov PROPN cana-4559 282 13 , , PUNCT cana-4559 282 14 and and CCONJ cana-4559 282 15 l. l. PROPN cana-4559 282 16 g. g. PROPN cana-4559 282 17 franquelo franquelo PROPN cana-4559 282 18 , , PUNCT cana-4559 282 19 β€œ " PUNCT cana-4559 282 20 grid grid NOUN cana-4559 282 21 - - PUNCT cana-4559 282 22 connected connect VERB cana-4559 282 23 photovoltaic photovoltaic NOUN cana-4559 282 24 systems system NOUN cana-4559 282 25 : : PUNCT cana-4559 282 26 an an DET cana-4559 282 27 overview overview NOUN cana-4559 282 28 of of ADP cana-4559 282 29 recent recent ADJ cana-4559 282 30 research research NOUN cana-4559 282 31 and and CCONJ cana-4559 282 32 emerging emerge VERB cana-4559 282 33 pv pv NOUN cana-4559 282 34 converter converter NOUN cana-4559 282 35 technology technology NOUN cana-4559 282 36 , , PUNCT cana-4559 282 37 ” " PUNCT cana-4559 282 38 ieee ieee NOUN cana-4559 282 39 ind ind PROPN cana-4559 282 40 . . PUNCT cana-4559 282 41 electron electron PROPN cana-4559 282 42 . . PUNCT cana-4559 283 1 mag mag PROPN cana-4559 283 2 . . PROPN cana-4559 283 3 , , PUNCT cana-4559 283 4 vol vol NOUN cana-4559 283 5 . . PROPN cana-4559 284 1 10 10 NUM cana-4559 284 2 , , PUNCT cana-4559 284 3 no no INTJ cana-4559 284 4 . . NOUN cana-4559 284 5 3 3 NUM cana-4559 284 6 , , PUNCT cana-4559 284 7 pp pp ADJ cana-4559 284 8 . . PUNCT cana-4559 285 1 47–61 47–61 NUM cana-4559 285 2 , , PUNCT cana-4559 285 3 sep sep PROPN cana-4559 285 4 . . PROPN cana-4559 285 5 2016 2016 NUM cana-4559 285 6 . . PUNCT cana-4559 286 1 [ [ X cana-4559 286 2 17 17 NUM cana-4559 286 3 ] ] X cana-4559 286 4 l. l. PROPN cana-4559 286 5 m. m. PROPN cana-4559 286 6 tolbert tolbert PROPN cana-4559 286 7 , , PUNCT cana-4559 286 8 f. f. PROPN cana-4559 286 9 z. z. PROPN cana-4559 286 10 peng peng PROPN cana-4559 286 11 , , PUNCT cana-4559 286 12 and and CCONJ cana-4559 286 13 t. t. PROPN cana-4559 286 14 g. g. PROPN cana-4559 286 15 habetler habetler NOUN cana-4559 286 16 , , PUNCT cana-4559 286 17 β€œ " PUNCT cana-4559 286 18 multilevel multilevel ADJ cana-4559 286 19 converters converter NOUN cana-4559 286 20 for for ADP cana-4559 286 21 large large ADJ cana-4559 286 22 electric electric ADJ cana-4559 286 23 drives drive NOUN cana-4559 286 24 , , PUNCT cana-4559 286 25 ” " PUNCT cana-4559 286 26 ieee ieee NOUN cana-4559 286 27 trans tran NOUN cana-4559 286 28 . . PUNCT cana-4559 287 1 ind ind PROPN cana-4559 287 2 . . PUNCT cana-4559 287 3 appl appl PROPN cana-4559 287 4 . . PROPN cana-4559 287 5 , , PUNCT cana-4559 287 6 vol vol NOUN cana-4559 287 7 . . PROPN cana-4559 287 8 35 35 NUM cana-4559 287 9 , , PUNCT cana-4559 287 10 no no INTJ cana-4559 287 11 . . NOUN cana-4559 287 12 1 1 NUM cana-4559 287 13 , , PUNCT cana-4559 287 14 pp pp ADJ cana-4559 287 15 . . PUNCT cana-4559 288 1 36–44 36–44 NUM cana-4559 288 2 , , PUNCT cana-4559 288 3 jan./feb jan./feb PROPN cana-4559 288 4 . . PROPN cana-4559 288 5 1999 1999 NUM cana-4559 288 6 . . PUNCT cana-4559 289 1 [ [ X cana-4559 289 2 18 18 NUM cana-4559 289 3 ] ] X cana-4559 289 4 s. s. PROPN cana-4559 289 5 alepuz alepuz PROPN cana-4559 289 6 , , PUNCT cana-4559 289 7 s. s. PROPN cana-4559 289 8 busquets busquets PROPN cana-4559 289 