id	sid	tid	token	lemma	pos
easat-3030	1	1	edelweiss	edelweiss	PROPN
easat-3030	1	2	applied	apply	VERB
easat-3030	1	3	science	science	NOUN
easat-3030	1	4	and	and	CCONJ
easat-3030	1	5	technology	technology	NOUN
easat-3030	1	6	issn	issn	PROPN
easat-3030	1	7	:	:	PUNCT
easat-3030	1	8	2576	2576	NUM
easat-3030	1	9	-	-	SYM
easat-3030	1	10	8484	8484	NUM
easat-3030	1	11	vol	vol	NOUN
easat-3030	1	12	.	.	PROPN
easat-3030	1	13	8	8	NUM
easat-3030	1	14	,	,	PUNCT
easat-3030	1	15	no	no	INTJ
easat-3030	1	16	.	.	NOUN
easat-3030	1	17	6	6	NUM
easat-3030	1	18	,	,	PUNCT
easat-3030	1	19	4790	4790	NUM
easat-3030	1	20	-	-	SYM
easat-3030	1	21	4800	4800	NUM
easat-3030	1	22	2024	2024	NUM
easat-3030	1	23	publisher	publisher	NOUN
easat-3030	1	24	:	:	PUNCT
easat-3030	1	25	learning	learn	VERB
easat-3030	1	26	gate	gate	NOUN
easat-3030	1	27	doi	doi	PROPN
easat-3030	1	28	:	:	PUNCT
easat-3030	1	29	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	1	30	©	©	ADP
easat-3030	1	31	2024	2024	NUM
easat-3030	1	32	by	by	ADP
easat-3030	1	33	the	the	DET
easat-3030	1	34	authors	author	NOUN
easat-3030	1	35	;	;	PUNCT
easat-3030	1	36	licensee	licensee	PROPN
easat-3030	1	37	learning	learning	NOUN
easat-3030	1	38	gate	gate	NOUN
easat-3030	1	39	©	©	PROPN
easat-3030	1	40	2024	2024	NUM
easat-3030	1	41	by	by	ADP
easat-3030	1	42	the	the	DET
easat-3030	1	43	authors	author	NOUN
easat-3030	1	44	;	;	PUNCT
easat-3030	1	45	licensee	licensee	PROPN
easat-3030	1	46	learning	learn	VERB
easat-3030	1	47	gate	gate	NOUN
easat-3030	1	48	*	*	PUNCT
easat-3030	1	49	correspondence	correspondence	NOUN
easat-3030	1	50	:	:	PUNCT
easat-3030	1	51	ttku@nkust.edu.tw	ttku@nkust.edu.tw	PROPN
easat-3030	1	52	real	real	ADJ
easat-3030	1	53	-	-	PUNCT
easat-3030	1	54	time	time	NOUN
easat-3030	1	55	data	datum	NOUN
easat-3030	1	56	exchange	exchange	NOUN
easat-3030	1	57	using	use	VERB
easat-3030	1	58	web	web	NOUN
easat-3030	1	59	service	service	NOUN
easat-3030	1	60	with	with	ADP
easat-3030	1	61	cim	cim	NOUN
easat-3030	1	62	for	for	ADP
easat-3030	1	63	aging	age	VERB
easat-3030	1	64	estimation	estimation	NOUN
easat-3030	1	65	of	of	ADP
easat-3030	1	66	distribution	distribution	NOUN
easat-3030	1	67	transformers	transformer	NOUN
easat-3030	1	68	te	te	PROPN
easat-3030	1	69	-	-	PUNCT
easat-3030	1	70	tien	tien	NOUN
easat-3030	1	71	ku1	ku1	PROPN
easat-3030	1	72	,	,	PUNCT
easat-3030	1	73	chia	chia	NOUN
easat-3030	1	74	-	-	PUNCT
easat-3030	1	75	hung	hung	ADJ
easat-3030	1	76	lin1	lin1	PROPN
easat-3030	1	77	*	*	PROPN
easat-3030	1	78	,	,	PUNCT
easat-3030	1	79	chao	chao	PROPN
easat-3030	1	80	-	-	PUNCT
easat-3030	1	81	shun	shun	PROPN
easat-3030	1	82	chen2	chen2	PROPN
easat-3030	1	83	,	,	PUNCT
easat-3030	1	84	kun	kun	PROPN
easat-3030	1	85	-	-	PUNCT
easat-3030	1	86	lin	lin	PROPN
easat-3030	1	87	tsai1	tsai1	PROPN
easat-3030	1	88	,	,	PUNCT
easat-3030	1	89	tong	tong	PROPN
easat-3030	1	90	-	-	PUNCT
easat-3030	1	91	yu	yu	PROPN
easat-3030	1	92	zhang1	zhang1	PROPN
easat-3030	1	93	,	,	PUNCT
easat-3030	1	94	yih	yih	NOUN
easat-3030	1	95	-	-	PUNCT
easat-3030	1	96	der	der	ADJ
easat-3030	1	97	lee3	lee3	PROPN
easat-3030	1	98	,	,	PUNCT
easat-3030	1	99	chin	chin	PROPN
easat-3030	1	100	-	-	PUNCT
easat-3030	1	101	chan	chan	PROPN
easat-3030	1	102	cheng3	cheng3	PROPN
easat-3030	1	103	,	,	PUNCT
easat-3030	1	104	zi	zi	PROPN
easat-3030	1	105	-	-	PROPN
easat-3030	1	106	chun	chun	PROPN
easat-3030	1	107	lin3	lin3	PROPN
easat-3030	1	108	1department	1department	NUM
easat-3030	1	109	of	of	ADP
easat-3030	1	110	electrical	electrical	ADJ
easat-3030	1	111	engineering	engineering	NOUN
easat-3030	1	112	,	,	PUNCT
easat-3030	1	113	national	national	PROPN
easat-3030	1	114	kaohsiung	kaohsiung	PROPN
easat-3030	1	115	university	university	PROPN
easat-3030	1	116	of	of	ADP
easat-3030	1	117	science	science	NOUN
easat-3030	1	118	and	and	CCONJ
easat-3030	1	119	technology	technology	NOUN
easat-3030	1	120	,	,	PUNCT
easat-3030	1	121	kaohsiung	kaohsiung	PROPN
easat-3030	1	122	,	,	PUNCT
easat-3030	1	123	807618	807618	NUM
easat-3030	1	124	,	,	PUNCT
easat-3030	1	125	taiwan	taiwan	PROPN
easat-3030	1	126	;	;	PUNCT
easat-3030	1	127	ttku@nkust.edu.tw	ttku@nkust.edu.tw	NOUN
easat-3030	1	128	(	(	PUNCT
easat-3030	1	129	t.t.k	t.t.k	ADP
easat-3030	1	130	.	.	PUNCT
easat-3030	1	131	)	)	PUNCT
easat-3030	1	132	;	;	PUNCT
easat-3030	1	133	chlin@nkust.edu.tw	chlin@nkust.edu.tw	NOUN
easat-3030	1	134	(	(	PUNCT
easat-3030	1	135	c.h.l	c.h.l	NOUN
easat-3030	1	136	.	.	PUNCT
easat-3030	1	137	)	)	PUNCT
easat-3030	1	138	.	.	PUNCT
easat-3030	2	1	2department	2department	NUM
easat-3030	2	2	of	of	ADP
easat-3030	2	3	electrical	electrical	ADJ
easat-3030	2	4	engineering	engineering	NOUN
easat-3030	2	5	,	,	PUNCT
easat-3030	2	6	i	i	PROPN
easat-3030	2	7	-	-	PUNCT
easat-3030	2	8	shou	shou	PROPN
easat-3030	2	9	university	university	PROPN
easat-3030	2	10	,	,	PUNCT
easat-3030	2	11	kaohsiung	kaohsiung	PROPN
easat-3030	2	12	,	,	PUNCT
easat-3030	2	13	84001	84001	NUM
easat-3030	2	14	,	,	PUNCT
easat-3030	2	15	taiwan	taiwan	PROPN
easat-3030	2	16	;	;	PUNCT
easat-3030	2	17	cschen@mail.ee.nsysu.edu.tw	cschen@mail.ee.nsysu.edu.tw	NOUN
easat-3030	2	18	(	(	PUNCT
easat-3030	2	19	c.s.h	c.s.h	ADJ
easat-3030	2	20	.	.	PUNCT
easat-3030	2	21	)	)	PUNCT
easat-3030	2	22	.	.	PUNCT
easat-3030	3	1	3national	3national	NUM
easat-3030	3	2	atomic	atomic	ADJ
easat-3030	3	3	research	research	PROPN
easat-3030	3	4	institute	institute	PROPN
easat-3030	3	5	,	,	PUNCT
easat-3030	3	6	taoyuan	taoyuan	PROPN
easat-3030	3	7	,	,	PUNCT
easat-3030	3	8	325207	325207	NUM
easat-3030	3	9	,	,	PUNCT
easat-3030	3	10	taiwan	taiwan	PROPN
easat-3030	3	11	.	.	PUNCT
easat-3030	4	1	abstract	abstract	PROPN
easat-3030	4	2	:	:	PUNCT
easat-3030	4	3	this	this	DET
easat-3030	4	4	paper	paper	NOUN
easat-3030	4	5	applies	apply	VERB
easat-3030	4	6	web	web	NOUN
easat-3030	4	7	services	service	NOUN
easat-3030	4	8	using	use	VERB
easat-3030	4	9	the	the	DET
easat-3030	4	10	common	common	ADJ
easat-3030	4	11	information	information	NOUN
easat-3030	4	12	model	model	NOUN
easat-3030	4	13	(	(	PUNCT
easat-3030	4	14	cim	cim	PROPN
easat-3030	4	15	)	)	PUNCT
easat-3030	4	16	to	to	PART
easat-3030	4	17	exchange	exchange	VERB
easat-3030	4	18	measurement	measurement	NOUN
easat-3030	4	19	data	datum	NOUN
easat-3030	4	20	from	from	ADP
easat-3030	4	21	the	the	DET
easat-3030	4	22	transformer	transformer	NOUN
easat-3030	4	23	terminal	terminal	ADJ
easat-3030	4	24	unit	unit	NOUN
easat-3030	4	25	(	(	PUNCT
easat-3030	4	26	ttu	ttu	PROPN
easat-3030	4	27	)	)	PUNCT
easat-3030	4	28	to	to	ADP
easat-3030	4	29	the	the	DET
easat-3030	4	30	distribution	distribution	NOUN
easat-3030	4	31	management	management	NOUN
easat-3030	4	32	system	system	NOUN
easat-3030	4	33	(	(	PUNCT
easat-3030	4	34	adms	adm	NOUN
easat-3030	4	35	)	)	PUNCT
easat-3030	4	36	for	for	ADP
easat-3030	4	37	the	the	DET
easat-3030	4	38	aging	age	VERB
easat-3030	4	39	estimation	estimation	NOUN
easat-3030	4	40	of	of	ADP
easat-3030	4	41	distribution	distribution	NOUN
easat-3030	4	42	transformers	transformer	NOUN
easat-3030	4	43	.	.	PUNCT
easat-3030	5	1	an	an	DET
easat-3030	5	2	application	application	NOUN
easat-3030	5	3	programming	programming	NOUN
easat-3030	5	4	interface	interface	NOUN
easat-3030	5	5	(	(	PUNCT
easat-3030	5	6	api	api	NOUN
easat-3030	5	7	)	)	PUNCT
easat-3030	5	8	is	be	AUX
easat-3030	5	9	designed	design	VERB
easat-3030	5	10	by	by	ADP
easat-3030	5	11	using	use	VERB
easat-3030	5	12	web	web	NOUN
easat-3030	5	13	services	service	NOUN
easat-3030	5	14	such	such	ADJ
easat-3030	5	15	as	as	ADP
easat-3030	5	16	simple	simple	ADJ
easat-3030	5	17	object	object	NOUN
easat-3030	5	18	access	access	NOUN
easat-3030	5	19	protocol	protocol	NOUN
easat-3030	5	20	(	(	PUNCT
easat-3030	5	21	soap	soap	NOUN
easat-3030	5	22	)	)	PUNCT
easat-3030	5	23	and	and	CCONJ
easat-3030	5	24	representational	representational	ADJ
easat-3030	5	25	state	state	NOUN
easat-3030	5	26	transfer	transfer	NOUN
easat-3030	5	27	(	(	PUNCT
easat-3030	5	28	restful	restful	ADJ
easat-3030	5	29	)	)	PUNCT
easat-3030	5	30	for	for	ADP
easat-3030	5	31	ttu	ttu	PROPN
easat-3030	5	32	measurement	measurement	PROPN
easat-3030	5	33	data	data	PROPN
easat-3030	5	34	exchange	exchange	PROPN
easat-3030	5	35	.	.	PUNCT
easat-3030	6	1	the	the	DET
easat-3030	6	2	structured	structured	ADJ
easat-3030	6	3	query	query	NOUN
easat-3030	6	4	language	language	NOUN
easat-3030	6	5	(	(	PUNCT
easat-3030	6	6	sql	sql	NOUN
easat-3030	6	7	)	)	PUNCT
easat-3030	6	8	and	and	CCONJ
easat-3030	6	9	the	the	DET
easat-3030	6	10	not	not	PART
easat-3030	6	11	only	only	ADV
easat-3030	6	12	sql	sql	NOUN
easat-3030	6	13	(	(	PUNCT
easat-3030	6	14	nosql	nosql	ADJ
easat-3030	6	15	)	)	PUNCT
easat-3030	6	16	databases	database	NOUN
easat-3030	6	17	are	be	AUX
easat-3030	6	18	used	use	VERB
easat-3030	6	19	to	to	PART
easat-3030	6	20	store	store	VERB
easat-3030	6	21	historical	historical	ADJ
easat-3030	6	22	ttu	ttu	PROPN
easat-3030	6	23	data	datum	NOUN
easat-3030	6	24	for	for	ADP
easat-3030	6	25	neural	neural	ADJ
easat-3030	6	26	network	network	NOUN
easat-3030	6	27	(	(	PUNCT
easat-3030	6	28	nn	nn	NOUN
easat-3030	6	29	)	)	PUNCT
easat-3030	6	30	model	model	NOUN
easat-3030	6	31	training	training	NOUN
easat-3030	6	32	.	.	PUNCT
easat-3030	7	1	an	an	DET
easat-3030	7	2	optimization	optimization	NOUN
easat-3030	7	3	architecture	architecture	NOUN
easat-3030	7	4	of	of	ADP
easat-3030	7	5	web	web	NOUN
easat-3030	7	6	service	service	NOUN
easat-3030	7	7	with	with	ADP
easat-3030	7	8	the	the	DET
easat-3030	7	9	database	database	NOUN
easat-3030	7	10	is	be	AUX
easat-3030	7	11	proposed	propose	VERB
easat-3030	7	12	to	to	PART
easat-3030	7	13	increase	increase	VERB
easat-3030	7	14	data	datum	NOUN
easat-3030	7	15	exchange	exchange	NOUN
easat-3030	7	16	performance	performance	NOUN
easat-3030	7	17	.	.	PUNCT
easat-3030	8	1	the	the	DET
easat-3030	8	2	exchanged	exchange	VERB
easat-3030	8	3	real	real	ADJ
easat-3030	8	4	-	-	PUNCT
easat-3030	8	5	time	time	NOUN
easat-3030	8	6	ttu	ttu	PROPN
easat-3030	8	7	data	data	PROPN
easat-3030	8	8	is	be	AUX
easat-3030	8	9	input	input	VERB
easat-3030	8	10	into	into	ADP
easat-3030	8	11	a	a	DET
easat-3030	8	12	trained	train	VERB
easat-3030	8	13	nn	nn	PROPN
easat-3030	8	14	model	model	NOUN
easat-3030	8	15	that	that	PRON
easat-3030	8	16	can	can	AUX
easat-3030	8	17	provide	provide	VERB
easat-3030	8	18	a	a	DET
easat-3030	8	19	reference	reference	NOUN
easat-3030	8	20	aging	age	VERB
easat-3030	8	21	factor	factor	NOUN
easat-3030	8	22	for	for	ADP
easat-3030	8	23	the	the	DET
easat-3030	8	24	utility	utility	NOUN
easat-3030	8	25	crew	crew	NOUN
easat-3030	8	26	to	to	PART
easat-3030	8	27	balance	balance	VERB
easat-3030	8	28	distribution	distribution	NOUN
easat-3030	8	29	transformer	transformer	NOUN
easat-3030	8	30	loading	loading	NOUN
easat-3030	8	31	.	.	PUNCT
easat-3030	9	1	finally	finally	ADV
easat-3030	9	2	,	,	PUNCT
easat-3030	9	3	the	the	DET
easat-3030	9	4	graphic	graphic	ADJ
easat-3030	9	5	user	user	NOUN
easat-3030	9	6	interface	interface	PROPN
easat-3030	9	7	(	(	PUNCT
easat-3030	9	8	gui	gui	NOUN
easat-3030	9	9	)	)	PUNCT
easat-3030	9	10	is	be	AUX
easat-3030	9	11	designed	design	VERB
easat-3030	9	12	in	in	ADP
easat-3030	9	13	this	this	DET
easat-3030	9	14	paper	paper	NOUN
easat-3030	9	15	to	to	PART
easat-3030	9	16	display	display	VERB
easat-3030	9	17	realtime	realtime	NOUN
easat-3030	9	18	information	information	NOUN
easat-3030	9	19	and	and	CCONJ
easat-3030	9	20	achieve	achieve	VERB
easat-3030	9	21	asset	asset	NOUN
easat-3030	9	22	management	management	NOUN
easat-3030	9	23	of	of	ADP
easat-3030	9	24	distribution	distribution	NOUN
easat-3030	9	25	transformers	transformer	NOUN
easat-3030	9	26	.	.	PUNCT
easat-3030	10	1	keywords	keyword	NOUN
easat-3030	10	2	:	:	PUNCT
easat-3030	10	3	aging	age	VERB
easat-3030	10	4	estimation	estimation	NOUN
easat-3030	10	5	,	,	PUNCT
easat-3030	10	6	common	common	ADJ
easat-3030	10	7	information	information	NOUN
easat-3030	10	8	model	model	NOUN
easat-3030	10	9	,	,	PUNCT
easat-3030	10	10	data	datum	NOUN
easat-3030	10	11	exchange	exchange	NOUN
easat-3030	10	12	,	,	PUNCT
easat-3030	10	13	web	web	NOUN
easat-3030	10	14	service	service	NOUN
easat-3030	10	15	.	.	PUNCT
easat-3030	11	1	1	1	X
easat-3030	11	2	.	.	X
easat-3030	11	3	introduction	introduction	NOUN
easat-3030	11	4	the	the	DET
easat-3030	11	5	taiwan	taiwan	PROPN
easat-3030	11	6	power	power	NOUN
easat-3030	11	7	company	company	PROPN
easat-3030	11	8	(	(	PUNCT
easat-3030	11	9	taipower	taipower	NOUN
easat-3030	11	10	)	)	PUNCT
easat-3030	11	11	has	have	AUX