9 - - PUNCT cana-4559 289 10 monge monge PROPN cana-4559 289 11 , , PUNCT cana-4559 289 12 j. j. PROPN cana-4559 289 13 bordonau bordonau PROPN cana-4559 289 14 , , PUNCT cana-4559 289 15 j. j. PROPN cana-4559 289 16 gago gago PROPN cana-4559 289 17 , , PUNCT cana-4559 289 18 d. d. PROPN cana-4559 289 19 gonzalez gonzalez PROPN cana-4559 289 20 , , PUNCT cana-4559 289 21 and and CCONJ cana-4559 289 22 j. j. PROPN cana-4559 289 23 balcells balcells PROPN cana-4559 289 24 , , PUNCT cana-4559 289 25 β€œ " PUNCT cana-4559 289 26 interfacing interface VERB cana-4559 289 27 renewable renewable ADJ cana-4559 289 28 energy energy NOUN cana-4559 289 29 sources source NOUN cana-4559 289 30 to to ADP cana-4559 289 31 the the DET cana-4559 289 32 utility utility NOUN cana-4559 289 33 grid grid NOUN cana-4559 289 34 using use VERB cana-4559 289 35 a a DET cana-4559 289 36 three three NUM cana-4559 289 37 - - PUNCT cana-4559 289 38 level level NOUN cana-4559 289 39 inverter inverter NOUN cana-4559 289 40 , , PUNCT cana-4559 289 41 ” " PUNCT cana-4559 289 42 ieee ieee NOUN cana-4559 289 43 trans tran NOUN cana-4559 289 44 . . PUNCT cana-4559 290 1 ind ind PROPN cana-4559 290 2 . . PUNCT cana-4559 290 3 electron electron PROPN cana-4559 290 4 . . PUNCT cana-4559 290 5 , , PUNCT cana-4559 290 6 vol vol NOUN cana-4559 290 7 . . PROPN cana-4559 291 1 53 53 NUM cana-4559 291 2 , , PUNCT cana-4559 291 3 no no INTJ cana-4559 291 4 . . NOUN cana-4559 291 5 5 5 NUM cana-4559 291 6 , , PUNCT cana-4559 291 7 pp pp ADJ cana-4559 291 8 . . PUNCT cana-4559 292 1 1504–1511 1504–1511 NUM cana-4559 292 2 , , PUNCT cana-4559 292 3 oct oct PROPN cana-4559 292 4 . . PROPN cana-4559 292 5 2006 2006 NUM cana-4559 292 6 . . PUNCT cana-4559 293 1 [ [ X cana-4559 293 2 19 19 NUM cana-4559 293 3 ] ] PUNCT cana-4559 293 4 s. s. PROPN cana-4559 293 5 s. s. PROPN cana-4559 293 6 murthy murthy PROPN cana-4559 293 7 , , PUNCT cana-4559 293 8 β€œ " PUNCT cana-4559 293 9 power power NOUN cana-4559 293 10 electronics electronic NOUN cana-4559 293 11 in in ADP cana-4559 293 12 renewable renewable ADJ cana-4559 293 13 energy energy NOUN cana-4559 293 14 systems system NOUN cana-4559 293 15 and and CCONJ cana-4559 293 16 smart smart ADJ cana-4559 293 17 grid grid NOUN cana-4559 293 18 , , PUNCT cana-4559 293 19 ” " PUNCT cana-4559 293 20 in in ADP cana-4559 293 21 proc proc NOUN cana-4559 293 22 . . PUNCT cana-4559 294 1 ieee ieee NOUN cana-4559 294 2 pedes pes NOUN cana-4559 294 3 , , PUNCT cana-4559 294 4 2016 2016 NUM cana-4559 294 5 , , PUNCT cana-4559 294 6 pp pp ADV cana-4559 294 7 . . PUNCT cana-4559 295 1 1–6 1–6 X cana-4559 295 2 . . PUNCT cana-4559 296 1 [ [ X cana-4559 296 2 20 20 NUM cana-4559 296 3 ] ] X cana-4559 296 4 y. y. PROPN cana-4559 296 5 zhou zhou PROPN cana-4559 296 6 , , PUNCT cana-4559 296 7 l. l. PROPN cana-4559 296 8 liu liu PROPN cana-4559 296 9 , , PUNCT cana-4559 296 10 and and CCONJ cana-4559 296 11 h. h. PROPN cana-4559 296 12 li li PROPN cana-4559 296 13 , , PUNCT cana-4559 296 14 β€œ " PUNCT cana-4559 296 15 a a DET cana-4559 296 16 high high ADJ cana-4559 296 17 - - PUNCT cana-4559 296 18 performance performance NOUN cana-4559 296 19 photovoltaic photovoltaic NOUN cana-4559 296 20 module module NOUN cana-4559 296 21 - - PUNCT cana-4559 296 22 integrated integrate VERB cana-4559 296 23 converter converter NOUN cana-4559 296 24 ( ( PUNCT cana-4559 296 25 mic mic NOUN cana-4559 296 26 ) ) PUNCT cana-4559 296 27 based base VERB cana-4559 296 28 on on ADP cana-4559 296 29 cascaded cascade VERB cana-4559 296 30 quasi quasi ADJ cana-4559 296 31 - - ADJ cana-4559 296 32 z z ADJ cana-4559 296 33 - - PUNCT cana-4559 296 34 source source NOUN cana-4559 296 35 inverters inverter NOUN cana-4559 296 36 ( ( PUNCT cana-4559 296 37 qzsi qzsi NOUN cana-4559 296 38 ) ) PUNCT cana-4559 296 39 , , PUNCT cana-4559 296 40 ” " PUNCT cana-4559 296 41 ieee ieee NOUN cana-4559 296 42 trans trans PROPN cana-4559 296 43 . . PUNCT cana-4559 296 44 power power NOUN cana-4559 296 45 electron electron PROPN cana-4559 296 46 . . PUNCT cana-4559 296 47 , , PUNCT cana-4559 296 48 vol vol NOUN cana-4559 296 49 . . PROPN cana-4559 296 50 28 28 NUM cana-4559 296 51 , , PUNCT cana-4559 296 52 no no INTJ cana-4559 296 53 . . NOUN cana-4559 296 54 6 6 NUM cana-4559 296 55 , , PUNCT cana-4559 296 56 pp pp ADJ cana-4559 296 57 . . PUNCT cana-4559 297 1 2727 2727 NUM cana-4559 297 2 – – PUNCT cana-4559 297 3 2738 2738 NUM cana-4559 297 4 , , PUNCT cana-4559 297 5 jun jun PROPN cana-4559 297 6 . . PROPN cana-4559 297 7 2013 2013 NUM cana-4559 297 8 . . PUNCT cana-4559 298 1 [ [ X cana-4559 298 2 21 21 NUM cana-4559 298 3 ] ] X cana-4559 298 4 b. b. PROPN cana-4559 298 5 singh singh PROPN cana-4559 298 6 , , PUNCT cana-4559 298 7 s. s. PROPN cana-4559 298 8 murthy murthy PROPN cana-4559 298 9 , , PUNCT cana-4559 298 10 and and CCONJ cana-4559 298 11 s. s. PROPN cana-4559 298 12 gupta gupta PROPN cana-4559 298 13 , , PUNCT cana-4559 298 14 β€œ " PUNCT cana-4559 298 15 analysis analysis NOUN cana-4559 298 16 and and CCONJ cana-4559 298 17 design design NOUN cana-4559 298 18 of of ADP cana-4559 298 19 statcom statcom NOUN cana-4559 298 20 - - PUNCT cana-4559 298 21 based base VERB cana-4559 298 22 voltage voltage NOUN cana-4559 298 23 regulator regulator NOUN cana-4559 298 24 for for ADP cana-4559 298 25 selfexcited selfexcite VERB cana-4559 298 26 induction induction NOUN cana-4559 298 27 generator generator NOUN cana-4559 298 28 , , PUNCT cana-4559 298 29 ” " PUNCT cana-4559 298 30 ieee ieee NOUN cana-4559 298 31 trans trans PROPN cana-4559 298 32 . . PUNCT cana-4559 299 1 energy energy NOUN cana-4559 299 2 convers conver NOUN cana-4559 299 3 . . PUNCT cana-4559 299 4 , , PUNCT cana-4559 299 5 vol vol NOUN cana-4559 299 6 . . PROPN cana-4559 300 1 19 19 NUM cana-4559 300 2 , , PUNCT cana-4559 300 3 no no INTJ cana-4559 300 4 . . NOUN cana-4559 300 5 4 4 NUM cana-4559 300 6 , , PUNCT cana-4559 300 7 pp pp ADJ cana-4559 300 8 . . PUNCT cana-4559 301 1 783–791 783–791 NUM cana-4559 301 2 , , PUNCT cana-4559 301 3 dec dec PROPN cana-4559 301 4 . . PROPN cana-4559 301 5 2004 2004 NUM cana-4559 301 6 . . PUNCT cana-4559 302 1 communications communication NOUN cana-4559 302 2 on on ADP cana-4559 302 3 applied apply VERB cana-4559 302 4 nonlinear nonlinear ADJ cana-4559 302 5 analysis analysis NOUN cana-4559 302 6 issn issn NOUN cana-4559 302 7 : : PUNCT