easat-3030	11	12	constructed	construct	VERB
easat-3030	11	13	multiple	multiple	ADJ
easat-3030	11	14	management	management	NOUN
easat-3030	11	15	systems	system	NOUN
easat-3030	11	16	that	that	PRON
easat-3030	11	17	can	can	AUX
easat-3030	11	18	execute	execute	VERB
easat-3030	11	19	corresponding	corresponding	ADJ
easat-3030	11	20	workflows	workflow	NOUN
easat-3030	11	21	for	for	ADP
easat-3030	11	22	distribution	distribution	NOUN
easat-3030	11	23	systems	system	NOUN
easat-3030	11	24	.	.	PUNCT
easat-3030	12	1	the	the	DET
easat-3030	12	2	existing	exist	VERB
easat-3030	12	3	management	management	NOUN
easat-3030	12	4	systems	system	NOUN
easat-3030	12	5	are	be	AUX
easat-3030	12	6	not	not	PART
easat-3030	12	7	integrated	integrate	VERB
easat-3030	12	8	,	,	PUNCT
easat-3030	12	9	and	and	CCONJ
easat-3030	12	10	exchanging	exchange	VERB
easat-3030	12	11	data	datum	NOUN
easat-3030	12	12	is	be	AUX
easat-3030	12	13	difficult	difficult	ADJ
easat-3030	12	14	.	.	PUNCT
easat-3030	13	1	therefore	therefore	ADV
easat-3030	13	2	,	,	PUNCT
easat-3030	13	3	taipower	taipower	PROPN
easat-3030	13	4	has	have	AUX
easat-3030	13	5	begun	begin	VERB
easat-3030	13	6	developing	develop	VERB
easat-3030	13	7	an	an	DET
easat-3030	13	8	adms	adms	NOUN
easat-3030	13	9	to	to	PART
easat-3030	13	10	integrate	integrate	VERB
easat-3030	13	11	different	different	ADJ
easat-3030	13	12	systems	system	NOUN
easat-3030	13	13	and	and	CCONJ
easat-3030	13	14	assist	assist	VERB
easat-3030	13	15	staff	staff	NOUN
easat-3030	13	16	in	in	ADP
easat-3030	13	17	operating	operate	VERB
easat-3030	13	18	and	and	CCONJ
easat-3030	13	19	maintaining	maintain	VERB
easat-3030	13	20	the	the	DET
easat-3030	13	21	distribution	distribution	NOUN
easat-3030	13	22	systems	system	NOUN
easat-3030	13	23	.	.	PUNCT
easat-3030	14	1	the	the	DET
easat-3030	14	2	adms	adm	NOUN
easat-3030	14	3	can	can	AUX
easat-3030	14	4	further	far	ADV
easat-3030	14	5	improve	improve	VERB
easat-3030	14	6	distribution	distribution	NOUN
easat-3030	14	7	systems	system	NOUN
easat-3030	14	8	'	'	PART
easat-3030	14	9	operating	operating	NOUN
easat-3030	14	10	efficiency	efficiency	NOUN
easat-3030	14	11	and	and	CCONJ
easat-3030	14	12	power	power	NOUN
easat-3030	14	13	quality	quality	NOUN
easat-3030	14	14	,	,	PUNCT
easat-3030	14	15	so	so	SCONJ
easat-3030	14	16	data	datum	NOUN
easat-3030	14	17	exchange	exchange	NOUN
easat-3030	14	18	is	be	AUX
easat-3030	14	19	vital	vital	ADJ
easat-3030	14	20	to	to	PART
easat-3030	14	21	ensure	ensure	VERB
easat-3030	14	22	that	that	SCONJ
easat-3030	14	23	admss	admss	NOUN
easat-3030	14	24	function	function	NOUN
easat-3030	14	25	normally	normally	ADV
easat-3030	14	26	.	.	PUNCT
easat-3030	15	1	to	to	PART
easat-3030	15	2	reduce	reduce	VERB
easat-3030	15	3	the	the	DET
easat-3030	15	4	complexity	complexity	NOUN
easat-3030	15	5	of	of	ADP
easat-3030	15	6	data	datum	NOUN
easat-3030	15	7	exchange	exchange	NOUN
easat-3030	15	8	,	,	PUNCT
easat-3030	15	9	the	the	DET
easat-3030	15	10	international	international	ADJ
easat-3030	15	11	electrotechnical	electrotechnical	ADJ
easat-3030	15	12	commission	commission	NOUN
easat-3030	15	13	(	(	PUNCT
easat-3030	15	14	iec	iec	PROPN
easat-3030	15	15	)	)	PUNCT
easat-3030	15	16	has	have	AUX
easat-3030	15	17	proposed	propose	VERB
easat-3030	15	18	the	the	DET
easat-3030	15	19	cim	cim	NOUN
easat-3030	15	20	as	as	ADP
easat-3030	15	21	a	a	DET
easat-3030	15	22	method	method	NOUN
easat-3030	15	23	and	and	CCONJ
easat-3030	15	24	standardized	standardized	ADJ
easat-3030	15	25	data	data	NOUN
easat-3030	15	26	models	model	NOUN
easat-3030	15	27	for	for	ADP
easat-3030	15	28	exchanging	exchange	VERB
easat-3030	15	29	data	datum	NOUN
easat-3030	15	30	so	so	SCONJ
easat-3030	15	31	that	that	SCONJ
easat-3030	15	32	the	the	DET
easat-3030	15	33	required	required	ADJ
easat-3030	15	34	number	number	NOUN
easat-3030	15	35	of	of	ADP
easat-3030	15	36	api	api	NOUN
easat-3030	15	37	programs	program	NOUN
easat-3030	15	38	and	and	CCONJ
easat-3030	15	39	development	development	NOUN
easat-3030	15	40	costs	cost	NOUN
easat-3030	15	41	can	can	AUX
easat-3030	15	42	be	be	AUX
easat-3030	15	43	reduced	reduce	VERB
easat-3030	15	44	[	[	PUNCT
easat-3030	15	45	1	1	NUM
easat-3030	15	46	-	-	SYM
easat-3030	15	47	2	2	NUM
easat-3030	15	48	]	]	PUNCT
easat-3030	15	49	.	.	PUNCT
easat-3030	16	1	the	the	DET
easat-3030	16	2	cim	cim	NOUN
easat-3030	16	3	provides	provide	VERB
easat-3030	16	4	a	a	DET
easat-3030	16	5	method	method	NOUN
easat-3030	16	6	to	to	PART
easat-3030	16	7	standardize	standardize	VERB
easat-3030	16	8	the	the	DET
easat-3030	16	9	data	data	NOUN
easat-3030	16	10	format	format	NOUN
easat-3030	16	11	based	base	VERB
easat-3030	16	12	on	on	ADP
easat-3030	16	13	unified	unify	VERB
easat-3030	16	14	modeling	modeling	NOUN
easat-3030	16	15	language	language	NOUN
easat-3030	16	16	(	(	PUNCT
easat-3030	16	17	uml	uml	NOUN
easat-3030	16	18	)	)	PUNCT
easat-3030	16	19	and	and	CCONJ
easat-3030	16	20	extensible	extensible	ADJ
easat-3030	16	21	markup	markup	NOUN
easat-3030	16	22	language	language	NOUN
easat-3030	16	23	(	(	PUNCT
easat-3030	16	24	xml	xml	NOUN
easat-3030	16	25	)	)	PUNCT
easat-3030	16	26	,	,	PUNCT
easat-3030	16	27	and	and	CCONJ
easat-3030	16	28	then	then	ADV
easat-3030	16	29	it	it	PRON
easat-3030	16	30	uses	use	VERB
easat-3030	16	31	web	web	NOUN
easat-3030	16	32	services	service	NOUN
easat-3030	16	33	such	such	ADJ
easat-3030	16	34	as	as	ADP
easat-3030	16	35	soap	soap	NOUN
easat-3030	16	36	or	or	CCONJ
easat-3030	16	37	restful	restful	ADJ
easat-3030	16	38	to	to	PART
easat-3030	16	39	exchange	exchange	VERB
easat-3030	16	40	data	datum	NOUN
easat-3030	16	41	.	.	PUNCT
easat-3030	17	1	to	to	PART
easat-3030	17	2	manage	manage	VERB
easat-3030	17	3	distribution	distribution	NOUN
easat-3030	17	4	transformers	transformer	NOUN
easat-3030	17	5	,	,	PUNCT
easat-3030	17	6	taipower	taipower	NOUN
easat-3030	17	7	has	have	AUX
easat-3030	17	8	already	already	ADV
easat-3030	17	9	installed	instal	VERB
easat-3030	17	10	ttu	ttu	PROPN
easat-3030	17	11	to	to	PART
easat-3030	17	12	measure	measure	VERB
easat-3030	17	13	voltage	voltage	NOUN
easat-3030	17	14	and	and	CCONJ
easat-3030	17	15	current	current	ADJ
easat-3030	17	16	to	to	PART
easat-3030	17	17	calculate	calculate	VERB
easat-3030	17	18	power	power	NOUN
easat-3030	17	19	parameters	parameter	NOUN
easat-3030	17	20	that	that	PRON
easat-3030	17	21	provide	provide	VERB
easat-3030	17	22	necessary	necessary	ADJ
easat-3030	17	23	information	information	NOUN
easat-3030	17	24	to	to	PART
easat-3030	17	25	evaluate	evaluate	VERB
easat-3030	17	26	the	the	DET
easat-3030	17	27	state	state	NOUN
easat-3030	17	28	of	of	ADP
easat-3030	17	29	health	health	NOUN
easat-3030	17	30	of	of	ADP
easat-3030	17	31	distribution	distribution	NOUN
easat-3030	17	32	transformers	transformer	NOUN
easat-3030	17	33	.	.	PUNCT
easat-3030	18	1	all	all	DET
easat-3030	18	2	ttus	ttus	NOUN
easat-3030	18	3	measured	measure	VERB
easat-3030	18	4	data	datum	NOUN
easat-3030	18	5	is	be	AUX
easat-3030	18	6	transmitted	transmit	VERB
easat-3030	18	7	to	to	ADP
easat-3030	18	8	the	the	DET
easat-3030	18	9	transformer	transformer	NOUN
easat-3030	18	10	management	management	NOUN
easat-3030	18	11	system	system	NOUN
easat-3030	18	12	(	(	PUNCT
easat-3030	18	13	tms	tms	PROPN
easat-3030	18	14	)	)	PUNCT
easat-3030	18	15	to	to	PART
easat-3030	18	16	monitor	monitor	VERB
easat-3030	18	17	the	the	DET
easat-3030	18	18	status	status	NOUN
easat-3030	18	19	of	of	ADP
easat-3030	18	20	distribution	distribution	NOUN
easat-3030	18	21	transformers	transformer	NOUN
easat-3030	18	22	in	in	ADP
easat-3030	18	23	real	real	ADJ
easat-3030	18	24	-	-	PUNCT
easat-3030	18	25	time	time	NOUN
easat-3030	18	26	.	.	PUNCT
easat-3030	19	1	for	for	ADP
easat-3030	19	2	asset	asset	NOUN
easat-3030	19	3	management	management	NOUN
easat-3030	19	4	of	of	ADP
easat-3030	19	5	distribution	distribution	NOUN
easat-3030	19	6	transformers	transformer	NOUN
easat-3030	19	7	,	,	PUNCT
easat-3030	19	8	the	the	DET
easat-3030	19	9	adms	adms	PROPN
easat-3030	19	10	exchanges	exchange	NOUN
easat-3030	19	11	ttu	ttu	PROPN
easat-3030	19	12	data	data	PROPN
easat-3030	19	13	via	via	ADP
easat-3030	19	14	web	web	NOUN
easat-3030	19	15	services	service	NOUN
easat-3030	19	16	from	from	ADP
easat-3030	19	17	tms	tms	PROPN
easat-3030	19	18	and	and	CCONJ
easat-3030	19	19	uses	use	VERB
easat-3030	19	20	sql	sql	NOUN
easat-3030	19	21	or	or	CCONJ
easat-3030	19	22	nosql	nosql	ADJ
easat-3030	19	23	databases	database	NOUN
easat-3030	19	24	to	to	PART
easat-3030	19	25	record	record	VERB
easat-3030	19	26	ttu	ttu	NOUN
easat-3030	19	27	real	real	ADJ
easat-3030	19	28	-	-	PUNCT
easat-3030	19	29	time	time	NOUN
easat-3030	19	30	information	information	NOUN
easat-3030	19	31	in	in	ADP
easat-3030	19	32	xml	xml	NOUN
easat-3030	19	33	format	format	NOUN
easat-3030	19	34	.	.	PUNCT
easat-3030	20	1	to	to	PART
easat-3030	20	2	increase	increase	VERB
easat-3030	20	3	the	the	DET
easat-3030	20	4	efficiency	efficiency	NOUN
easat-3030	20	5	of	of	ADP
easat-3030	20	6	data	datum	NOUN
easat-3030	20	7	exchange	exchange	NOUN
easat-3030	20	8	,	,	PUNCT
easat-3030	20	9	the	the	DET
easat-3030	20	10	optimization	optimization	NOUN
easat-3030	20	11	architecture	architecture	NOUN
easat-3030	20	12	is	be	AUX
easat-3030	20	13	crucial	crucial	ADJ
easat-3030	20	14	because	because	SCONJ
easat-3030	20	15	soap	soap	NOUN
easat-3030	20	16	and	and	CCONJ
easat-3030	20	17	restful	restful	ADJ
easat-3030	20	18	data	datum	NOUN
easat-3030	20	19	exchange	exchange	NOUN
easat-3030	20	20	methods	method	NOUN
easat-3030	20	21	and	and	CCONJ
easat-3030	20	22	sql	sql	NOUN
easat-3030	20	23	and	and	CCONJ
easat-3030	20	24	nosql	nosql	ADJ
easat-3030	20	25	query	query	NOUN
easat-3030	20	26	methods	method	NOUN
easat-3030	20	27	are	be	AUX
easat-3030	20	28	different	different	ADJ
easat-3030	20	29	.	.	PUNCT
easat-3030	21	1	therefore	therefore	ADV
easat-3030	21	2	,	,	PUNCT
easat-3030	21	3	to	to	PART
easat-3030	21	4	ensure	ensure	VERB
easat-3030	21	5	real	real	ADJ
easat-3030	21	6	-	-	PUNCT
easat-3030	21	7	time	time	NOUN
easat-3030	21	8	monitoring	monitoring	NOUN
easat-3030	21	9	of	of	ADP
easat-3030	21	10	distribution	distribution	NOUN
easat-3030	21	11	transformers	transformer	NOUN
easat-3030	21	12	for	for	ADP
easat-3030	21	13	aging	age	VERB
easat-3030	21	14	analysis	analysis	NOUN
easat-3030	21	15	in	in	ADP
easat-3030	21	16	adms	adm	NOUN
easat-3030	21	17	,	,	PUNCT
easat-3030	21	18	the	the	DET
easat-3030	21	19	processing	processing	NOUN
easat-3030	21	20	times	time	NOUN
easat-3030	21	21	of	of	ADP
easat-3030	21	22	soap	soap	NOUN
easat-3030	21	23	and	and	CCONJ
easat-3030	21	24	restful	restful	ADJ
easat-3030	21	25	are	be	AUX
easat-3030	21	26	compared	compare	VERB
easat-3030	21	27	in	in	ADP
easat-3030	21	28	this	this	DET
easat-3030	21	29	paper	paper	NOUN
easat-3030	21	30	to	to	PART
easat-3030	21	31	show	show	VERB
easat-3030	21	32	which	which	DET
easat-3030	21	33	web	web	NOUN
easat-3030	21	34	service	service	NOUN
easat-3030	21	35	is	be	AUX
easat-3030	21	36	appropriate	appropriate	ADJ
easat-3030	21	37	for	for	ADP
easat-3030	21	38	data	datum	NOUN
easat-3030	21	39	exchange	exchange	NOUN
easat-3030	21	40	.	.	PUNCT
easat-3030	22	1	also	also	ADV
easat-3030	22	2	,	,	PUNCT
easat-3030	22	3	the	the	DET
easat-3030	22	4	access	access	NOUN
easat-3030	22	5	4791	4791	NUM
easat-3030	22	6	edelweiss	edelweiss	PROPN
easat-3030	22	7	applied	apply	VERB
easat-3030	22	8	science	science	NOUN
easat-3030	22	9	and	and	CCONJ
easat-3030	22	10	technology	technology	NOUN
easat-3030	22	11	issn	issn	PROPN
easat-3030	22	12	:	:	PUNCT
easat-3030	22	13	2576	2576	NUM
easat-3030	22	14	-	-	SYM
easat-3030	22	15	8484	8484	NUM
easat-3030	22	16	vol	vol	NOUN
easat-3030	22	17	.	.	PROPN
easat-3030	22	18	8	8	NUM
easat-3030	22	19	,	,	PUNCT
easat-3030	22	20	no	no	INTJ
easat-3030	22	21	.	.	NOUN
easat-3030	23	1	6	6	NUM
easat-3030	23	2	:	:	SYM
easat-3030	23	3	4790	4790	NUM
easat-3030	23	4	-	-	SYM
easat-3030	23	5	4800	4800	NUM
easat-3030	23	6	,	,	PUNCT
easat-3030	23	7	2024	2024	NUM
easat-3030	23	8	doi	doi	NOUN
easat-3030	23	9	:	:	PUNCT
easat-3030	23	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	23	11	©	©	ADP
easat-3030	23	12	2024	2024	NUM
easat-3030	23	13	by	by	ADP
easat-3030	23	14	the	the	DET
easat-3030	23	15	authors	author	NOUN
easat-3030	23	16	;	;	PUNCT
easat-3030	23	17	licensee	licensee	PROPN
easat-3030	23	18	learning	learn	VERB
easat-3030	23	19	gate	gate	PROPN
easat-3030	23	20	time	time	NOUN
easat-3030	23	21	of	of	ADP