cana-4559 302 8 1074 1074 NUM cana-4559 302 9 - - PUNCT cana-4559 302 10 133x 133x NUM cana-4559 302 11 vol vol NOUN cana-4559 302 12 32 32 NUM cana-4559 302 13 no no NOUN cana-4559 302 14 . . PUNCT cana-4559 303 1 9s 9s NUM cana-4559 303 2 ( ( PUNCT cana-4559 303 3 2025 2025 NUM cana-4559 303 4 ) ) PUNCT cana-4559 303 5 2557 2557 NUM cana-4559 303 6 https://internationalpubls.com https://internationalpubls.com X cana-4559 304 1 [ [ X cana-4559 304 2 22 22 NUM cana-4559 304 3 ] ] PUNCT cana-4559 304 4 m. m. PROPN cana-4559 304 5 f. f. PROPN cana-4559 304 6 mcgranaghan mcgranaghan PROPN cana-4559 304 7 , , PUNCT cana-4559 304 8 d. d. PROPN cana-4559 304 9 r. r. PROPN cana-4559 304 10 mueller mueller PROPN cana-4559 304 11 , , PUNCT cana-4559 304 12 and and CCONJ cana-4559 304 13 m. m. PROPN cana-4559 304 14 j. j. PROPN cana-4559 304 15 samotyj samotyj PROPN cana-4559 304 16 , , PUNCT cana-4559 304 17 β€œ " PUNCT cana-4559 304 18 voltage voltage NOUN cana-4559 304 19 sags sag NOUN cana-4559 304 20 in in ADP cana-4559 304 21 industrial industrial ADJ cana-4559 304 22 systems system NOUN cana-4559 304 23 , , PUNCT cana-4559 304 24 ” " PUNCT cana-4559 304 25 ieee ieee NOUN cana-4559 304 26 trans tran NOUN cana-4559 304 27 . . PUNCT cana-4559 305 1 ind ind PROPN cana-4559 305 2 . . PUNCT cana-4559 305 3 appl appl PROPN cana-4559 305 4 . . PROPN cana-4559 305 5 , , PUNCT cana-4559 305 6 vol vol NOUN cana-4559 305 7 . . PROPN cana-4559 305 8 29 29 NUM cana-4559 305 9 , , PUNCT cana-4559 305 10 no no INTJ cana-4559 305 11 . . NOUN cana-4559 305 12 2 2 NUM cana-4559 305 13 , , PUNCT cana-4559 305 14 pp pp ADJ cana-4559 305 15 . . PUNCT cana-4559 306 1 397–403 397–403 NUM cana-4559 306 2 , , PUNCT cana-4559 306 3 mar./apr mar./apr PROPN cana-4559 306 4 . . PROPN cana-4559 306 5 1993 1993 NUM cana-4559 306 6 . . PUNCT cana-4559 307 1 [ [ X cana-4559 307 2 23 23 NUM cana-4559 307 3 ] ] X cana-4559 307 4 h. h. PROPN cana-4559 307 5 akagi akagi PROPN cana-4559 307 6 and and CCONJ cana-4559 307 7 h. h. PROPN cana-4559 307 8 fujita fujita PROPN cana-4559 307 9 , , PUNCT cana-4559 307 10 β€œ " PUNCT cana-4559 307 11 a a DET cana-4559 307 12 new new ADJ cana-4559 307 13 power power NOUN cana-4559 307 14 line line NOUN cana-4559 307 15 conditioner conditioner NOUN cana-4559 307 16 for for ADP cana-4559 307 17 harmonic harmonic ADJ cana-4559 307 18 compensation compensation NOUN cana-4559 307 19 in in ADP cana-4559 307 20 power power NOUN cana-4559 307 21 systems system NOUN cana-4559 307 22 , , PUNCT cana-4559 307 23 ” " PUNCT cana-4559 307 24 ieee ieee NOUN cana-4559 307 25 trans trans PROPN cana-4559 307 26 . . PUNCT cana-4559 308 1 power power PROPN cana-4559 308 2 del del PROPN cana-4559 308 3 . . PROPN cana-4559 308 4 , , PUNCT cana-4559 308 5 vol vol NOUN cana-4559 308 6 . . PROPN cana-4559 309 1 10 10 NUM cana-4559 309 2 , , PUNCT cana-4559 309 3 no no INTJ cana-4559 309 4 . . NOUN cana-4559 309 5 3 3 NUM cana-4559 309 6 , , PUNCT cana-4559 309 7 pp pp ADJ cana-4559 309 8 . . PUNCT cana-4559 310 1 1570–1575 1570–1575 NUM cana-4559 310 2 , , PUNCT cana-4559 310 3 jul jul PROPN cana-4559 310 4 . . PROPN cana-4559 310 5 1995 1995 NUM cana-4559 310 6 . . PUNCT cana-4559 311 1 [ [ X cana-4559 311 2 24 24 NUM cana-4559 311 3 ] ] PUNCT cana-4559 311 4 m. m. NOUN cana-4559 311 5 castilla castilla PROPN cana-4559 311 6 , , PUNCT cana-4559 311 7 j. j. PROPN cana-4559 311 8 miret miret PROPN cana-4559 311 9 , , PUNCT cana-4559 311 10 a. a. PROPN cana-4559 311 11 camacho camacho PROPN cana-4559 311 12 , , PUNCT cana-4559 311 13 j. j. PROPN cana-4559 311 14 matas matas PROPN cana-4559 311 15 , , PUNCT cana-4559 311 16 and and CCONJ cana-4559 311 17 l. l. PROPN cana-4559 311 18 g. g. PROPN cana-4559 311 19 de de X cana-4559 311 20 vicuΓ±a vicuΓ±a PROPN cana-4559 311 21 , , PUNCT cana-4559 311 22 β€œ " PUNCT cana-4559 311 23 reduction reduction NOUN cana-4559 311 24 of of ADP cana-4559 311 25 current current ADJ cana-4559 311 26 harmonic harmonic ADJ cana-4559 311 27 distortion distortion NOUN cana-4559 311 28 in in ADP cana-4559 311 29 three three NUM cana-4559 311 30 - - PUNCT cana-4559 311 31 phase phase NOUN cana-4559 311 32 grid grid NOUN cana-4559 311 33 - - PUNCT cana-4559 311 34 connected connect VERB cana-4559 311 35 photovoltaic photovoltaic NOUN cana-4559 311 36 inverters inverter NOUN cana-4559 311 37 using use VERB cana-4559 311 38 resonant resonant ADJ cana-4559 311 39 current current ADJ cana-4559 311 40 control control NOUN cana-4559 311 41 , , PUNCT cana-4559 311 42 ” " PUNCT cana-4559 311 43 ieee ieee NOUN cana-4559 311 44 trans tran NOUN cana-4559 311 45 . . PUNCT cana-4559 312 1 ind ind PROPN cana-4559 312 2 . . PUNCT cana-4559 312 3 electron electron PROPN cana-4559 312 4 . . PUNCT cana-4559 312 5 , , PUNCT cana-4559 312 6 vol vol NOUN cana-4559 312 7 . . PROPN cana-4559 312 8 60 60 NUM cana-4559 312 9 , , PUNCT cana-4559 312 10 no no INTJ cana-4559 312 11 . . NOUN cana-4559 312 12 4 4 NUM cana-4559 312 13 , , PUNCT cana-4559 312 14 pp pp ADJ cana-4559 312 15 . . PUNCT cana-4559 313 1 1464–1472 1464–1472 NUM cana-4559 313 2 , , PUNCT cana-4559 313 3 apr apr PROPN cana-4559 313 4 . . PROPN cana-4559 313 5 2013 2013 NUM cana-4559 313 6 . . PUNCT cana-4559 314 1 [ [ X cana-4559 314 2 25 25 NUM cana-4559 314 3 ] ] X cana-4559 314 4 d. d. PROPN cana-4559 314 5 chen chen PROPN cana-4559 314 6 , , PUNCT cana-4559 314 7 s. s. PROPN cana-4559 314 8 xie xie PROPN cana-4559 314 9 , , PUNCT cana-4559 314 10 and and CCONJ cana-4559 314 11 x. x. NOUN cana-4559 314 12 zhang zhang PROPN cana-4559 314 13 , , PUNCT cana-4559 314 14 β€œ " PUNCT cana-4559 314 15 research research NOUN cana-4559 314 16 on on ADP cana-4559 314 17 a a DET cana-4559 314 18 new new ADJ cana-4559 314 19 voltage voltage NOUN cana-4559 314 20 stability stability NOUN cana-4559 314 21 evaluation evaluation NOUN cana-4559 314 22 method method NOUN cana-4559 314 23 for for ADP cana-4559 314 24 distribution distribution NOUN cana-4559 314 25 system system NOUN cana-4559 314 26 , , PUNCT cana-4559 314 27 ” " PUNCT cana-4559 314 28 ieee ieee NOUN cana-4559 314 29 trans trans PROPN cana-4559 314 30 . . PUNCT cana-4559 315 1 power power NOUN cana-4559 315 2 syst syst PROPN cana-4559 315 3 . . PUNCT cana-4559 315 4 , , PUNCT cana-4559 315 5 vol vol NOUN cana-4559 315 6 . . PROPN cana-4559 316 1 19 19 NUM cana-4559 316 2 , , PUNCT cana-4559 316 3 no no INTJ cana-4559 316 4 . . NOUN cana-4559 316 5 4 4 NUM cana-4559 316 6 , , PUNCT cana-4559 316 7 pp pp ADJ cana-4559 316 8 . . PUNCT cana-4559 317 1 1811–1819 1811–1819 NUM cana-4559 317 2 , , PUNCT cana-4559 317 3 nov nov PROPN cana-4559 317 4 . . PROPN cana-4559 317 5 2004 2004 NUM cana-4559 317 6 . . PUNCT cana-4559 318 1 [ [ X cana-4559 318 2 26 26 NUM cana-4559 318 3 ] ] PUNCT cana-4559 318 4 a. a. NOUN cana-4559 318 5 timbus timbus PROPN cana-4559 318 6 , , PUNCT cana-4559 318 7 m. m. NOUN cana-4559 318 8 liserre liserre PROPN cana-4559 318 9 , , PUNCT cana-4559 318 10 r. r. PROPN cana-4559 318 11 teodorescu teodorescu PROPN cana-4559 318 12 , , PUNCT cana-4559 318 13 and and CCONJ cana-4559 318 14 f. f. PROPN cana-4559 318 15 blaabjerg blaabjerg PROPN cana-4559 318 16 , , PUNCT cana-4559 318 17 β€œ " PUNCT cana-4559 318 18 synchronization synchronization NOUN cana-4559 318 19 methods method NOUN cana-4559 318 20 for for ADP cana-4559 318 21 grid grid NOUN cana-4559 318 22 - - PUNCT cana-4559 318 23 connected connect VERB cana-4559 318 24 pv pv NOUN cana-4559 318 25 systems system NOUN cana-4559 318 26 β€” β€” PUNCT cana-4559 318 27 an an DET cana-4559 318 28 overview overview NOUN cana-4559 318 29 and and CCONJ cana-4559 318 30 evaluation evaluation NOUN cana-4559 318 31 , , PUNCT cana-4559 318 32 ” " PUNCT cana-4559 318 33 in in ADP cana-4559 318 34 proc proc NOUN cana-4559 318 35 . . PUNCT cana-4559 319 1 ieee ieee NOUN cana-4559 319 2 pesc pesc PROPN cana-4559 319 3 , , PUNCT cana-4559 319 4 2005 2005 NUM cana-4559 319 5 , , PUNCT cana-4559 319 6 pp pp ADV cana-4559 319 7 . . PUNCT cana-4559 319 8 2474–2480 2474–2480 NUM cana-4559 319 9 . . PUNCT cana-4559 320 1 [ [ X cana-4559 320 2 27 27 NUM cana-4559 320 3 ] ] PUNCT cana-4559 320 4 k. k. PROPN cana-4559 320 5 tan tan PROPN cana-4559 320 6 and and CCONJ cana-4559 320 7 s. s. PROPN cana-4559 320 8 islam islam PROPN cana-4559 320 9 , , PUNCT cana-4559 320 10 β€œ " PUNCT cana-4559 320 11 optimum optimum ADJ cana-4559 320 12 control control NOUN cana-4559 320 13 strategies strategy NOUN cana-4559 320 14 in in ADP cana-4559 320 15 energy energy NOUN cana-4559 320 16 conversion conversion NOUN cana-4559 320 17 of of ADP cana-4559 320 18 pmsg pmsg NOUN cana-4559 320 19 wind wind NOUN cana-4559 320 20 turbine turbine NOUN cana-4559 320 21 system system NOUN cana-4559 320 22 without without ADP cana-4559 320 23 mechanical mechanical ADJ cana-4559 320 24 sensors sensor NOUN cana-4559 320 25 , , PUNCT cana-4559 320 26 ” " PUNCT cana-4559 320 27 ieee ieee NOUN cana-4559 320 28 trans trans PROPN cana-4559 320 29 . . PUNCT cana-4559 321 1 energy energy NOUN cana-4559 321 2 convers conver NOUN cana-4559 321 3 . . PUNCT cana-4559 321 4 , , PUNCT cana-4559 321 5 vol vol NOUN cana-4559 321 6 . . PROPN cana-4559 322 1 19 19 NUM cana-4559 322 2 , , PUNCT cana-4559 322 3 no no INTJ cana-4559 322 4 . . NOUN cana-4559 322 5 2 2 NUM cana-4559 322 6 , , PUNCT cana-4559 322 7 pp pp ADJ cana-4559 322 8 . . PUNCT cana-4559 323 1 392–399 392–399 NUM cana-4559 323 2 , , PUNCT cana-4559 323 3 jun jun PROPN cana-4559 323 4 . . PROPN cana-4559 323 5 2004 2004 NUM cana-4559 323 6 . . PUNCT cana-4559 