easat-3030	23	22	sql	sql	NOUN
easat-3030	23	23	and	and	CCONJ
easat-3030	23	24	nosql	nosql	NOUN
easat-3030	23	25	are	be	AUX
easat-3030	23	26	compared	compare	VERB
easat-3030	23	27	which	which	PRON
easat-3030	23	28	selected	select	VERB
easat-3030	23	29	minimum	minimum	ADJ
easat-3030	23	30	query	query	NOUN
easat-3030	23	31	time	time	NOUN
easat-3030	23	32	to	to	PART
easat-3030	23	33	increase	increase	VERB
easat-3030	23	34	the	the	DET
easat-3030	23	35	performance	performance	NOUN
easat-3030	23	36	of	of	ADP
easat-3030	23	37	aging	age	VERB
easat-3030	23	38	analysis	analysis	NOUN
easat-3030	23	39	.	.	PUNCT
easat-3030	24	1	to	to	PART
easat-3030	24	2	manage	manage	VERB
easat-3030	24	3	distribution	distribution	NOUN
easat-3030	24	4	transformers	transformer	NOUN
easat-3030	24	5	in	in	ADP
easat-3030	24	6	adms	adm	NOUN
easat-3030	24	7	,	,	PUNCT
easat-3030	24	8	the	the	DET
easat-3030	24	9	installed	instal	VERB
easat-3030	24	10	ttus	ttus	NOUN
easat-3030	24	11	at	at	ADP
easat-3030	24	12	yunlin	yunlin	PROPN
easat-3030	24	13	district	district	PROPN
easat-3030	24	14	in	in	ADP
easat-3030	24	15	taipower	taipower	NOUN
easat-3030	24	16	are	be	AUX
easat-3030	24	17	selected	select	VERB
easat-3030	24	18	and	and	CCONJ
easat-3030	24	19	use	use	VERB
easat-3030	24	20	cim	cim	NOUN
easat-3030	24	21	as	as	ADP
easat-3030	24	22	a	a	DET
easat-3030	24	23	basis	basis	NOUN
easat-3030	24	24	model	model	NOUN
easat-3030	24	25	for	for	ADP
easat-3030	24	26	the	the	DET
easat-3030	24	27	ttu	ttu	PROPN
easat-3030	24	28	information	information	NOUN
easat-3030	24	29	.	.	PUNCT
easat-3030	25	1	then	then	ADV
easat-3030	25	2	web	web	NOUN
easat-3030	25	3	services	service	NOUN
easat-3030	25	4	such	such	ADJ
easat-3030	25	5	as	as	ADP
easat-3030	25	6	soap	soap	NOUN
easat-3030	25	7	and	and	CCONJ
easat-3030	25	8	restful	restful	ADJ
easat-3030	25	9	apis	apis	NOUN
easat-3030	25	10	were	be	AUX
easat-3030	25	11	developed	develop	VERB
easat-3030	25	12	to	to	PART
easat-3030	25	13	ensure	ensure	VERB
easat-3030	25	14	the	the	DET
easat-3030	25	15	reliability	reliability	NOUN
easat-3030	25	16	of	of	ADP
easat-3030	25	17	the	the	DET
easat-3030	25	18	cim	cim	NOUN
easat-3030	25	19	during	during	ADP
easat-3030	25	20	the	the	DET
easat-3030	25	21	data	data	NOUN
easat-3030	25	22	exchange	exchange	NOUN
easat-3030	25	23	between	between	ADP
easat-3030	25	24	tms	tms	PROPN
easat-3030	25	25	and	and	CCONJ
easat-3030	25	26	adms	adm	NOUN
easat-3030	25	27	.	.	PUNCT
easat-3030	26	1	also	also	ADV
easat-3030	26	2	,	,	PUNCT
easat-3030	26	3	the	the	DET
easat-3030	26	4	databases	database	NOUN
easat-3030	26	5	are	be	AUX
easat-3030	26	6	constructed	construct	VERB
easat-3030	26	7	for	for	SCONJ
easat-3030	26	8	adms	adm	NOUN
easat-3030	26	9	to	to	PART
easat-3030	26	10	evaluate	evaluate	VERB
easat-3030	26	11	sql	sql	NOUN
easat-3030	26	12	and	and	CCONJ
easat-3030	26	13	nosql	nosql	ADJ
easat-3030	26	14	access	access	NOUN
easat-3030	26	15	performance	performance	NOUN
easat-3030	26	16	and	and	CCONJ
easat-3030	26	17	develop	develop	VERB
easat-3030	26	18	an	an	DET
easat-3030	26	19	application	application	NOUN
easat-3030	26	20	for	for	ADP
easat-3030	26	21	the	the	DET
easat-3030	26	22	operation	operation	NOUN
easat-3030	26	23	and	and	CCONJ
easat-3030	26	24	management	management	NOUN
easat-3030	26	25	of	of	ADP
easat-3030	26	26	distribution	distribution	NOUN
easat-3030	26	27	transformers	transformer	NOUN
easat-3030	26	28	.	.	PUNCT
easat-3030	27	1	finally	finally	ADV
easat-3030	27	2	,	,	PUNCT
easat-3030	27	3	this	this	DET
easat-3030	27	4	paper	paper	NOUN
easat-3030	27	5	also	also	ADV
easat-3030	27	6	designs	design	VERB
easat-3030	27	7	gui	gui	NOUN
easat-3030	27	8	to	to	PART
easat-3030	27	9	show	show	VERB
easat-3030	27	10	the	the	DET
easat-3030	27	11	aging	age	VERB
easat-3030	27	12	factors	factor	NOUN
easat-3030	27	13	of	of	ADP
easat-3030	27	14	the	the	DET
easat-3030	27	15	distribution	distribution	NOUN
easat-3030	27	16	transformers	transformer	NOUN
easat-3030	27	17	to	to	PART
easat-3030	27	18	achieve	achieve	VERB
easat-3030	27	19	asset	asset	NOUN
easat-3030	27	20	management	management	NOUN
easat-3030	27	21	of	of	ADP
easat-3030	27	22	distribution	distribution	NOUN
easat-3030	27	23	systems	system	NOUN
easat-3030	27	24	and	and	CCONJ
easat-3030	27	25	support	support	VERB
easat-3030	27	26	smart	smart	ADJ
easat-3030	27	27	grid	grid	NOUN
easat-3030	27	28	applications	application	NOUN
easat-3030	27	29	.	.	PUNCT
easat-3030	28	1	2	2	X
easat-3030	28	2	.	.	X
easat-3030	28	3	data	datum	NOUN
easat-3030	28	4	exchange	exchange	NOUN
easat-3030	28	5	methods	method	NOUN
easat-3030	28	6	with	with	ADP
easat-3030	28	7	cim	cim	PROPN
easat-3030	28	8	a	a	DET
easat-3030	28	9	cim	cim	NOUN
easat-3030	28	10	is	be	AUX
easat-3030	28	11	used	use	VERB
easat-3030	28	12	as	as	ADP
easat-3030	28	13	a	a	DET
easat-3030	28	14	standard	standard	ADJ
easat-3030	28	15	data	data	NOUN
easat-3030	28	16	model	model	NOUN
easat-3030	28	17	because	because	SCONJ
easat-3030	28	18	the	the	DET
easat-3030	28	19	cim	cim	NOUN
easat-3030	28	20	provides	provide	VERB
easat-3030	28	21	a	a	DET
easat-3030	28	22	universal	universal	ADJ
easat-3030	28	23	and	and	CCONJ
easat-3030	28	24	efficient	efficient	ADJ
easat-3030	28	25	data	datum	NOUN
easat-3030	28	26	exchange	exchange	NOUN
easat-3030	28	27	format	format	NOUN
easat-3030	28	28	that	that	PRON
easat-3030	28	29	enables	enable	VERB
easat-3030	28	30	different	different	ADJ
easat-3030	28	31	systems	system	NOUN
easat-3030	28	32	to	to	PART
easat-3030	28	33	share	share	VERB
easat-3030	28	34	and	and	CCONJ
easat-3030	28	35	exchange	exchange	NOUN
easat-3030	28	36	data	datum	NOUN
easat-3030	28	37	.	.	PUNCT
easat-3030	29	1	the	the	DET
easat-3030	29	2	cim	cim	NOUN
easat-3030	29	3	based	base	VERB
easat-3030	29	4	on	on	ADP
easat-3030	29	5	uml	uml	PROPN
easat-3030	29	6	utilizes	utilize	NOUN
easat-3030	29	7	xml	xml	NOUN
easat-3030	29	8	to	to	PART
easat-3030	29	9	perform	perform	VERB
easat-3030	29	10	data	datum	NOUN
easat-3030	29	11	exchange	exchange	NOUN
easat-3030	29	12	of	of	ADP
easat-3030	29	13	distribution	distribution	NOUN
easat-3030	29	14	systems	system	NOUN
easat-3030	29	15	[	[	X
easat-3030	29	16	3	3	NUM
easat-3030	29	17	-	-	SYM
easat-3030	29	18	4	4	NUM
easat-3030	29	19	]	]	PUNCT
easat-3030	29	20	.	.	PUNCT
easat-3030	30	1	thus	thus	ADV
easat-3030	30	2	,	,	PUNCT
easat-3030	30	3	different	different	ADJ
easat-3030	30	4	systems	system	NOUN
easat-3030	30	5	and	and	CCONJ
easat-3030	30	6	applications	application	NOUN
easat-3030	30	7	can	can	AUX
easat-3030	30	8	share	share	VERB
easat-3030	30	9	and	and	CCONJ
easat-3030	30	10	exchange	exchange	VERB
easat-3030	30	11	information	information	NOUN
easat-3030	30	12	for	for	ADP
easat-3030	30	13	power	power	NOUN
easat-3030	30	14	system	system	NOUN
easat-3030	30	15	operation	operation	NOUN
easat-3030	30	16	and	and	CCONJ
easat-3030	30	17	management	management	NOUN
easat-3030	30	18	.	.	PUNCT
easat-3030	31	1	most	most	ADJ
easat-3030	31	2	of	of	ADP
easat-3030	31	3	the	the	DET
easat-3030	31	4	cim	cim	NOUN
easat-3030	31	5	is	be	AUX
easat-3030	31	6	used	use	VERB
easat-3030	31	7	in	in	ADP
easat-3030	31	8	power	power	NOUN
easat-3030	31	9	plants	plant	NOUN
easat-3030	31	10	,	,	PUNCT
easat-3030	31	11	distribution	distribution	NOUN
easat-3030	31	12	systems	system	NOUN
easat-3030	31	13	,	,	PUNCT
easat-3030	31	14	and	and	CCONJ
easat-3030	31	15	operators	operator	NOUN
easat-3030	31	16	between	between	ADP
easat-3030	31	17	utilities	utility	NOUN
easat-3030	31	18	and	and	CCONJ
easat-3030	31	19	customers	customer	NOUN
easat-3030	31	20	.	.	PUNCT
easat-3030	32	1	thus	thus	ADV
easat-3030	32	2	,	,	PUNCT
easat-3030	32	3	the	the	DET
easat-3030	32	4	cim	cim	NOUN
easat-3030	32	5	is	be	AUX
easat-3030	32	6	used	use	VERB
easat-3030	32	7	for	for	ADP
easat-3030	32	8	real	real	ADJ
easat-3030	32	9	-	-	PUNCT
easat-3030	32	10	time	time	NOUN
easat-3030	32	11	data	datum	NOUN
easat-3030	32	12	exchange	exchange	NOUN
easat-3030	32	13	of	of	ADP
easat-3030	32	14	ttu	ttu	PROPN
easat-3030	32	15	for	for	ADP
easat-3030	32	16	distribution	distribution	NOUN
easat-3030	32	17	transformer	transformer	NOUN
easat-3030	32	18	monitoring	monitoring	NOUN
easat-3030	32	19	,	,	PUNCT
easat-3030	32	20	and	and	CCONJ
easat-3030	32	21	ttu	ttu	PROPN
easat-3030	32	22	transmits	transmit	VERB
easat-3030	32	23	data	datum	NOUN
easat-3030	32	24	to	to	ADP
easat-3030	32	25	the	the	DET
easat-3030	32	26	tms	tms	PROPN
easat-3030	32	27	via	via	ADP
easat-3030	32	28	the	the	DET
easat-3030	32	29	data	data	PROPN
easat-3030	32	30	concentrator	concentrator	NOUN
easat-3030	32	31	unit	unit	NOUN
easat-3030	32	32	(	(	PUNCT
easat-3030	32	33	dcu	dcu	PROPN
easat-3030	32	34	)	)	PUNCT
easat-3030	32	35	.	.	PUNCT
easat-3030	33	1	to	to	PART
easat-3030	33	2	analyze	analyze	VERB
easat-3030	33	3	the	the	DET
easat-3030	33	4	aging	age	VERB
easat-3030	33	5	factor	factor	NOUN
easat-3030	33	6	of	of	ADP
easat-3030	33	7	the	the	DET
easat-3030	33	8	distribution	distribution	NOUN
easat-3030	33	9	transformer	transformer	NOUN
easat-3030	33	10	,	,	PUNCT
easat-3030	33	11	the	the	DET
easat-3030	33	12	adms	adm	NOUN
easat-3030	33	13	received	receive	VERB
easat-3030	33	14	data	datum	NOUN
easat-3030	33	15	from	from	ADP
easat-3030	33	16	tms	tms	PROPN
easat-3030	33	17	using	use	VERB
easat-3030	33	18	a	a	DET
easat-3030	33	19	web	web	NOUN
easat-3030	33	20	service	service	NOUN
easat-3030	33	21	to	to	PART
easat-3030	33	22	exchange	exchange	VERB
easat-3030	33	23	realtime	realtime	NOUN
easat-3030	33	24	measurement	measurement	NOUN
easat-3030	33	25	information	information	NOUN
easat-3030	33	26	.	.	PUNCT
easat-3030	34	1	to	to	PART
easat-3030	34	2	ensure	ensure	VERB
easat-3030	34	3	data	datum	NOUN
easat-3030	34	4	exchange	exchange	NOUN
easat-3030	34	5	performance	performance	NOUN
easat-3030	34	6	between	between	ADP
easat-3030	34	7	tms	tms	PROPN
easat-3030	34	8	and	and	CCONJ
easat-3030	34	9	adms	adm	NOUN
easat-3030	34	10	,	,	PUNCT
easat-3030	34	11	this	this	DET
easat-3030	34	12	paper	paper	NOUN
easat-3030	34	13	proposed	propose	VERB
easat-3030	34	14	a	a	DET
easat-3030	34	15	two	two	NUM
easat-3030	34	16	-	-	PUNCT
easat-3030	34	17	phase	phase	NOUN
easat-3030	34	18	evaluation	evaluation	NOUN
easat-3030	34	19	method	method	NOUN
easat-3030	34	20	based	base	VERB
easat-3030	34	21	on	on	ADP
easat-3030	34	22	cim	cim	PROPN
easat-3030	34	23	,	,	PUNCT
easat-3030	34	24	including	include	VERB
easat-3030	34	25	web	web	NOUN
easat-3030	34	26	service	service	NOUN
easat-3030	34	27	and	and	CCONJ
easat-3030	34	28	database	database	NOUN
easat-3030	34	29	access	access	NOUN
easat-3030	34	30	.	.	PUNCT
easat-3030	35	1	in	in	ADP
easat-3030	35	2	the	the	DET
easat-3030	35	3	test	test	NOUN
easat-3030	35	4	phase	phase	NOUN
easat-3030	35	5	of	of	ADP
easat-3030	35	6	web	web	NOUN
easat-3030	35	7	service	service	NOUN
easat-3030	35	8	,	,	PUNCT
easat-3030	35	9	soap	soap	NOUN
easat-3030	35	10	and	and	CCONJ
easat-3030	35	11	restful	restful	ADJ
easat-3030	35	12	are	be	AUX
easat-3030	35	13	used	use	VERB
easat-3030	35	14	to	to	PART
easat-3030	35	15	exchange	exchange	VERB
easat-3030	35	16	data	datum	NOUN
easat-3030	35	17	and	and	CCONJ
easat-3030	35	18	evaluate	evaluate	VERB
easat-3030	35	19	the	the	DET
easat-3030	35	20	required	require	VERB
easat-3030	35	21	process	process	NOUN
easat-3030	35	22	time	time	NOUN
easat-3030	35	23	when	when	SCONJ
easat-3030	35	24	requesting	request	VERB
easat-3030	35	25	tms	tms	PROPN
easat-3030	35	26	to	to	PART
easat-3030	35	27	get	get	VERB
easat-3030	35	28	ttu	ttu	PROPN
easat-3030	35	29	data	datum	NOUN
easat-3030	35	30	for	for	ADP
easat-3030	35	31	the	the	DET
easat-3030	35	32	adms	adm	NOUN
easat-3030	35	33	.	.	PUNCT
easat-3030	36	1	after	after	SCONJ
easat-3030	36	2	adms	adms	PROPN
easat-3030	36	3	receives	receive	VERB
easat-3030	36	4	ttu	ttu	PROPN
easat-3030	36	5	real	real	ADJ
easat-3030	36	6	-	-	PUNCT
easat-3030	36	7	time	time	NOUN
easat-3030	36	8	information	information	NOUN
easat-3030	36	9	,	,	PUNCT
easat-3030	36	10	the	the	DET
easat-3030	36	11	data	data	NOUN
easat-3030	36	12	is	be	AUX
easat-3030	36	13	stored	store	VERB
easat-3030	36	14	in	in	ADP
easat-3030	36	15	the	the	DET
easat-3030	36	16	database	database	NOUN
easat-3030	36	17	,	,	PUNCT
easat-3030	36	18	and	and	CCONJ
easat-3030	36	19	the	the	DET
easat-3030	36	20	query	query	NOUN
easat-3030	36	21	and	and	CCONJ
easat-3030	36	22	retrieval	retrieval	NOUN
easat-3030	36	23	performance	performance	NOUN
easat-3030	36	24	of	of	ADP
easat-3030	36	25	sql	sql	NOUN
easat-3030	36	26	and	and	CCONJ
easat-3030	36	27	nosql	nosql	ADJ
easat-3030	36	28	databases	database	NOUN
easat-3030	36	29	are	be	AUX
easat-3030	36	30	compared	compare	VERB
easat-3030	36	31	using	use	VERB
easat-3030	36	32	the	the	DET
easat-3030	36	33	designed	design	VERB
easat-3030	36	34	api	api	NOUN
easat-3030	36	35	.	.	PUNCT
easat-3030	37	1	in	in	ADP
easat-3030	37	2	this	this	DET
easat-3030	37	3	phase	phase	NOUN
easat-3030	37	4	,	,	PUNCT
easat-3030	37	5	the	the	DET
easat-3030	37	6	query	query	NOUN
easat-3030	37	7	and	and	CCONJ
easat-3030	37	8	retrieve	retrieve	VERB
easat-3030	37	9	time	time	NOUN
easat-3030	37	10	are	be	AUX
easat-3030	37	11	recorded	record	VERB
easat-3030	37	12	,	,	PUNCT
easat-3030	37	13	and	and	CCONJ
easat-3030	37	14	the	the	DET
easat-3030	37	15	performance	performance	NOUN
easat-3030	37	16	of	of	ADP
easat-3030	37	17	the	the	DET
easat-3030	37	18	two	two	NUM
easat-3030	37	19	databases	database	NOUN
easat-3030	37	20	are	be	AUX
easat-3030	37	21	compared	compare	VERB
easat-3030	37	22	for	for	ADP
easat-3030	37	23	data	data	NOUN
easat-3030	37	24	exchange	exchange	NOUN
easat-3030	37	25	interface	interface	NOUN
easat-3030	37	26	design	design	NOUN
easat-3030	37	27	.	.	PUNCT
easat-3030	38	1	figure	figure	NOUN
easat-3030	38	2	1	1	NUM
easat-3030	38	3	illustrates	illustrate	VERB
easat-3030	38	4	the	the	DET
easat-3030	38	5	performance	performance	NOUN
easat-3030	38	6	evaluation	evaluation	NOUN
easat-3030	38	7	flow	flow	NOUN
easat-3030	38	8	for	for	ADP
easat-3030	38	9	data	datum	NOUN
easat-3030	38	10	exchange	exchange	NOUN
easat-3030	38	11	.	.	PUNCT
easat-3030	39	1	figure	figure	NOUN
easat-3030	39	2	1	1	NUM
easat-3030	39	3	.	.	PUNCT
easat-3030	40	1	performance	performance	NOUN
easat-3030	40	2	evaluation	evaluation	NOUN
easat-3030	40	3	flow	flow	NOUN
easat-3030	40	4	for	for	ADP
easat-3030	40	5	data	datum	NOUN
easat-3030	40	6	exchange	exchange	NOUN
easat-3030	40	7	.	.	PUNCT
easat-3030	41	1	to	to	PART
easat-3030	41	2	verify	verify	VERB
easat-3030	41	3	web	web	NOUN
easat-3030	41	4	service	service	NOUN
easat-3030	41	5	performance	performance	NOUN
easat-3030	41	6	,	,	PUNCT
easat-3030	41	7	the	the	DET
easat-3030	41	8	api	api	NOUN
easat-3030	41	9	is	be	AUX
easat-3030	41	10	designed	design	VERB
easat-3030	41	11	to	to	PART
easat-3030	41	12	record	record	VERB
easat-3030	41	13	time	time	NOUN
easat-3030	41	14	-	-	PUNCT
easat-3030	41	15	tag	tag	NOUN
easat-3030	41	16	before	before	ADV
easat-3030	41	17	and	and	CCONJ
easat-3030	41	18	after	after	ADP
easat-3030	41	19	data	data	NOUN
easat-3030	41	20	exchange	exchange	NOUN
easat-3030	41	21	.	.	PUNCT
easat-3030	42	1	in	in	ADP
easat-3030	42	2	the	the	DET
easat-3030	42	3	api	api	NOUN
easat-3030	42	4	,	,	PUNCT
easat-3030	42	5	the	the	DET
easat-3030	42	6	functions	function	NOUN
easat-3030	42	7	of	of	ADP
easat-3030	42	8	web	web	NOUN
easat-3030	42	9	service	service	NOUN
easat-3030	42	10	consist	consist	NOUN
easat-3030	42	11	of	of	ADP
easat-3030	42	12	soap	soap	NOUN
easat-3030	42	13	and	and	CCONJ
easat-3030	42	14	restful	restful	ADJ
easat-3030	42	15	modes	mode	NOUN
easat-3030	42	16	.	.	PUNCT
easat-3030	43	1	when	when	SCONJ
easat-3030	43	2	working	work	VERB
easat-3030	43	3	in	in	ADP
easat-3030	43	4	soap	soap	NOUN
easat-3030	43	5	mode	mode	NOUN
easat-3030	43	6	,	,	PUNCT
easat-3030	43	7	it	it	PRON
easat-3030	43	8	does	do	AUX
easat-3030	43	9	not	not	PART
easat-3030	43	10	support	support	VERB
easat-3030	43	11	the	the	DET
easat-3030	43	12	extended	extended	ADJ
easat-3030	43	13	universal	universal	ADJ
easat-3030	43	14	resource	resource	NOUN
easat-3030	43	15	identifier	identifier	NOUN
easat-3030	43	16	(	(	PUNCT
easat-3030	43	17	uri	uri	NOUN
easat-3030	43	18	)	)	PUNCT
easat-3030	43	19	that	that	PRON
easat-3030	43	20	needs	need	VERB
easat-3030	43	21	to	to	PART
easat-3030	43	22	get	get	VERB
easat-3030	43	23	a	a	DET
easat-3030	43	24	request	request	NOUN
easat-3030	43	25	from	from	ADP
easat-3030	43	26	the	the	DET
easat-3030	43	27	body	body	NOUN
easat-3030	43	28	section	section	NOUN
easat-3030	43	29	of	of	ADP
easat-3030	43	30	soap	soap	NOUN
easat-3030	43	31	.	.	PUNCT
easat-3030	44	1	in	in	ADP
easat-3030	44	2	restful	restful	ADJ
easat-3030	44	3	mode	mode	NOUN
easat-3030	44	4	,	,	PUNCT
easat-3030	44	5	it	it	PRON
easat-3030	44	6	supports	support	VERB
easat-3030	44	7	extended	extend	VERB
easat-3030	44	8	uris	uris	PROPN
easat-3030	44	9	to	to	PART
easat-3030	44	10	simplify	simplify	VERB
easat-3030	44	11	request	request	NOUN
easat-3030	44	12	procedures	procedure	NOUN
easat-3030	44	13	and	and	CCONJ
easat-3030	44	14	respond	respond	VERB
easat-3030	44	15	quickly	quickly	ADV
easat-3030	44	16	.	.	PUNCT
easat-3030	45	1	before	before	SCONJ
easat-3030	45	2	and	and	CCONJ
easat-3030	45	3	after	after	ADP
easat-3030	45	4	exchanging	exchange	VERB
easat-3030	45	5	data	datum	NOUN
easat-3030	45	6	,	,	PUNCT
easat-3030	45	7	the	the	DET
easat-3030	45	8	api	api	NOUN
easat-3030	45	9	records	record	VERB
easat-3030	45	10	the	the	DET
easat-3030	45	11	time	time	NOUN
easat-3030	45	12	-	-	PUNCT
easat-3030	45	13	tag	tag	NOUN
easat-3030	45	14	that	that	PRON
easat-3030	45	15	analyzes	analyze	VERB
easat-3030	45	16	the	the	DET
easat-3030	45	17	average	average	ADJ
easat-3030	45	18	execution	execution	NOUN
easat-3030	45	19	time	time	NOUN
easat-3030	45	20	for	for	ADP
easat-3030	45	21	performance	performance	NOUN
easat-3030	45	22	evaluation	evaluation	NOUN
easat-3030	45	23	.	.	PUNCT
easat-3030	46	1	the	the	DET
easat-3030	46	2	performance	performance	NOUN
easat-3030	46	3	evaluation	evaluation	NOUN
easat-3030	46	4	flow	flow	NOUN
easat-3030	46	5	of	of	ADP
easat-3030	46	6	web	web	NOUN
easat-3030	46	7	service	service	NOUN
easat-3030	46	8	is	be	AUX
easat-3030	46	9	shown	show	VERB
easat-3030	46	10	in	in	ADP
easat-3030	46	11	figure	figure	NOUN
easat-3030	46	12	2(a	2(a	NUM
easat-3030	46	13	)	)	PUNCT
easat-3030	46	14	.	.	PUNCT
easat-3030	47	1	after	after	ADP
easat-3030	47	2	exchanging	exchange	VERB
easat-3030	47	3	data	datum	NOUN
easat-3030	47	4	from	from	ADP
easat-3030	47	5	tms	tms	PROPN
easat-3030	47	6	,	,	PUNCT
easat-3030	47	7	the	the	DET
easat-3030	47	8	ttu	ttu	PROPN
easat-3030	47	9	information	information	NOUN
easat-3030	47	10	is	be	AUX
easat-3030	47	11	also	also	ADV
easat-3030	47	12	recorded	record	VERB
easat-3030	47	13	in	in	ADP
easat-3030	47	14	the	the	DET
easat-3030	47	15	database	database	NOUN
easat-3030	47	16	for	for	ADP
easat-3030	47	17	distribution	distribution	NOUN
easat-3030	47	18	transformer	transformer	NOUN
easat-3030	47	19	aging	age	VERB
easat-3030	47	20	analysis	analysis	NOUN
easat-3030	47	21	.	.	PUNCT
easat-3030	48	1	the	the	DET
easat-3030	48	2	mean	mean	ADJ
easat-3030	48	3	time	time	NOUN
easat-3030	48	4	of	of	ADP
easat-3030	48	5	accessing	access	VERB
easat-3030	48	6	data	datum	NOUN
easat-3030	48	7	from	from	ADP
easat-3030	48	8	those	those	DET
easat-3030	48	9	two	two	NUM
easat-3030	48	10	databases	database	NOUN
easat-3030	48	11	is	be	AUX
easat-3030	48	12	recorded	record	VERB
easat-3030	48	13	to	to	PART
easat-3030	48	14	verify	verify	VERB
easat-3030	48	15	sql	sql	NOUN
easat-3030	48	16	and	and	CCONJ
easat-3030	48	17	nosql	nosql	ADJ
easat-3030	48	18	queries	query	NOUN
easat-3030	48	19	and	and	CCONJ
easat-3030	48	20	retrieve	retrieve	VERB
easat-3030	48	21	performance	performance	NOUN
easat-3030	48	22	.	.	PUNCT
easat-3030	49	1	in	in	ADP
easat-3030	49	2	this	this	DET
easat-3030	49	3	evaluation	evaluation	NOUN
easat-3030	49	4	phase	phase	NOUN
easat-3030	49	5	,	,	PUNCT
easat-3030	49	6	the	the	DET
easat-3030	49	7	sql	sql	NOUN
easat-3030	49	8	must	must	AUX
easat-3030	49	9	convert	convert	VERB
easat-3030	49	10	xml	xml	NOUN
easat-3030	49	11	to	to	ADP
easat-3030	49	12	relational	relational	ADJ
easat-3030	49	13	data	data	NOUN
easat-3030	49	14	format	format	NOUN
easat-3030	49	15	for	for	ADP
easat-3030	49	16	database	database	NOUN
easat-3030	49	17	access	access	NOUN
easat-3030	49	18	because	because	SCONJ
easat-3030	49	19	sql	sql	NOUN
easat-3030	49	20	does	do	AUX
easat-3030	49	21	not	not	PART
easat-3030	49	22	support	support	VERB
easat-3030	49	23	xml	xml	NOUN
easat-3030	49	24	format	format	NOUN
easat-3030	49	25	.	.	PUNCT
easat-3030	50	1	the	the	DET
easat-3030	50	2	nosql	nosql	NOUN
easat-3030	50	3	is	be	AUX
easat-3030	50	4	different	different	ADJ
easat-3030	50	5	from	from	ADP
easat-3030	50	6	sql	sql	NOUN
easat-3030	50	7	because	because	SCONJ
easat-3030	50	8	it	it	PRON
easat-3030	50	9	is	be	AUX
easat-3030	50	10	nonrelational	nonrelational	ADJ
easat-3030	50	11	and	and	CCONJ
easat-3030	50	12	can	can	AUX
easat-3030	50	13	directly	directly	ADV
easat-3030	50	14	access	access	VERB
easat-3030	50	15	xml	xml	NOUN
easat-3030	50	16	,	,	PUNCT
easat-3030	50	17	so	so	SCONJ
easat-3030	50	18	nosql	nosql	PROPN
easat-3030	50	19	can	can	AUX
easat-3030	50	20	improve	improve	VERB
easat-3030	50	21	the	the	DET
easat-3030	50	22	database	database	NOUN
easat-3030	50	23	's	's	PART
easat-3030	50	24	access	access	NOUN
easat-3030	50	25	performance	performance	NOUN
easat-3030	50	26	.	.	PUNCT
easat-3030	51	1	figure	figure	NOUN
easat-3030	51	2	2(b	2(b	NUM
easat-3030	51	3	)	)	PUNCT
easat-3030	51	4	shows	show	VERB
easat-3030	51	5	the	the	DET
easat-3030	51	6	access	access	NOUN
easat-3030	51	7	performance	performance	NOUN
easat-3030	51	8	evaluation	evaluation	NOUN
easat-3030	51	9	flow	flow	NOUN
easat-3030	51	10	for	for	ADP
easat-3030	51	11	databases	database	NOUN
easat-3030	51	12	.	.	PUNCT
easat-3030	52	1	4792	4792	NUM
easat-3030	52	2	edelweiss	edelweiss	PROPN
easat-3030	52	3	applied	apply	VERB
easat-3030	52	4	science	science	NOUN
easat-3030	52	5	and	and	CCONJ
easat-3030	52	6	technology	technology	NOUN
easat-3030	52	7	issn	issn	PROPN
easat-3030	52	8	:	:	PUNCT
easat-3030	52	9	2576	2576	NUM
easat-3030	52	10	-	-	SYM
easat-3030	52	11	8484	8484	NUM
easat-3030	52	12	vol	vol	NOUN
easat-3030	52	13	.	.	PROPN
easat-3030	52	14	8	8	NUM
easat-3030	52	15	,	,	PUNCT
easat-3030	52	16	no	no	INTJ
easat-3030	52	17	.	.	NOUN
easat-3030	53	1	6	6	NUM
easat-3030	53	2	:	:	SYM
easat-3030	53	3	4790	4790	NUM
easat-3030	53	4	-	-	SYM
easat-3030	53	5	4800	4800	NUM
easat-3030	53	6	,	,	PUNCT
easat-3030	53	7	2024	2024	NUM
easat-3030	53	8	doi	doi	NOUN
easat-3030	53	9	:	:	PUNCT
easat-3030	53	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	53	11	©	©	ADP
easat-3030	53	12	2024	2024	NUM
easat-3030	53	13	by	by	ADP
easat-3030	53	14	the	the	DET
easat-3030	53	15	authors	author	NOUN
easat-3030	53	16	;	;	PUNCT
easat-3030	53	17	licensee	licensee	PROPN
easat-3030	53	18	learning	learn	VERB
easat-3030	53	19	gate	gate	NOUN
easat-3030	53	20	figure	figure	NOUN
easat-3030	53	21	2	2	NUM
easat-3030	53	22	.	.	PUNCT
easat-3030	53	23	performance	performance	NOUN
easat-3030	53	24	evaluation	evaluation	NOUN
easat-3030	53	25	flows	flow	NOUN
easat-3030	53	26	of	of	ADP
easat-3030	53	27	web	web	NOUN
easat-3030	53	28	services	service	NOUN
easat-3030	53	29	and	and	CCONJ
easat-3030	53	30	databases	database	NOUN
easat-3030	53	31	.	.	PUNCT
easat-3030	54	1	3	3	X
easat-3030	54	2	.	.	X
easat-3030	54	3	distribution	distribution	NOUN
easat-3030	54	4	transformer	transformer	NOUN
easat-3030	54	5	monitoring	monitoring	NOUN
easat-3030	54	6	to	to	PART
easat-3030	54	7	prevent	prevent	VERB
easat-3030	54	8	distribution	distribution	NOUN
easat-3030	54	9	transformer	transformer	NOUN
easat-3030	54	10	overload	overload	NOUN
easat-3030	54	11	and	and	CCONJ
easat-3030	54	12	reduce	reduce	VERB
easat-3030	54	13	the	the	DET
easat-3030	54	14	voltage	voltage	NOUN
easat-3030	54	15	variation	variation	NOUN
easat-3030	54	16	of	of	ADP
easat-3030	54	17	the	the	DET
easat-3030	54	18	feeder	feeder	NOUN
easat-3030	54	19	with	with	ADP
easat-3030	54	20	high	high	ADJ
easat-3030	54	21	-	-	PUNCT
easat-3030	54	22	penetration	penetration	NOUN
easat-3030	54	23	of	of	ADP
easat-3030	54	24	renewable	renewable	ADJ
easat-3030	54	25	energy	energy	NOUN
easat-3030	54	26	in	in	ADP
easat-3030	54	27	distribution	distribution	NOUN
easat-3030	54	28	systems	system	NOUN
easat-3030	54	29	.	.	PUNCT
easat-3030	55	1	the	the	DET
easat-3030	55	2	ttus	ttus	NOUN
easat-3030	55	3	are	be	AUX
easat-3030	55	4	installed	instal	VERB
easat-3030	55	5	to	to	PART
easat-3030	55	6	monitor	monitor	VERB
easat-3030	55	7	the	the	DET
easat-3030	55	8	voltages	voltage	NOUN
easat-3030	55	9	,	,	PUNCT
easat-3030	55	10	currents	current	NOUN
easat-3030	55	11	,	,	PUNCT
easat-3030	55	12	and	and	CCONJ
easat-3030	55	13	loadings	loading	NOUN
easat-3030	55	14	of	of	ADP
easat-3030	55	15	distribution	distribution	NOUN