324 1 [ [ X cana-4559 324 2 28 28 NUM cana-4559 324 3 ] ] X cana-4559 324 4 r. r. PROPN cana-4559 324 5 s. s. PROPN cana-4559 324 6 al al PROPN cana-4559 324 7 wahabi wahabi PROPN cana-4559 324 8 , , PUNCT cana-4559 324 9 m. m. PROPN cana-4559 324 10 khalid khalid PROPN cana-4559 324 11 , , PUNCT cana-4559 324 12 and and CCONJ cana-4559 324 13 a. a. NOUN cana-4559 324 14 a. a. PROPN cana-4559 324 15 mamun mamun PROPN cana-4559 324 16 , , PUNCT cana-4559 324 17 β€œ " PUNCT cana-4559 324 18 a a DET cana-4559 324 19 robust robust ADJ cana-4559 324 20 power power NOUN cana-4559 324 21 quality quality NOUN cana-4559 324 22 monitoring monitoring NOUN cana-4559 324 23 system system NOUN cana-4559 324 24 for for ADP cana-4559 324 25 microgrids microgrid NOUN cana-4559 324 26 , , PUNCT cana-4559 324 27 ” " PUNCT cana-4559 324 28 ieee ieee NOUN cana-4559 324 29 access access NOUN cana-4559 324 30 , , PUNCT cana-4559 324 31 vol vol NOUN cana-4559 324 32 . . PROPN cana-4559 324 33 7 7 NUM cana-4559 324 34 , , PUNCT cana-4559 324 35 pp pp ADJ cana-4559 324 36 . . PUNCT cana-4559 325 1 30966–30975 30966–30975 NUM cana-4559 325 2 , , PUNCT cana-4559 325 3 2019 2019 NUM cana-4559 325 4 . . PUNCT cana-4559 326 1 [ [ X cana-4559 326 2 29 29 NUM cana-4559 326 3 ] ] X cana-4559 326 4 f. f. PROPN cana-4559 326 5 blaabjerg blaabjerg PROPN cana-4559 326 6 , , PUNCT cana-4559 326 7 r. r. PROPN cana-4559 326 8 teodorescu teodorescu PROPN cana-4559 326 9 , , PUNCT cana-4559 326 10 m. m. NOUN cana-4559 326 11 liserre liserre PROPN cana-4559 326 12 , , PUNCT cana-4559 326 13 and and CCONJ cana-4559 326 14 a. a. NOUN cana-4559 326 15 timbus timbus PROPN cana-4559 326 16 , , PUNCT cana-4559 326 17 β€œ " PUNCT cana-4559 326 18 overview overview NOUN cana-4559 326 19 of of ADP cana-4559 326 20 control control NOUN cana-4559 326 21 and and CCONJ cana-4559 326 22 grid grid NOUN cana-4559 326 23 synchronization synchronization NOUN cana-4559 326 24 for for ADP cana-4559 326 25 distributed distribute VERB cana-4559 326 26 power power NOUN cana-4559 326 27 generation generation NOUN cana-4559 326 28 systems system NOUN cana-4559 326 29 , , PUNCT cana-4559 326 30 ” " PUNCT cana-4559 326 31 ieee ieee NOUN cana-4559 326 32 trans tran NOUN cana-4559 326 33 . . PUNCT cana-4559 327 1 ind ind PROPN cana-4559 327 2 . . PUNCT cana-4559 327 3 electron electron PROPN cana-4559 327 4 . . PUNCT cana-4559 327 5 , , PUNCT cana-4559 327 6 vol vol NOUN cana-4559 327 7 . . PROPN cana-4559 328 1 53 53 NUM cana-4559 328 2 , , PUNCT cana-4559 328 3 no no INTJ cana-4559 328 4 . . NOUN cana-4559 328 5 5 5 NUM cana-4559 328 6 , , PUNCT cana-4559 328 7 pp pp ADJ cana-4559 328 8 . . PUNCT cana-4559 328 9 1398–1409 1398–1409 NUM cana-4559 328 10 , , PUNCT cana-4559 328 11 oct oct PROPN cana-4559 328 12 . . PROPN cana-4559 328 13 2006 2006 NUM cana-4559 328 14 . . PUNCT cana-4559 329 1 [ [ X cana-4559 329 2 30 30 NUM cana-4559 329 3 ] ] X cana-4559 329 4 h. h. PROPN cana-4559 329 5 patel patel PROPN cana-4559 329 6 and and CCONJ cana-4559 329 7 v. v. ADP cana-4559 329 8 agarwal agarwal PROPN cana-4559 329 9 , , PUNCT cana-4559 329 10 β€œ " PUNCT cana-4559 329 11 mppt mppt NOUN cana-4559 329 12 scheme scheme