easat-3030	55	16	transformers	transformer	NOUN
easat-3030	55	17	.	.	PUNCT
easat-3030	56	1	long	long	ADJ
easat-3030	56	2	-	-	PUNCT
easat-3030	56	3	range	range	NOUN
easat-3030	56	4	(	(	PUNCT
easat-3030	56	5	lora	lora	NOUN
easat-3030	56	6	)	)	PUNCT
easat-3030	56	7	wireless	wireless	ADJ
easat-3030	56	8	communication	communication	NOUN
easat-3030	56	9	is	be	AUX
easat-3030	56	10	used	use	VERB
easat-3030	56	11	to	to	PART
easat-3030	56	12	transmit	transmit	VERB
easat-3030	56	13	ttu	ttu	PROPN
easat-3030	56	14	measurement	measurement	PROPN
easat-3030	56	15	data	datum	NOUN
easat-3030	56	16	to	to	ADP
easat-3030	56	17	the	the	DET
easat-3030	56	18	dcu	dcu	PROPN
easat-3030	56	19	,	,	PUNCT
easat-3030	56	20	and	and	CCONJ
easat-3030	56	21	the	the	DET
easat-3030	56	22	4	4	NUM
easat-3030	56	23	g	g	NOUN
easat-3030	56	24	mobile	mobile	ADJ
easat-3030	56	25	wireless	wireless	NOUN
easat-3030	56	26	communication	communication	NOUN
easat-3030	56	27	is	be	AUX
easat-3030	56	28	used	use	VERB
easat-3030	56	29	to	to	PART
easat-3030	56	30	transmit	transmit	VERB
easat-3030	56	31	dcu	dcu	PROPN
easat-3030	56	32	data	datum	NOUN
easat-3030	56	33	to	to	ADP
easat-3030	56	34	tms	tms	PROPN
easat-3030	56	35	to	to	PART
easat-3030	56	36	monitor	monitor	VERB
easat-3030	56	37	the	the	DET
easat-3030	56	38	status	status	NOUN
easat-3030	56	39	of	of	ADP
easat-3030	56	40	distribution	distribution	NOUN
easat-3030	56	41	transformers	transformer	NOUN
easat-3030	56	42	in	in	ADP
easat-3030	56	43	real	real	ADJ
easat-3030	56	44	time	time	NOUN
easat-3030	56	45	.	.	PUNCT
easat-3030	57	1	then	then	ADV
easat-3030	57	2	,	,	PUNCT
easat-3030	57	3	the	the	DET
easat-3030	57	4	web	web	NOUN
easat-3030	57	5	service	service	NOUN
easat-3030	57	6	of	of	ADP
easat-3030	57	7	tms	tms	PROPN
easat-3030	57	8	is	be	AUX
easat-3030	57	9	used	use	VERB
easat-3030	57	10	as	as	ADP
easat-3030	57	11	the	the	DET
easat-3030	57	12	interface	interface	NOUN
easat-3030	57	13	to	to	PART
easat-3030	57	14	exchange	exchange	VERB
easat-3030	57	15	data	datum	NOUN
easat-3030	57	16	for	for	ADP
easat-3030	57	17	adms	adm	NOUN
easat-3030	57	18	.	.	PUNCT
easat-3030	58	1	figure	figure	NOUN
easat-3030	58	2	3	3	NUM
easat-3030	58	3	shows	show	VERB
easat-3030	58	4	the	the	DET
easat-3030	58	5	communication	communication	NOUN
easat-3030	58	6	architecture	architecture	NOUN
easat-3030	58	7	,	,	PUNCT
easat-3030	58	8	including	include	VERB
easat-3030	58	9	ttu	ttu	PROPN
easat-3030	58	10	,	,	PUNCT
easat-3030	58	11	dcu	dcu	PROPN
easat-3030	58	12	,	,	PUNCT
easat-3030	58	13	tms	tms	PROPN
easat-3030	58	14	,	,	PUNCT
easat-3030	58	15	and	and	CCONJ
easat-3030	58	16	adms	adm	NOUN
easat-3030	58	17	,	,	PUNCT
easat-3030	58	18	for	for	ADP
easat-3030	58	19	real	real	ADJ
easat-3030	58	20	-	-	PUNCT
easat-3030	58	21	time	time	NOUN
easat-3030	58	22	monitoring	monitoring	NOUN
easat-3030	58	23	of	of	ADP
easat-3030	58	24	distribution	distribution	NOUN
easat-3030	58	25	transformers	transformer	NOUN
easat-3030	58	26	.	.	PUNCT
easat-3030	59	1	4793	4793	NUM
easat-3030	59	2	edelweiss	edelweiss	PROPN
easat-3030	59	3	applied	apply	VERB
easat-3030	59	4	science	science	NOUN
easat-3030	59	5	and	and	CCONJ
easat-3030	59	6	technology	technology	NOUN
easat-3030	59	7	issn	issn	PROPN
easat-3030	59	8	:	:	PUNCT
easat-3030	59	9	2576	2576	NUM
easat-3030	59	10	-	-	SYM
easat-3030	59	11	8484	8484	NUM
easat-3030	59	12	vol	vol	NOUN
easat-3030	59	13	.	.	PROPN
easat-3030	59	14	8	8	NUM
easat-3030	59	15	,	,	PUNCT
easat-3030	59	16	no	no	INTJ
easat-3030	59	17	.	.	NOUN
easat-3030	60	1	6	6	NUM
easat-3030	60	2	:	:	SYM
easat-3030	60	3	4790	4790	NUM
easat-3030	60	4	-	-	SYM
easat-3030	60	5	4800	4800	NUM
easat-3030	60	6	,	,	PUNCT
easat-3030	60	7	2024	2024	NUM
easat-3030	60	8	doi	doi	NOUN
easat-3030	60	9	:	:	PUNCT
easat-3030	60	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	60	11	©	©	ADP
easat-3030	60	12	2024	2024	NUM
easat-3030	60	13	by	by	ADP
easat-3030	60	14	the	the	DET
easat-3030	60	15	authors	author	NOUN
easat-3030	60	16	;	;	PUNCT
easat-3030	60	17	licensee	licensee	PROPN
easat-3030	60	18	learning	learn	VERB
easat-3030	60	19	gate	gate	PROPN
easat-3030	60	20	figure	figure	NOUN
easat-3030	60	21	3	3	NUM
easat-3030	60	22	.	.	PUNCT
easat-3030	61	1	the	the	DET
easat-3030	61	2	communication	communication	NOUN
easat-3030	61	3	architecture	architecture	NOUN
easat-3030	61	4	for	for	ADP
easat-3030	61	5	distribution	distribution	NOUN
easat-3030	61	6	transformer	transformer	NOUN
easat-3030	61	7	monitoring	monitoring	NOUN
easat-3030	61	8	.	.	PUNCT
easat-3030	62	1	to	to	PART
easat-3030	62	2	exchange	exchange	VERB
easat-3030	62	3	data	datum	NOUN
easat-3030	62	4	,	,	PUNCT
easat-3030	62	5	the	the	DET
easat-3030	62	6	cim	cim	NOUN
easat-3030	62	7	is	be	AUX
easat-3030	62	8	utilized	utilize	VERB
easat-3030	62	9	as	as	ADP
easat-3030	62	10	a	a	DET
easat-3030	62	11	model	model	NOUN
easat-3030	62	12	between	between	ADP
easat-3030	62	13	tms	tms	PROPN
easat-3030	62	14	and	and	CCONJ
easat-3030	62	15	adms	adm	NOUN
easat-3030	62	16	.	.	PUNCT
easat-3030	63	1	the	the	DET
easat-3030	63	2	cim	cim	NOUN
easat-3030	63	3	includes	include	VERB
easat-3030	63	4	basic	basic	ADJ
easat-3030	63	5	information	information	NOUN
easat-3030	63	6	such	such	ADJ
easat-3030	63	7	as	as	ADP
easat-3030	63	8	the	the	DET
easat-3030	63	9	phase	phase	NOUN
easat-3030	63	10	of	of	ADP
easat-3030	63	11	a	a	DET
easat-3030	63	12	distribution	distribution	NOUN
easat-3030	63	13	transformer	transformer	NOUN
easat-3030	63	14	and	and	CCONJ
easat-3030	63	15	utility	utility	NOUN
easat-3030	63	16	facility	facility	NOUN
easat-3030	63	17	identification	identification	NOUN
easat-3030	63	18	(	(	PUNCT
easat-3030	63	19	ufid	ufid	ADJ
easat-3030	63	20	)	)	PUNCT
easat-3030	63	21	.	.	PUNCT
easat-3030	64	1	also	also	ADV
easat-3030	64	2	,	,	PUNCT
easat-3030	64	3	the	the	DET
easat-3030	64	4	measured	measured	ADJ
easat-3030	64	5	power	power	NOUN
easat-3030	64	6	parameters	parameter	NOUN
easat-3030	64	7	such	such	ADJ
easat-3030	64	8	as	as	ADP
easat-3030	64	9	line	line	NOUN
easat-3030	64	10	voltage	voltage	NOUN
easat-3030	64	11	(	(	PUNCT
easat-3030	64	12	linevoltagevx1	linevoltagevx1	NOUN
easat-3030	64	13	)	)	PUNCT
easat-3030	64	14	,	,	PUNCT
easat-3030	64	15	line	line	NOUN
easat-3030	64	16	current	current	ADJ
easat-3030	64	17	(	(	PUNCT
easat-3030	64	18	linecurrentix1	linecurrentix1	NOUN
easat-3030	64	19	)	)	PUNCT
easat-3030	64	20	,	,	PUNCT
easat-3030	64	21	active	active	ADJ
easat-3030	64	22	power	power	NOUN
easat-3030	64	23	(	(	PUNCT
easat-3030	64	24	activepowerp1	activepowerp1	NOUN
easat-3030	64	25	)	)	PUNCT
easat-3030	64	26	,	,	PUNCT
easat-3030	64	27	and	and	CCONJ
easat-3030	64	28	reactive	reactive	ADJ
easat-3030	64	29	power	power	NOUN
easat-3030	64	30	(	(	PUNCT
easat-3030	64	31	reactivepowerq1	reactivepowerq1	NOUN
easat-3030	64	32	)	)	PUNCT
easat-3030	64	33	,	,	PUNCT
easat-3030	64	34	etc	etc	X
easat-3030	64	35	.	.	X
easat-3030	64	36	are	be	AUX
easat-3030	64	37	included	include	VERB
easat-3030	64	38	in	in	ADP
easat-3030	64	39	the	the	DET
easat-3030	64	40	cim	cim	NOUN
easat-3030	64	41	.	.	PUNCT
easat-3030	65	1	to	to	PART
easat-3030	65	2	convert	convert	VERB
easat-3030	65	3	ttu	ttu	PROPN
easat-3030	65	4	data	datum	NOUN
easat-3030	65	5	to	to	ADP
easat-3030	65	6	cim	cim	PROPN
easat-3030	65	7	in	in	ADP
easat-3030	65	8	tms	tms	PROPN
easat-3030	65	9	,	,	PUNCT
easat-3030	65	10	the	the	DET
easat-3030	65	11	access	access	NOUN
easat-3030	65	12	module	module	NOUN
easat-3030	65	13	is	be	AUX
easat-3030	65	14	designed	design	VERB
easat-3030	65	15	in	in	ADP
easat-3030	65	16	api	api	NOUN
easat-3030	65	17	and	and	CCONJ
easat-3030	65	18	includes	include	VERB
easat-3030	65	19	a	a	DET
easat-3030	65	20	subroutine	subroutine	NOUN
easat-3030	65	21	that	that	PRON
easat-3030	65	22	converts	convert	VERB
easat-3030	65	23	ttu	ttu	PROPN
easat-3030	65	24	raw	raw	ADJ
easat-3030	65	25	data	datum	NOUN
easat-3030	65	26	to	to	PART
easat-3030	65	27	xml	xml	NOUN
easat-3030	65	28	format	format	NOUN
easat-3030	65	29	.	.	PUNCT
easat-3030	66	1	then	then	ADV
easat-3030	66	2	,	,	PUNCT
easat-3030	66	3	the	the	DET
easat-3030	66	4	web	web	NOUN
easat-3030	66	5	services	service	NOUN
easat-3030	66	6	such	such	ADJ
easat-3030	66	7	as	as	ADP
easat-3030	66	8	soap	soap	NOUN
easat-3030	66	9	or	or	CCONJ
easat-3030	66	10	restful	restful	ADJ
easat-3030	66	11	are	be	AUX
easat-3030	66	12	used	use	VERB
easat-3030	66	13	for	for	ADP
easat-3030	66	14	data	datum	NOUN
easat-3030	66	15	exchange	exchange	NOUN
easat-3030	66	16	.	.	PUNCT
easat-3030	67	1	before	before	ADP
easat-3030	67	2	data	datum	NOUN
easat-3030	67	3	exchange	exchange	NOUN
easat-3030	67	4	between	between	ADP
easat-3030	67	5	tms	tms	PROPN
easat-3030	67	6	and	and	CCONJ
easat-3030	67	7	adms	adm	NOUN
easat-3030	67	8	,	,	PUNCT
easat-3030	67	9	the	the	DET
easat-3030	67	10	api	api	NOUN
easat-3030	67	11	also	also	ADV
easat-3030	67	12	designed	design	VERB
easat-3030	67	13	an	an	DET
easat-3030	67	14	authorization	authorization	NOUN
easat-3030	67	15	module	module	NOUN
easat-3030	67	16	with	with	ADP
easat-3030	67	17	an	an	DET
easat-3030	67	18	account	account	NOUN
easat-3030	67	19	and	and	CCONJ
easat-3030	67	20	password	password	NOUN
easat-3030	67	21	to	to	PART
easat-3030	67	22	prevent	prevent	VERB
easat-3030	67	23	unauthorized	unauthorized	ADJ
easat-3030	67	24	logins	login	NOUN
easat-3030	67	25	.	.	PUNCT
easat-3030	68	1	4	4	X
easat-3030	68	2	.	.	X
easat-3030	68	3	performance	performance	NOUN
easat-3030	68	4	evaluation	evaluation	NOUN
easat-3030	68	5	of	of	ADP
easat-3030	68	6	data	datum	NOUN
easat-3030	68	7	exchange	exchange	VERB
easat-3030	68	8	the	the	DET
easat-3030	68	9	performance	performance	NOUN
easat-3030	68	10	of	of	ADP
easat-3030	68	11	soap	soap	NOUN
easat-3030	68	12	and	and	CCONJ
easat-3030	68	13	restful	restful	ADJ
easat-3030	68	14	are	be	AUX
easat-3030	68	15	compared	compare	VERB
easat-3030	68	16	in	in	ADP
easat-3030	68	17	this	this	DET
easat-3030	68	18	paper	paper	NOUN
easat-3030	68	19	to	to	PART
easat-3030	68	20	evaluate	evaluate	VERB
easat-3030	68	21	which	which	DET
easat-3030	68	22	web	web	NOUN
easat-3030	68	23	service	service	NOUN
easat-3030	68	24	is	be	AUX
easat-3030	68	25	more	more	ADV
easat-3030	68	26	efficient	efficient	ADJ
easat-3030	68	27	for	for	ADP
easat-3030	68	28	data	datum	NOUN
easat-3030	68	29	exchange	exchange	NOUN
easat-3030	68	30	between	between	ADP
easat-3030	68	31	tms	tms	PROPN
easat-3030	68	32	and	and	CCONJ
easat-3030	68	33	adms	adm	NOUN
easat-3030	68	34	.	.	PUNCT
easat-3030	69	1	in	in	ADP
easat-3030	69	2	the	the	DET
easat-3030	69	3	soap	soap	NOUN
easat-3030	69	4	,	,	PUNCT
easat-3030	69	5	it	it	PRON
easat-3030	69	6	utilizes	utilize	VERB
easat-3030	69	7	the	the	DET
easat-3030	69	8	post	post	NOUN
easat-3030	69	9	method	method	NOUN
easat-3030	69	10	to	to	PART
easat-3030	69	11	exchange	exchange	VERB
easat-3030	69	12	data.[5	data.[5	NOUN
easat-3030	69	13	]	]	PUNCT
easat-3030	69	14	the	the	DET
easat-3030	69	15	envelope	envelope	NOUN
easat-3030	69	16	of	of	ADP
easat-3030	69	17	the	the	DET
easat-3030	69	18	soap	soap	NOUN
easat-3030	69	19	includes	include	VERB
easat-3030	69	20	the	the	DET
easat-3030	69	21	xml	xml	NOUN
easat-3030	69	22	format	format	NOUN
easat-3030	69	23	based	base	VERB
easat-3030	69	24	on	on	ADP
easat-3030	69	25	cim	cim	NOUN
easat-3030	69	26	to	to	PART
easat-3030	69	27	exchange	exchange	VERB
easat-3030	69	28	information	information	NOUN
easat-3030	69	29	between	between	ADP
easat-3030	69	30	the	the	DET
easat-3030	69	31	tms	tms	PROPN
easat-3030	69	32	and	and	CCONJ
easat-3030	69	33	the	the	DET
easat-3030	69	34	adms	adm	NOUN
easat-3030	69	35	under	under	ADP
easat-3030	69	36	the	the	DET
easat-3030	69	37	security	security	NOUN
easat-3030	69	38	certification	certification	NOUN
easat-3030	69	39	.	.	PUNCT
easat-3030	70	1	when	when	SCONJ
easat-3030	70	2	tms	tms	PROPN
easat-3030	70	3	receives	receive	VERB
easat-3030	70	4	a	a	DET
easat-3030	70	5	data	data	NOUN
easat-3030	70	6	request	request	NOUN
easat-3030	70	7	from	from	ADP
easat-3030	70	8	adms	adm	NOUN
easat-3030	70	9	,	,	PUNCT
easat-3030	70	10	the	the	DET
easat-3030	70	11	tms	tms	PROPN
easat-3030	70	12	retrieves	retrieve	VERB
easat-3030	70	13	ttus	ttus	NOUN
easat-3030	70	14	data	datum	NOUN
easat-3030	70	15	and	and	CCONJ
easat-3030	70	16	appends	append	VERB
easat-3030	70	17	it	it	PRON
easat-3030	70	18	to	to	ADP
easat-3030	70	19	the	the	DET
easat-3030	70	20	body	body	NOUN
easat-3030	70	21	section	section	NOUN
easat-3030	70	22	in	in	ADP
easat-3030	70	23	an	an	DET
easat-3030	70	24	envelope	envelope	NOUN
easat-3030	70	25	,	,	PUNCT
easat-3030	70	26	then	then	ADV
easat-3030	70	27	transmits	transmit	VERB
easat-3030	70	28	it	it	PRON
easat-3030	70	29	to	to	ADP
easat-3030	70	30	the	the	DET
easat-3030	70	31	adms	adm	NOUN
easat-3030	70	32	.	.	PUNCT
easat-3030	71	1	different	different	ADJ
easat-3030	71	2	from	from	ADP
easat-3030	71	3	soap	soap	NOUN
easat-3030	71	4	,	,	PUNCT
easat-3030	71	5	restful	restful	ADJ
easat-3030	71	6	uses	use	VERB
easat-3030	71	7	a	a	DET
easat-3030	71	8	uri	uri	NOUN
easat-3030	71	9	based	base	VERB
easat-3030	71	10	on	on	ADP
easat-3030	71	11	the	the	DET
easat-3030	71	12	hypertext	hypertext	NOUN
easat-3030	71	13	transfer	transfer	NOUN
easat-3030	71	14	protocol	protocol	NOUN
easat-3030	71	15	(	(	PUNCT
easat-3030	71	16	http	http	ADJ
easat-3030	71	17	)	)	PUNCT
easat-3030	71	18	,	,	PUNCT
easat-3030	71	19	which	which	PRON
easat-3030	71	20	includes	include	VERB
easat-3030	71	21	three	three	NUM
easat-3030	71	22	aspects	aspect	NOUN
easat-3030	71	23	:	:	PUNCT
easat-3030	71	24	(	(	PUNCT
easat-3030	71	25	a	a	X
easat-3030	71	26	)	)	PUNCT
easat-3030	71	27	security	security	NOUN
easat-3030	71	28	certification	certification	NOUN
easat-3030	71	29	for	for	ADP
easat-3030	71	30	data	datum	NOUN
easat-3030	71	31	accessing	access	VERB
easat-3030	71	32	,	,	PUNCT
easat-3030	71	33	(	(	PUNCT
easat-3030	71	34	b	b	NOUN
easat-3030	71	35	)	)	PUNCT
easat-3030	71	36	ip	ip	ADJ
easat-3030	71	37	address	address	NOUN
easat-3030	71	38	and	and	CCONJ
easat-3030	71	39	port	port	NOUN
easat-3030	71	40	number	number	NOUN
easat-3030	71	41	management	management	NOUN
easat-3030	71	42	system	system	NOUN
easat-3030	71	43	,	,	PUNCT
easat-3030	71	44	and	and	CCONJ
easat-3030	71	45	(	(	PUNCT
easat-3030	71	46	c	c	NOUN
easat-3030	71	47	)	)	PUNCT
easat-3030	71	48	extended	extend	VERB
easat-3030	71	49	uri	uri	NOUN
easat-3030	71	50	for	for	ADP
easat-3030	71	51	accessing	access	VERB
easat-3030	71	52	specific	specific	ADJ
easat-3030	71	53	information	information	NOUN
easat-3030	71	54	such	such	ADJ
easat-3030	71	55	as	as	ADP
easat-3030	71	56	ttu	ttu	PROPN
easat-3030	71	57	’s	’s	PART
easat-3030	71	58	ufid.[6	ufid.[6	NOUN
easat-3030	71	59	]	]	PUNCT
easat-3030	71	60	to	to	PART
easat-3030	71	61	exchange	exchange	VERB
easat-3030	71	62	specific	specific	ADJ
easat-3030	71	63	information	information	NOUN
easat-3030	71	64	about	about	ADP
easat-3030	71	65	ttu	ttu	PROPN
easat-3030	71	66	from	from	ADP
easat-3030	71	67	tms	tms	PROPN
easat-3030	71	68	,	,	PUNCT
easat-3030	71	69	the	the	DET
easat-3030	71	70	uri	uri	PROPN
easat-3030	71	71	path	path	NOUN
easat-3030	71	72	can	can	AUX
easat-3030	71	73	be	be	AUX
easat-3030	71	74	defined	define	VERB
easat-3030	71	75	based	base	VERB
easat-3030	71	76	on	on	ADP
easat-3030	71	77	cim	cim	PROPN
easat-3030	71	78	,	,	PUNCT
easat-3030	71	79	such	such	ADJ
easat-3030	71	80	as	as	ADP
easat-3030	71	81	reading	read	VERB
easat-3030	71	82	all	all	PRON
easat-3030	71	83	of	of	ADP
easat-3030	71	84	ttu	ttu	PROPN
easat-3030	71	85	measurement	measurement	PROPN
easat-3030	71	86	information	information	NOUN
easat-3030	71	87	or	or	CCONJ
easat-3030	71	88	only	only	ADV
easat-3030	71	89	reading	read	VERB
easat-3030	71	90	line	line	NOUN
easat-3030	71	91	voltage	voltage	NOUN
easat-3030	71	92	.	.	PUNCT
easat-3030	72	1	figure	figure	NOUN
easat-3030	72	2	4(a	4(a	NUM
easat-3030	72	3	)	)	PUNCT
easat-3030	72	4	and	and	CCONJ
easat-3030	72	5	figure	figure	VERB
easat-3030	72	6	4(b	4(b	NUM
easat-3030	72	7	)	)	PUNCT
easat-3030	72	8	show	show	VERB
easat-3030	72	9	the	the	DET
easat-3030	72	10	ttu	ttu	PROPN
easat-3030	72	11	information	information	NOUN
easat-3030	72	12	using	use	VERB
easat-3030	72	13	soap	soap	NOUN
easat-3030	72	14	and	and	CCONJ
easat-3030	72	15	restful	restful	ADJ
easat-3030	72	16	for	for	ADP
easat-3030	72	17	data	datum	NOUN
easat-3030	72	18	exchange	exchange	NOUN
easat-3030	72	19	respectively	respectively	ADV
easat-3030	72	20	.	.	PUNCT
easat-3030	73	1	4794	4794	NUM
easat-3030	73	2	edelweiss	edelweiss	PROPN
easat-3030	73	3	applied	apply	VERB
easat-3030	73	4	science	science	NOUN
easat-3030	73	5	and	and	CCONJ
easat-3030	73	6	technology	technology	NOUN
easat-3030	73	7	issn	issn	PROPN
easat-3030	73	8	:	:	PUNCT
easat-3030	73	9	2576	2576	NUM
easat-3030	73	10	-	-	SYM
easat-3030	73	11	8484	8484	NUM
easat-3030	73	12	vol	vol	NOUN
easat-3030	73	13	.	.	PROPN
easat-3030	73	14	8	8	NUM
easat-3030	73	15	,	,	PUNCT
easat-3030	73	16	no	no	INTJ
easat-3030	73	17	.	.	NOUN
easat-3030	74	1	6	6	NUM
easat-3030	74	2	:	:	SYM
easat-3030	74	3	4790	4790	NUM
easat-3030	74	4	-	-	SYM
easat-3030	74	5	4800	4800	NUM
easat-3030	74	6	,	,	PUNCT
easat-3030	74	7	2024	2024	NUM
easat-3030	74	8	doi	doi	NOUN
easat-3030	74	9	:	:	PUNCT
easat-3030	74	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	74	11	©	©	ADP
easat-3030	74	12	2024	2024	NUM
easat-3030	74	13	by	by	ADP
easat-3030	74	14	the	the	DET
easat-3030	74	15	authors	author	NOUN
easat-3030	74	16	;	;	PUNCT
easat-3030	74	17	licensee	licensee	PROPN
easat-3030	74	18	learning	learning	NOUN
easat-3030	74	19	gate	gate	NOUN
easat-3030	74	20	(	(	PUNCT
easat-3030	74	21	a	a	PRON
easat-3030	74	22	)	)	PUNCT
easat-3030	74	23	soap	soap	NOUN
easat-3030	74	24	(	(	PUNCT
easat-3030	74	25	b	b	NOUN
easat-3030	74	26	)	)	PUNCT
easat-3030	74	27	restful	restful	ADJ
easat-3030	74	28	figure	figure	NOUN
easat-3030	74	29	4	4	NUM
easat-3030	74	30	.	.	PUNCT
easat-3030	75	1	ttu	ttu	PROPN
easat-3030	75	2	basic	basic	ADJ
easat-3030	75	3	and	and	CCONJ
easat-3030	75	4	measurement	measurement	NOUN
easat-3030	75	5	information	information	NOUN
easat-3030	75	6	in	in	ADP
easat-3030	75	7	different	different	ADJ
easat-3030	75	8	web	web	NOUN
easat-3030	75	9	services	service	NOUN
easat-3030	75	10	.	.	PUNCT
easat-3030	76	1	to	to	PART
easat-3030	76	2	record	record	VERB
easat-3030	76	3	ttu	ttu	PROPN
easat-3030	76	4	real	real	ADJ
easat-3030	76	5	-	-	PUNCT
easat-3030	76	6	time	time	NOUN
easat-3030	76	7	information	information	NOUN
easat-3030	76	8	,	,	PUNCT
easat-3030	76	9	this	this	DET
easat-3030	76	10	study	study	NOUN
easat-3030	76	11	selects	select	VERB
easat-3030	76	12	the	the	DET
easat-3030	76	13	sql	sql	NOUN
easat-3030	76	14	and	and	CCONJ
easat-3030	76	15	nosql	nosql	ADJ
easat-3030	76	16	databases	database	NOUN
easat-3030	76	17	to	to	PART
easat-3030	76	18	compare	compare	VERB
easat-3030	76	19	their	their	PRON
easat-3030	76	20	access	access	NOUN
easat-3030	76	21	performance	performance	NOUN
easat-3030	76	22	.	.	PUNCT
easat-3030	77	1	the	the	DET
easat-3030	77	2	results	result	NOUN
easat-3030	77	3	provide	provide	VERB
easat-3030	77	4	a	a	DET
easat-3030	77	5	database	database	NOUN
easat-3030	77	6	selection	selection	NOUN
easat-3030	77	7	for	for	ADP
easat-3030	77	8	accessing	access	VERB
easat-3030	77	9	xml	xml	NOUN
easat-3030	77	10	format	format	NOUN
easat-3030	77	11	when	when	SCONJ
easat-3030	77	12	exchanging	exchange	VERB
easat-3030	77	13	data	datum	NOUN
easat-3030	77	14	based	base	VERB
easat-3030	77	15	on	on	ADP
easat-3030	77	16	cim	cim	PROPN
easat-3030	77	17	.	.	PUNCT
easat-3030	78	1	in	in	ADP
easat-3030	78	2	the	the	DET
easat-3030	78	3	sql	sql	NOUN
easat-3030	78	4	database	database	NOUN
easat-3030	78	5	,	,	PUNCT
easat-3030	78	6	data	datum	NOUN
easat-3030	78	7	can	can	AUX
easat-3030	78	8	not	not	PART
easat-3030	78	9	be	be	AUX
easat-3030	78	10	directly	directly	ADV
easat-3030	78	11	accessed	access	VERB
easat-3030	78	12	in	in	ADP
easat-3030	78	13	xml	xml	NOUN
easat-3030	78	14	format	format	NOUN
easat-3030	78	15	.	.	PUNCT
easat-3030	79	1	the	the	DET
easat-3030	79	2	conversion	conversion	NOUN
easat-3030	79	3	program	program	NOUN
easat-3030	79	4	is	be	AUX
easat-3030	79	5	developed	develop	VERB
easat-3030	79	6	in	in	ADP
easat-3030	79	7	this	this	DET
easat-3030	79	8	paper	paper	NOUN
easat-3030	79	9	to	to	PART
easat-3030	79	10	convert	convert	VERB
easat-3030	79	11	xml	xml	NOUN
easat-3030	79	12	and	and	CCONJ
easat-3030	79	13	insert	insert	VERB
easat-3030	79	14	data	datum	NOUN
easat-3030	79	15	into	into	ADP
easat-3030	79	16	relational	relational	ADJ
easat-3030	79	17	tables.[7	tables.[7	NOUN
easat-3030	79	18	]	]	PUNCT
easat-3030	79	19	to	to	PART
easat-3030	79	20	increase	increase	VERB
easat-3030	79	21	access	access	NOUN
easat-3030	79	22	performance	performance	NOUN
easat-3030	79	23	in	in	ADP
easat-3030	79	24	xml	xml	NOUN
easat-3030	79	25	format	format	NOUN
easat-3030	79	26	,	,	PUNCT
easat-3030	79	27	an	an	DET
easat-3030	79	28	open	open	ADJ
easat-3030	79	29	-	-	PUNCT
easat-3030	79	30	source	source	NOUN
easat-3030	79	31	native	native	ADJ
easat-3030	79	32	xml	xml	NOUN
easat-3030	79	33	database	database	NOUN
easat-3030	79	34	called	call	VERB
easat-3030	79	35	nosql	nosql	NOUN
easat-3030	79	36	is	be	AUX
easat-3030	79	37	selected	select	VERB
easat-3030	79	38	,	,	PUNCT
easat-3030	79	39	and	and	CCONJ
easat-3030	79	40	it	it	PRON
easat-3030	79	41	has	have	VERB
easat-3030	79	42	an	an	DET
easat-3030	79	43	xml	xml	NOUN
easat-3030	79	44	editor	editor	NOUN
easat-3030	79	45	that	that	PRON
easat-3030	79	46	features	feature	VERB
easat-3030	79	47	xquery	xquery	PROPN
easat-3030	79	48	to	to	PART
easat-3030	79	49	enable	enable	VERB
easat-3030	79	50	rapid	rapid	ADJ
easat-3030	79	51	query	query	NOUN
easat-3030	79	52	and	and	CCONJ
easat-3030	79	53	analysis	analysis	NOUN
easat-3030	79	54	of	of	ADP
easat-3030	79	55	xml	xml	NOUN
easat-3030	79	56	format	format	NOUN
easat-3030	79	57	.	.	PUNCT
easat-3030	80	1	also	also	ADV
easat-3030	80	2	,	,	PUNCT
easat-3030	80	3	the	the	DET
easat-3030	80	4	nosql	nosql	NOUN
easat-3030	80	5	offers	offer	VERB
easat-3030	80	6	authenticated	authenticate	VERB
easat-3030	80	7	users	user	NOUN
easat-3030	80	8	for	for	ADP
easat-3030	80	9	data	data	NOUN
easat-3030	80	10	security	security	NOUN
easat-3030	80	11	and	and	CCONJ
easat-3030	80	12	integrity	integrity	NOUN
easat-3030	80	13	.	.	PUNCT
easat-3030	81	1	the	the	DET
easat-3030	81	2	query	query	NOUN
easat-3030	81	3	engine	engine	NOUN
easat-3030	81	4	of	of	ADP
easat-3030	81	5	nosql	nosql	NOUN
easat-3030	81	6	specializes	specialize	VERB
easat-3030	81	7	in	in	ADP
easat-3030	81	8	efficiently	efficiently	ADV
easat-3030	81	9	processing	process	VERB
easat-3030	81	10	large	large	ADJ
easat-3030	81	11	quantities	quantity	NOUN
easat-3030	81	12	of	of	ADP
easat-3030	81	13	xml	xml	NOUN
easat-3030	81	14	data	datum	NOUN
easat-3030	81	15	[	[	X
easat-3030	81	16	8	8	NUM
easat-3030	81	17	-	-	SYM
easat-3030	81	18	9	9	NUM
easat-3030	81	19	]	]	PUNCT
easat-3030	81	20	.	.	PUNCT
easat-3030	82	1	figure	figure	NOUN
easat-3030	82	2	5	5	NUM
easat-3030	82	3	shows	show	VERB
easat-3030	82	4	that	that	SCONJ
easat-3030	82	5	the	the	DET
easat-3030	82	6	ttu	ttu	PROPN
easat-3030	82	7	data	data	PROPN
easat-3030	82	8	is	be	AUX
easat-3030	82	9	stored	store	VERB
easat-3030	82	10	in	in	ADP
easat-3030	82	11	the	the	DET
easat-3030	82	12	nosql	nosql	ADJ
easat-3030	82	13	database	database	NOUN
easat-3030	82	14	.	.	PUNCT
easat-3030	83	1	4795	4795	NUM
easat-3030	83	2	edelweiss	edelweiss	PROPN
easat-3030	83	3	applied	apply	VERB
easat-3030	83	4	science	science	NOUN
easat-3030	83	5	and	and	CCONJ
easat-3030	83	6	technology	technology	NOUN
easat-3030	83	7	issn	issn	PROPN
easat-3030	83	8	:	:	PUNCT
easat-3030	83	9	2576	2576	NUM
easat-3030	83	10	-	-	SYM
easat-3030	83	11	8484	8484	NUM
easat-3030	83	12	vol	vol	NOUN
easat-3030	83	13	.	.	PROPN
easat-3030	83	14	8	8	NUM
easat-3030	83	15	,	,	PUNCT
easat-3030	83	16	no	no	INTJ
easat-3030	83	17	.	.	NOUN
easat-3030	84	1	6	6	NUM
easat-3030	84	2	:	:	SYM
easat-3030	84	3	4790	4790	NUM
easat-3030	84	4	-	-	SYM
easat-3030	84	5	4800	4800	NUM
easat-3030	84	6	,	,	PUNCT
easat-3030	84	7	2024	2024	NUM
easat-3030	84	8	doi	doi	NOUN
easat-3030	84	9	:	:	PUNCT
easat-3030	84	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	84	11	©	©	ADP
easat-3030	84	12	2024	2024	NUM
easat-3030	84	13	by	by	ADP
easat-3030	84	14	the	the	DET
easat-3030	84	15	authors	author	NOUN
easat-3030	84	16	;	;	PUNCT
easat-3030	85	1	licensee	licensee	PROPN
easat-3030	85	2	learning	learn	VERB
easat-3030	85	3	gate	gate	PROPN
easat-3030	85	4	figure	figure	NOUN
easat-3030	85	5	5	5	NUM
easat-3030	85	6	.	.	PUNCT
easat-3030	85	7	ttu	ttu	PROPN
easat-3030	85	8	data	data	PROPN
easat-3030	85	9	is	be	AUX
easat-3030	85	10	stored	store	VERB
easat-3030	85	11	in	in	ADP
easat-3030	85	12	the	the	DET
easat-3030	85	13	nosql	nosql	ADJ
easat-3030	85	14	database	database	NOUN
easat-3030	85	15	.	.	PUNCT
easat-3030	86	1	the	the	DET
easat-3030	86	2	performance	performance	NOUN