NOUN cana-4559 329 13 for for ADP cana-4559 329 14 a a DET cana-4559 329 15 pv pv NOUN cana-4559 329 16 - - PUNCT cana-4559 329 17 fed feed VERB cana-4559 329 18 single single ADJ cana-4559 329 19 - - PUNCT cana-4559 329 20 phase phase NOUN cana-4559 329 21 single single ADJ cana-4559 329 22 - - PUNCT cana-4559 329 23 stage stage NOUN cana-4559 329 24 grid grid NOUN cana-4559 329 25 - - PUNCT cana-4559 329 26 connected connect VERB cana-4559 329 27 inverter inverter NOUN cana-4559 329 28 operating operate VERB cana-4559 329 29 in in ADP cana-4559 329 30 ccm ccm NOUN cana-4559 329 31 with with ADP cana-4559 329 32 only only ADV cana-4559 329 33 one one NUM cana-4559 329 34 current current ADJ cana-4559 329 35 sensor sensor NOUN cana-4559 329 36 , , PUNCT cana-4559 329 37 ” " PUNCT cana-4559 329 38 ieee ieee NOUN cana-4559 329 39 trans trans PROPN cana-4559 329 40 . . PUNCT cana-4559 330 1 energy energy NOUN cana-4559 330 2 convers conver NOUN cana-4559 330 3 . . PUNCT cana-4559 330 4 , , PUNCT cana-4559 330 5 vol vol NOUN cana-4559 330 6 . . PROPN cana-4559 331 1 24 24 NUM cana-4559 331 2 , , PUNCT cana-4559 331 3 no no INTJ cana-4559 331 4 . . NOUN cana-4559 331 5 1 1 NUM cana-4559 331 6 , , PUNCT cana-4559 331 7 pp pp ADJ cana-4559 331 8 . . PUNCT cana-4559 332 1 256 256 NUM cana-4559 332 2 – – PUNCT cana-4559 332 3 263 263 NUM cana-4559 332 4 , , PUNCT cana-4559 332 5 mar mar PROPN cana-4559 332 6 . . PROPN cana-4559 332 7 2009 2009 NUM cana-4559 332 8 . . PUNCT cana-4559 333 1 [ [ X cana-4559 333 2 31 31 NUM cana-4559 333 3 ] ] PUNCT cana-4559 333 4 t. t. PROPN cana-4559 333 5 kerekes kerekes PROPN cana-4559 333 6 , , PUNCT cana-4559 333 7 r. r. PROPN cana-4559 333 8 teodorescu teodorescu PROPN cana-4559 333 9 , , PUNCT cana-4559 333 10 p. p. NOUN cana-4559 333 11 rodrΓ­guez rodrΓ­guez PROPN cana-4559 333 12 , , PUNCT cana-4559 333 13 g. g. PROPN cana-4559 333 14 vΓ‘zquez vΓ‘zquez PROPN cana-4559 333 15 , , PUNCT cana-4559 333 16 and and CCONJ cana-4559 333 17 e. e. PROPN cana-4559 333 18 aldabas aldabas PROPN cana-4559 333 19 , , PUNCT cana-4559 333 20 β€œ " PUNCT cana-4559 333 21 a a DET cana-4559 333 22 new new ADJ cana-4559 333 23 high high ADJ cana-4559 333 24 - - PUNCT cana-4559 333 25 efficiency efficiency NOUN cana-4559 333 26 singlephase singlephase NOUN cana-4559 333 27 transformerless transformerless PROPN cana-4559 333 28 pv pv PROPN cana-4559 333 29 inverter inverter NOUN cana-4559 333 30 topology topology NOUN cana-4559 333 31 , , PUNCT cana-4559 333 32 ” " PUNCT cana-4559 333 33 ieee ieee NOUN cana-4559 333 34 trans tran NOUN cana-4559 333 35 . . PUNCT cana-4559 334 1 ind ind PROPN cana-4559 334 2 . . PUNCT cana-4559 334 3 electron electron PROPN cana-4559 334 4 . . PUNCT cana-4559 334 5 , , PUNCT cana-4559 334 6 vol vol NOUN cana-4559 334 7 . . PROPN cana-4559 335 1 58 58 NUM cana-4559 335 2 , , PUNCT cana-4559 335 3 no no INTJ cana-4559 335 4 . . NOUN cana-4559 335 5 1 1 NUM cana-4559 335 6 , , PUNCT cana-4559 335 7 pp pp ADJ cana-4559 335 8 . . PUNCT cana-4559 336 1 184–191 184–191 NUM cana-4559 336 2 , , PUNCT cana-4559 336 3 jan jan PROPN cana-4559 336 4 . . PROPN cana-4559 336 5 2011 2011 NUM cana-4559 336 6 . . PUNCT