easat-3030	86	3	comparisons	comparison	NOUN
easat-3030	86	4	of	of	ADP
easat-3030	86	5	the	the	DET
easat-3030	86	6	two	two	NUM
easat-3030	86	7	web	web	NOUN
easat-3030	86	8	services	service	NOUN
easat-3030	86	9	are	be	AUX
easat-3030	86	10	achieved	achieve	VERB
easat-3030	86	11	by	by	ADP
easat-3030	86	12	evaluating	evaluate	VERB
easat-3030	86	13	the	the	DET
easat-3030	86	14	required	require	VERB
easat-3030	86	15	time	time	NOUN
easat-3030	86	16	.	.	PUNCT
easat-3030	87	1	figure	figure	NOUN
easat-3030	87	2	6(a	6(a	NUM
easat-3030	87	3	)	)	PUNCT
easat-3030	87	4	illustrates	illustrate	VERB
easat-3030	87	5	soap	soap	NOUN
easat-3030	87	6	and	and	CCONJ
easat-3030	87	7	restful	restful	ADJ
easat-3030	87	8	web	web	NOUN
easat-3030	87	9	services	service	NOUN
easat-3030	87	10	performance	performance	NOUN
easat-3030	87	11	comparisons	comparison	NOUN
easat-3030	87	12	.	.	PUNCT
easat-3030	88	1	the	the	DET
easat-3030	88	2	results	result	NOUN
easat-3030	88	3	show	show	VERB
easat-3030	88	4	that	that	SCONJ
easat-3030	88	5	the	the	DET
easat-3030	88	6	restful	restful	ADJ
easat-3030	88	7	web	web	NOUN
easat-3030	88	8	service	service	NOUN
easat-3030	88	9	's	's	PART
easat-3030	88	10	data	datum	NOUN
easat-3030	88	11	exchange	exchange	NOUN
easat-3030	88	12	time	time	NOUN
easat-3030	88	13	is	be	AUX
easat-3030	88	14	0.009ms	0.009ms	NOUN
easat-3030	88	15	less	less	ADJ
easat-3030	88	16	than	than	ADP
easat-3030	88	17	0.016ms	0.016ms	NUM
easat-3030	88	18	of	of	ADP
easat-3030	88	19	the	the	DET
easat-3030	88	20	soap	soap	NOUN
easat-3030	88	21	.	.	PUNCT
easat-3030	89	1	besides	besides	SCONJ
easat-3030	89	2	,	,	PUNCT
easat-3030	89	3	this	this	DET
easat-3030	89	4	study	study	NOUN
easat-3030	89	5	also	also	ADV
easat-3030	89	6	performs	perform	VERB
easat-3030	89	7	the	the	DET
easat-3030	89	8	access	access	NOUN
easat-3030	89	9	performance	performance	NOUN
easat-3030	89	10	evaluation	evaluation	NOUN
easat-3030	89	11	with	with	ADP
easat-3030	89	12	the	the	DET
easat-3030	89	13	xml	xml	NOUN
easat-3030	89	14	format	format	NOUN
easat-3030	89	15	by	by	ADP
easat-3030	89	16	using	use	VERB
easat-3030	89	17	the	the	DET
easat-3030	89	18	designed	design	VERB
easat-3030	89	19	api	api	NOUN
easat-3030	89	20	for	for	ADP
easat-3030	89	21	sql	sql	NOUN
easat-3030	89	22	and	and	CCONJ
easat-3030	89	23	nosql	nosql	ADJ
easat-3030	89	24	databases	database	NOUN
easat-3030	89	25	.	.	PUNCT
easat-3030	90	1	in	in	ADP
easat-3030	90	2	the	the	DET
easat-3030	90	3	sql	sql	NOUN
easat-3030	90	4	database	database	NOUN
easat-3030	90	5	,	,	PUNCT
easat-3030	90	6	a	a	DET
easat-3030	90	7	conversion	conversion	NOUN
easat-3030	90	8	process	process	NOUN
easat-3030	90	9	is	be	AUX
easat-3030	90	10	needed	need	VERB
easat-3030	90	11	to	to	PART
easat-3030	90	12	convert	convert	VERB
easat-3030	90	13	xml	xml	NOUN
easat-3030	90	14	format	format	NOUN
easat-3030	90	15	,	,	PUNCT
easat-3030	90	16	but	but	CCONJ
easat-3030	90	17	nosql	nosql	PROPN
easat-3030	90	18	differs	differ	VERB
easat-3030	90	19	from	from	ADP
easat-3030	90	20	sql	sql	NOUN
easat-3030	90	21	because	because	SCONJ
easat-3030	90	22	it	it	PRON
easat-3030	90	23	does	do	AUX
easat-3030	90	24	not	not	PART
easat-3030	90	25	require	require	VERB
easat-3030	90	26	a	a	DET
easat-3030	90	27	data	data	NOUN
easat-3030	90	28	conversion	conversion	NOUN
easat-3030	90	29	process	process	NOUN
easat-3030	90	30	and	and	CCONJ
easat-3030	90	31	can	can	AUX
easat-3030	90	32	directly	directly	ADV
easat-3030	90	33	access	access	VERB
easat-3030	90	34	xml	xml	NOUN
easat-3030	90	35	data	datum	NOUN
easat-3030	90	36	.	.	PUNCT
easat-3030	91	1	the	the	DET
easat-3030	91	2	results	result	NOUN
easat-3030	91	3	revealed	reveal	VERB
easat-3030	91	4	that	that	SCONJ
easat-3030	91	5	more	more	ADJ
easat-3030	91	6	access	access	NOUN
easat-3030	91	7	time	time	NOUN
easat-3030	91	8	is	be	AUX
easat-3030	91	9	needed	need	VERB
easat-3030	91	10	to	to	PART
easat-3030	91	11	access	access	VERB
easat-3030	91	12	xml	xml	NOUN
easat-3030	91	13	format	format	NOUN
easat-3030	91	14	for	for	ADP
easat-3030	91	15	sql	sql	NOUN
easat-3030	91	16	0.054ms	0.054ms	PROPN
easat-3030	91	17	than	than	ADP
easat-3030	91	18	nosql	nosql	ADJ
easat-3030	91	19	0.019ms	0.019ms	NOUN
easat-3030	91	20	due	due	ADP
easat-3030	91	21	to	to	ADP
easat-3030	91	22	the	the	DET
easat-3030	91	23	conversion	conversion	NOUN
easat-3030	91	24	time	time	NOUN
easat-3030	91	25	required	require	VERB
easat-3030	91	26	.	.	PUNCT
easat-3030	92	1	figure	figure	NOUN
easat-3030	92	2	6(b	6(b	NUM
easat-3030	92	3	)	)	PUNCT
easat-3030	92	4	shows	show	VERB
easat-3030	92	5	the	the	DET
easat-3030	92	6	time	time	NOUN
easat-3030	92	7	required	require	VERB
easat-3030	92	8	to	to	AUX
easat-3030	92	9	access	access	NOUN
easat-3030	92	10	databases	database	NOUN
easat-3030	92	11	,	,	PUNCT
easat-3030	92	12	including	include	VERB
easat-3030	92	13	the	the	DET
easat-3030	92	14	data	data	NOUN
easat-3030	92	15	conversion	conversion	NOUN
easat-3030	92	16	process	process	NOUN
easat-3030	92	17	.	.	PUNCT
easat-3030	93	1	4796	4796	NUM
easat-3030	93	2	edelweiss	edelweiss	PROPN
easat-3030	93	3	applied	apply	VERB
easat-3030	93	4	science	science	NOUN
easat-3030	93	5	and	and	CCONJ
easat-3030	93	6	technology	technology	NOUN
easat-3030	93	7	issn	issn	PROPN
easat-3030	93	8	:	:	PUNCT
easat-3030	93	9	2576	2576	NUM
easat-3030	93	10	-	-	SYM
easat-3030	93	11	8484	8484	NUM
easat-3030	93	12	vol	vol	NOUN
easat-3030	93	13	.	.	PROPN
easat-3030	93	14	8	8	NUM
easat-3030	93	15	,	,	PUNCT
easat-3030	93	16	no	no	INTJ
easat-3030	93	17	.	.	NOUN
easat-3030	94	1	6	6	NUM
easat-3030	94	2	:	:	SYM
easat-3030	94	3	4790	4790	NUM
easat-3030	94	4	-	-	SYM
easat-3030	94	5	4800	4800	NUM
easat-3030	94	6	,	,	PUNCT
easat-3030	94	7	2024	2024	NUM
easat-3030	94	8	doi	doi	NOUN
easat-3030	94	9	:	:	PUNCT
easat-3030	94	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	94	11	©	©	ADP
easat-3030	94	12	2024	2024	NUM
easat-3030	94	13	by	by	ADP
easat-3030	94	14	the	the	DET
easat-3030	94	15	authors	author	NOUN
easat-3030	94	16	;	;	PUNCT
easat-3030	95	1	licensee	licensee	PROPN
easat-3030	95	2	learning	learn	VERB
easat-3030	95	3	gate	gate	PROPN
easat-3030	95	4	figure	figure	NOUN
easat-3030	95	5	6	6	NUM
easat-3030	95	6	.	.	PUNCT
easat-3030	96	1	ttu	ttu	PROPN
easat-3030	96	2	data	data	PROPN
easat-3030	96	3	is	be	AUX
easat-3030	96	4	stored	store	VERB
easat-3030	96	5	in	in	ADP
easat-3030	96	6	the	the	DET
easat-3030	96	7	nosql	nosql	ADJ
easat-3030	96	8	database	database	NOUN
easat-3030	96	9	.	.	PUNCT
easat-3030	97	1	5	5	NUM
easat-3030	97	2	.	.	PUNCT
easat-3030	97	3	aging	age	VERB
easat-3030	97	4	estimation	estimation	NOUN
easat-3030	97	5	of	of	ADP
easat-3030	97	6	distribution	distribution	NOUN
easat-3030	97	7	transformers	transformer	NOUN
easat-3030	97	8	in	in	ADP
easat-3030	97	9	this	this	DET
easat-3030	97	10	study	study	NOUN
easat-3030	97	11	,	,	PUNCT
easat-3030	97	12	the	the	DET
easat-3030	97	13	real	real	ADJ
easat-3030	97	14	-	-	PUNCT
easat-3030	97	15	time	time	NOUN
easat-3030	97	16	monitoring	monitoring	NOUN
easat-3030	97	17	of	of	ADP
easat-3030	97	18	the	the	DET
easat-3030	97	19	distribution	distribution	NOUN
easat-3030	97	20	transformer	transformer	NOUN
easat-3030	97	21	can	can	AUX
easat-3030	97	22	support	support	VERB
easat-3030	97	23	utility	utility	NOUN
easat-3030	97	24	staff	staff	NOUN
easat-3030	97	25	in	in	ADP
easat-3030	97	26	operation	operation	NOUN
easat-3030	97	27	and	and	CCONJ
easat-3030	97	28	maintenance	maintenance	NOUN
easat-3030	97	29	by	by	ADP
easat-3030	97	30	using	use	VERB
easat-3030	97	31	the	the	DET
easat-3030	97	32	proposed	propose	VERB
easat-3030	97	33	cim	cim	NOUN
easat-3030	97	34	via	via	ADP
easat-3030	97	35	restful	restful	ADJ
easat-3030	97	36	and	and	CCONJ
easat-3030	97	37	recorded	record	VERB
easat-3030	97	38	information	information	NOUN
easat-3030	97	39	in	in	ADP
easat-3030	97	40	nosql	nosql	NOUN
easat-3030	97	41	for	for	ADP
easat-3030	97	42	aging	age	VERB
easat-3030	97	43	analysis	analysis	NOUN
easat-3030	97	44	.	.	PUNCT
easat-3030	98	1	the	the	DET
easat-3030	98	2	real	real	ADJ
easat-3030	98	3	-	-	PUNCT
easat-3030	98	4	time	time	NOUN
easat-3030	98	5	data	datum	NOUN
easat-3030	98	6	of	of	ADP
easat-3030	98	7	ttus	ttus	NOUN
easat-3030	98	8	are	be	AUX
easat-3030	98	9	used	use	VERB
easat-3030	98	10	to	to	PART
easat-3030	98	11	analyze	analyze	VERB
easat-3030	98	12	and	and	CCONJ
easat-3030	98	13	visualize	visualize	VERB
easat-3030	98	14	the	the	DET
easat-3030	98	15	aging	age	VERB
easat-3030	98	16	factor	factor	NOUN
easat-3030	98	17	of	of	ADP
easat-3030	98	18	distribution	distribution	NOUN
easat-3030	98	19	transformers	transformer	NOUN
easat-3030	98	20	to	to	PART
easat-3030	98	21	prevent	prevent	VERB
easat-3030	98	22	customer	customer	NOUN
easat-3030	98	23	outages	outage	NOUN
easat-3030	98	24	.	.	PUNCT
easat-3030	99	1	to	to	PART
easat-3030	99	2	extend	extend	VERB
easat-3030	99	3	the	the	DET
easat-3030	99	4	life	life	NOUN
easat-3030	99	5	cycle	cycle	NOUN
easat-3030	99	6	of	of	ADP
easat-3030	99	7	the	the	DET
easat-3030	99	8	distribution	distribution	NOUN
easat-3030	99	9	transformers	transformer	NOUN
easat-3030	99	10	,	,	PUNCT
easat-3030	99	11	excellent	excellent	ADJ
easat-3030	99	12	insulator	insulator	NOUN
easat-3030	99	13	performance	performance	NOUN
easat-3030	99	14	and	and	CCONJ
easat-3030	99	15	materials	material	NOUN
easat-3030	99	16	are	be	AUX
easat-3030	99	17	essential	essential	ADJ
easat-3030	99	18	to	to	PART
easat-3030	99	19	ensure	ensure	VERB
easat-3030	99	20	the	the	DET
easat-3030	99	21	transformers	transformer	NOUN
easat-3030	99	22	'	'	PART
easat-3030	99	23	safe	safe	ADJ
easat-3030	99	24	and	and	CCONJ
easat-3030	99	25	reliable	reliable	ADJ
easat-3030	99	26	operation	operation	NOUN
easat-3030	99	27	.	.	PUNCT
easat-3030	100	1	statistics	statistic	NOUN
easat-3030	100	2	reveal	reveal	VERB
easat-3030	100	3	that	that	SCONJ
easat-3030	100	4	insulator	insulator	NOUN
easat-3030	100	5	deterioration	deterioration	NOUN
easat-3030	100	6	is	be	AUX
easat-3030	100	7	the	the	DET
easat-3030	100	8	primary	primary	ADJ
easat-3030	100	9	cause	cause	NOUN
easat-3030	100	10	of	of	ADP
easat-3030	100	11	85	85	NUM
easat-3030	100	12	%	%	NOUN
easat-3030	100	13	of	of	ADP
easat-3030	100	14	failure	failure	NOUN
easat-3030	100	15	or	or	CCONJ
easat-3030	100	16	malfunction	malfunction	NOUN
easat-3030	100	17	cases	case	NOUN
easat-3030	100	18	in	in	ADP
easat-3030	100	19	taipower	taipower	NOUN
easat-3030	100	20	’s	’s	PART
easat-3030	100	21	distribution	distribution	NOUN
easat-3030	100	22	transformers	transformer	NOUN
easat-3030	100	23	.	.	PUNCT
easat-3030	101	1	the	the	DET
easat-3030	101	2	aging	aging	NOUN
easat-3030	101	3	of	of	ADP
easat-3030	101	4	a	a	DET
easat-3030	101	5	distribution	distribution	NOUN
easat-3030	101	6	transformer	transformer	NOUN
easat-3030	101	7	includes	include	VERB
easat-3030	101	8	many	many	ADJ
easat-3030	101	9	factors	factor	NOUN
easat-3030	101	10	,	,	PUNCT
easat-3030	101	11	such	such	ADJ
easat-3030	101	12	as	as	ADP
easat-3030	101	13	operation	operation	NOUN
easat-3030	101	14	duration	duration	NOUN
easat-3030	101	15	,	,	PUNCT
easat-3030	101	16	oil	oil	NOUN
easat-3030	101	17	temperature	temperature	NOUN
easat-3030	101	18	,	,	PUNCT
easat-3030	101	19	and	and	CCONJ
easat-3030	101	20	load	load	NOUN
easat-3030	101	21	,	,	PUNCT
easat-3030	101	22	that	that	PRON
easat-3030	101	23	cause	cause	VERB
easat-3030	101	24	deterioration	deterioration	NOUN
easat-3030	101	25	in	in	ADP
easat-3030	101	26	the	the	DET
easat-3030	101	27	performance	performance	NOUN
easat-3030	101	28	of	of	ADP
easat-3030	101	29	insulators	insulator	NOUN
easat-3030	101	30	.	.	PUNCT
easat-3030	102	1	therefore	therefore	ADV
easat-3030	102	2	,	,	PUNCT
easat-3030	102	3	evaluating	evaluate	VERB
easat-3030	102	4	and	and	CCONJ
easat-3030	102	5	monitoring	monitor	VERB
easat-3030	102	6	insulator	insulator	NOUN
easat-3030	102	7	deterioration	deterioration	NOUN
easat-3030	102	8	is	be	AUX
easat-3030	102	9	crucial	crucial	ADJ
easat-3030	102	10	for	for	ADP
easat-3030	102	11	distribution	distribution	NOUN
easat-3030	102	12	transformer	transformer	NOUN
easat-3030	102	13	management	management	NOUN
easat-3030	102	14	.	.	PUNCT
easat-3030	103	1	the	the	DET
easat-3030	103	2	ieee	ieee	NOUN
easat-3030	103	3	std	std	PROPN
easat-3030	103	4	.	.	PUNCT
easat-3030	104	1	c57.91	c57.91	PROPN
easat-3030	104	2	standard	standard	PROPN
easat-3030	104	3	provides	provide	VERB
easat-3030	104	4	specific	specific	ADJ
easat-3030	104	5	regulations	regulation	NOUN
easat-3030	104	6	and	and	CCONJ
easat-3030	104	7	methods	method	NOUN
easat-3030	104	8	for	for	ADP
easat-3030	104	9	evaluating	evaluate	VERB
easat-3030	104	10	the	the	DET
easat-3030	104	11	aging	aging	NOUN
easat-3030	104	12	of	of	ADP
easat-3030	104	13	oil	oil	NOUN
easat-3030	104	14	-	-	PUNCT
easat-3030	104	15	immersed	immerse	VERB
easat-3030	104	16	transformers.[10	transformers.[10	PROPN
easat-3030	104	17	]	]	X
easat-3030	104	18	the	the	DET
easat-3030	104	19	aging	age	VERB
easat-3030	104	20	equation	equation	NOUN
easat-3030	104	21	indicates	indicate	VERB
easat-3030	104	22	that	that	SCONJ
easat-3030	104	23	the	the	DET
easat-3030	104	24	relation	relation	NOUN
easat-3030	104	25	of	of	ADP
easat-3030	104	26	insulation	insulation	NOUN
easat-3030	104	27	deterioration	deterioration	NOUN
easat-3030	104	28	to	to	ADP
easat-3030	104	29	time	time	NOUN
easat-3030	104	30	and	and	CCONJ
easat-3030	104	31	temperature	temperature	NOUN
easat-3030	104	32	follows	follow	VERB
easat-3030	104	33	an	an	DET
easat-3030	104	34	adaption	adaption	NOUN
easat-3030	104	35	of	of	ADP
easat-3030	104	36	the	the	DET
easat-3030	104	37	arrhenius	arrhenius	PROPN
easat-3030	104	38	reaction	reaction	NOUN
easat-3030	104	39	rate	rate	NOUN
easat-3030	104	40	theory	theory	NOUN
easat-3030	104	41	.	.	PUNCT
easat-3030	105	1	modern	modern	ADJ
easat-3030	105	2	oil	oil	NOUN
easat-3030	105	3	-	-	PUNCT
easat-3030	105	4	immersed	immerse	VERB
easat-3030	105	5	transformers	transformer	NOUN
easat-3030	105	6	can	can	AUX
easat-3030	105	7	minimize	minimize	VERB
easat-3030	105	8	the	the	DET
easat-3030	105	9	effects	effect	NOUN
easat-3030	105	10	of	of	ADP
easat-3030	105	11	humidity	humidity	NOUN
easat-3030	105	12	and	and	CCONJ
easat-3030	105	13	oxygen	oxygen	NOUN
easat-3030	105	14	content	content	NOUN
easat-3030	105	15	on	on	ADP
easat-3030	105	16	insulator	insulator	NOUN
easat-3030	105	17	performance	performance	NOUN
easat-3030	105	18	.	.	PUNCT
easat-3030	106	1	therefore	therefore	ADV
easat-3030	106	2	,	,	PUNCT
easat-3030	106	3	temperature	temperature	NOUN
easat-3030	106	4	is	be	AUX
easat-3030	106	5	used	use	VERB
easat-3030	106	6	as	as	ADP
easat-3030	106	7	an	an	DET
easat-3030	106	8	independent	independent	ADJ
easat-3030	106	9	variable	variable	NOUN
easat-3030	106	10	in	in	ADP
easat-3030	106	11	this	this	DET
easat-3030	106	12	study	study	NOUN
easat-3030	106	13	.	.	PUNCT
easat-3030	107	1	the	the	DET
easat-3030	107	2	temperature	temperature	NOUN
easat-3030	107	3	within	within	ADP
easat-3030	107	4	the	the	DET
easat-3030	107	5	transformer	transformer	NOUN
easat-3030	107	6	is	be	AUX
easat-3030	107	7	not	not	PART
easat-3030	107	8	distributed	distribute	VERB
easat-3030	107	9	uniformly	uniformly	ADV
easat-3030	107	10	,	,	PUNCT
easat-3030	107	11	and	and	CCONJ
easat-3030	107	12	components	component	NOUN
easat-3030	107	13	typically	typically	ADV
easat-3030	107	14	exhibit	exhibit	VERB
easat-3030	107	15	the	the	DET
easat-3030	107	16	most	most	ADJ
easat-3030	107	17	damage	damage	NOUN
easat-3030	107	18	when	when	SCONJ
easat-3030	107	19	operating	operate	VERB
easat-3030	107	20	at	at	ADP
easat-3030	107	21	the	the	DET
easat-3030	107	22	highest	high	ADJ
easat-3030	107	23	temperature	temperature	NOUN
easat-3030	107	24	.	.	PUNCT
easat-3030	108	1	so	so	ADV
easat-3030	108	2	,	,	PUNCT
easat-3030	108	3	the	the	DET
easat-3030	108	4	insulator	insulator	NOUN
easat-3030	108	5	aging	aging	NOUN
easat-3030	108	6	is	be	AUX
easat-3030	108	7	assessed	assess	VERB
easat-3030	108	8	by	by	ADP
easat-3030	108	9	focusing	focus	VERB
easat-3030	108	10	on	on	ADP
easat-3030	108	11	aging	age	VERB
easat-3030	108	12	at	at	ADP
easat-3030	108	13	the	the	DET
easat-3030	108	14	highest	high	ADJ
easat-3030	108	15	temperature	temperature	NOUN
easat-3030	108	16	.	.	PUNCT
easat-3030	109	1	the	the	DET
easat-3030	109	2	aging	aging	NOUN
easat-3030	109	3	of	of	ADP
easat-3030	109	4	the	the	DET
easat-3030	109	5	insulator	insulator	NOUN
easat-3030	109	6	deterioration	deterioration	NOUN
easat-3030	109	7	factor	factor	NOUN
easat-3030	109	8	can	can	AUX
easat-3030	109	9	be	be	AUX
easat-3030	109	10	defined	define	VERB
easat-3030	109	11	as	as	ADP
easat-3030	109	12	eq	eq	ADP
easat-3030	109	13	.	.	PUNCT
easat-3030	110	1	(	(	PUNCT
easat-3030	110	2	1	1	NUM
easat-3030	110	3	)	)	PUNCT
easat-3030	110	4	.	.	PUNCT
easat-3030	111	1	273	273	NUM
easat-3030	111	2	r	r	NOUN
easat-3030	111	3	h	h	NOUN
easat-3030	111	4	a	a	DET
easat-3030	111	5	ag	ag	PROPN
easat-3030	111	6	bf	bf	NOUN
easat-3030	111	7	t	t	PROPN
easat-3030	111	8	e	e	X
easat-3030	111	9			PROPN
easat-3030	111	10			NOUN
easat-3030	111	11			PROPN
easat-3030	111	12			PROPN
easat-3030	111	13			PROPN
easat-3030	112	1	+	+	PROPN
easat-3030	112	2			PROPN
easat-3030	112	3	=	=	PROPN
easat-3030	112	4			NOUN
easat-3030	112	5	(	(	PUNCT
easat-3030	112	6	1	1	NUM
easat-3030	112	7	)	)	PUNCT
easat-3030	112	8	where	where	SCONJ
easat-3030	112	9	tb	tb	NOUN
easat-3030	112	10	is	be	AUX
easat-3030	112	11	the	the	DET
easat-3030	112	12	per	per	ADJ
easat-3030	112	13	unit	unit	NOUN
easat-3030	112	14	value	value	NOUN
easat-3030	112	15	based	base	VERB
easat-3030	112	16	on	on	ADP
easat-3030	112	17	110	110	NUM
easat-3030	112	18	°	°	NOUN
easat-3030	112	19	c	c	NOUN
easat-3030	112	20	,	,	PUNCT
easat-3030	112	21	ar	ar	PROPN
easat-3030	112	22	is	be	AUX
easat-3030	112	23	the	the	DET
easat-3030	112	24	aging	age	VERB
easat-3030	112	25	rate	rate	NOUN
easat-3030	112	26	,	,	PUNCT
easat-3030	112	27	and	and	CCONJ
easat-3030	112	28	θh	θh	NOUN
easat-3030	112	29	is	be	AUX
easat-3030	112	30	the	the	DET
easat-3030	112	31	highest	high	ADJ
easat-3030	112	32	temperature	temperature	NOUN
easat-3030	112	33	in	in	ADP
easat-3030	112	34	the	the	DET
easat-3030	112	35	transformer	transformer	NOUN
easat-3030	112	36	coil	coil	NOUN
easat-3030	112	37	.	.	PUNCT
easat-3030	113	1	the	the	DET
easat-3030	113	2	equation	equation	NOUN
easat-3030	113	3	(	(	PUNCT
easat-3030	113	4	1	1	X
easat-3030	113	5	)	)	PUNCT
easat-3030	113	6	indicates	indicate	VERB
easat-3030	113	7	the	the	DET
easat-3030	113	8	relation	relation	NOUN
easat-3030	113	9	between	between	ADP
easat-3030	113	10	the	the	DET
easat-3030	113	11	aging	aging	NOUN
easat-3030	113	12	of	of	ADP
easat-3030	113	13	a	a	DET
easat-3030	113	14	transformer	transformer	NOUN
easat-3030	113	15	insulator	insulator	NOUN
easat-3030	113	16	and	and	CCONJ
easat-3030	113	17	the	the	DET
easat-3030	113	18	maximum	maximum	ADJ
easat-3030	113	19	temperature	temperature	NOUN
easat-3030	113	20	of	of	ADP
easat-3030	113	21	the	the	DET
easat-3030	113	22	winding	winding	NOUN
easat-3030	113	23	.	.	PUNCT
easat-3030	114	1	in	in	ADP
easat-3030	114	2	this	this	DET
easat-3030	114	3	equation	equation	NOUN
easat-3030	114	4	,	,	PUNCT
easat-3030	114	5	temperature	temperature	NOUN
easat-3030	114	6	is	be	AUX
easat-3030	114	7	the	the	DET
easat-3030	114	8	main	main	ADJ
easat-3030	114	9	variable	variable	NOUN
easat-3030	114	10	affecting	affect	VERB
easat-3030	114	11	a	a	DET
easat-3030	114	12	transformer	transformer	NOUN
easat-3030	114	13	's	's	PART
easat-3030	114	14	aging	aging	NOUN
easat-3030	114	15	.	.	PUNCT
easat-3030	115	1	equation	equation	NOUN
easat-3030	115	2	(	(	PUNCT
easat-3030	115	3	2	2	X
easat-3030	115	4	)	)	PUNCT
easat-3030	115	5	illustrates	illustrate	VERB
easat-3030	115	6	the	the	DET
easat-3030	115	7	effects	effect	NOUN
easat-3030	115	8	of	of	ADP
easat-3030	115	9	load	load	NOUN
easat-3030	115	10	and	and	CCONJ
easat-3030	115	11	temperature	temperature	NOUN
easat-3030	115	12	on	on	ADP
easat-3030	115	13	distribution	distribution	NOUN
easat-3030	115	14	transformers	transformer	NOUN
easat-3030	115	15	where	where	SCONJ
easat-3030	115	16	θa	θa	X
easat-3030	115	17	is	be	AUX
easat-3030	115	18	the	the	DET
easat-3030	115	19	ambient	ambient	ADJ
easat-3030	115	20	temperature	temperature	NOUN
easat-3030	115	21	at	at	ADP
easat-3030	115	22	a	a	DET
easat-3030	115	23	specific	specific	ADJ
easat-3030	115	24	load	load	NOUN
easat-3030	115	25	,	,	PUNCT
easat-3030	115	26	δθto	δθto	ADV
easat-3030	115	27	is	be	AUX
easat-3030	115	28	the	the	DET
easat-3030	115	29	temperature	temperature	NOUN
easat-3030	115	30	rise	rise	NOUN
easat-3030	115	31	between	between	ADP
easat-3030	115	32	ambient	ambient	ADJ
easat-3030	115	33	temperature	temperature	NOUN
easat-3030	115	34	and	and	CCONJ
easat-3030	115	35	oil	oil	NOUN
easat-3030	115	36	,	,	PUNCT
easat-3030	115	37	and	and	CCONJ
easat-3030	115	38	δθtc	δθtc	PROPN
easat-3030	115	39	is	be	AUX
easat-3030	115	40	the	the	DET
easat-3030	115	41	temperature	temperature	NOUN
easat-3030	115	42	rise	rise	NOUN
easat-3030	115	43	between	between	ADP
easat-3030	115	44	coil	coil	NOUN
easat-3030	115	45	and	and	CCONJ
easat-3030	115	46	oil	oil	NOUN
easat-3030	115	47	.	.	PUNCT
easat-3030	116	1	in	in	ADP
easat-3030	116	2	the	the	DET
easat-3030	116	3	δθto	δθto	NOUN
easat-3030	116	4	and	and	CCONJ
easat-3030	116	5	δθtc	δθtc	ADJ
easat-3030	116	6	,	,	PUNCT
easat-3030	116	7	the	the	DET
easat-3030	116	8	oil	oil	NOUN
easat-3030	116	9	temperature	temperature	NOUN
easat-3030	116	10	depends	depend	VERB
easat-3030	116	11	on	on	ADP
easat-3030	116	12	the	the	DET
easat-3030	116	13	loading	loading	NOUN
easat-3030	116	14	,	,	PUNCT
easat-3030	116	15	so	so	SCONJ
easat-3030	116	16	it	it	PRON
easat-3030	116	17	affects	affect	VERB
easat-3030	116	18	the	the	DET
easat-3030	116	19	transformer	transformer	NOUN
easat-3030	116	20	’s	’s	PART
easat-3030	116	21	insulator	insulator	NOUN
easat-3030	116	22	deterioration	deterioration	NOUN
easat-3030	116	23	factor	factor	NOUN
easat-3030	116	24	.	.	PUNCT
easat-3030	117	1	4797	4797	NUM
easat-3030	117	2	edelweiss	edelweiss	PROPN
easat-3030	117	3	applied	apply	VERB
easat-3030	117	4	science	science	NOUN
easat-3030	117	5	and	and	CCONJ
easat-3030	117	6	technology	technology	NOUN
easat-3030	117	7	issn	issn	PROPN
easat-3030	117	8	:	:	PUNCT
easat-3030	117	9	2576	2576	NUM
easat-3030	117	10	-	-	SYM
easat-3030	117	11	8484	8484	NUM
easat-3030	117	12	vol	vol	NOUN
easat-3030	117	13	.	.	PROPN
easat-3030	117	14	8	8	NUM
easat-3030	117	15	,	,	PUNCT
easat-3030	117	16	no	no	INTJ
easat-3030	117	17	.	.	NOUN
easat-3030	118	1	6	6	NUM
easat-3030	118	2	:	:	SYM
easat-3030	118	3	4790	4790	NUM
easat-3030	118	4	-	-	SYM
easat-3030	118	5	4800	4800	NUM
easat-3030	118	6	,	,	PUNCT
easat-3030	118	7	2024	2024	NUM
easat-3030	118	8	doi	doi	NOUN
easat-3030	118	9	:	:	PUNCT
easat-3030	118	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	118	11	©	©	ADP
easat-3030	118	12	2024	2024	NUM
easat-3030	118	13	by	by	ADP
easat-3030	118	14	the	the	DET
easat-3030	118	15	authors	author	NOUN
easat-3030	118	16	;	;	PUNCT
easat-3030	119	1	licensee	licensee	PROPN
easat-3030	119	2	learning	learn	VERB
easat-3030	119	3	gate	gate	PROPN
easat-3030	119	4	h	h	PROPN
easat-3030	119	5	a	a	PRON
easat-3030	119	6	to	to	ADP
easat-3030	119	7	tc	tc	NOUN
easat-3030	119	8			X
easat-3030	119	9			X
easat-3030	119	10	=	=	PROPN
easat-3030	120	1	+	+	ADJ
easat-3030	120	2			X
easat-3030	120	3	+	+	ADJ
easat-3030	120	4			NOUN
easat-3030	120	5	(	(	PUNCT
easat-3030	120	6	2	2	NUM
easat-3030	120	7	)	)	PUNCT
easat-3030	120	8	in	in	ADP
easat-3030	120	9	the	the	DET
easat-3030	120	10	equation	equation	NOUN
easat-3030	120	11	(	(	PUNCT
easat-3030	120	12	2	2	NUM
easat-3030	120	13	)	)	PUNCT
easat-3030	120	14	,	,	PUNCT
easat-3030	120	15	the	the	DET
easat-3030	120	16	δθto	δθto	NOUN
easat-3030	120	17	can	can	AUX
easat-3030	120	18	be	be	AUX
easat-3030	120	19	represented	represent	VERB
easat-3030	120	20	as	as	ADP
easat-3030	120	21	eq	eq	ADP
easat-3030	120	22	.	.	PUNCT
easat-3030	121	1	(	(	PUNCT
easat-3030	121	2	3	3	NUM
easat-3030	121	3	)	)	PUNCT
easat-3030	121	4	,	,	PUNCT
easat-3030	121	5	which	which	PRON
easat-3030	121	6	consists	consist	VERB
easat-3030	121	7	of	of	ADP
easat-3030	121	8	loading	loading	NOUN
easat-3030	121	9	rate	rate	NOUN
easat-3030	121	10	kl	kl	PROPN
easat-3030	121	11	,	,	PUNCT
easat-3030	121	12	loss	loss	NOUN
easat-3030	121	13	ratio	ratio	NOUN
easat-3030	121	14	r	r	NOUN
easat-3030	121	15	,	,	PUNCT
easat-3030	121	16	and	and	CCONJ
easat-3030	121	17	temperature	temperature	NOUN
easat-3030	121	18	rise	rise	NOUN
easat-3030	121	19	between	between	ADP
easat-3030	121	20	ambient	ambient	ADJ
easat-3030	121	21	temperature	temperature	NOUN
easat-3030	121	22	and	and	CCONJ
easat-3030	121	23	oil	oil	NOUN
easat-3030	121	24	δθr	δθr	NOUN
easat-3030	121	25	when	when	SCONJ
easat-3030	121	26	transformer	transformer	ADJ
easat-3030	121	27	loading	loading	NOUN
easat-3030	121	28	is	be	AUX
easat-3030	121	29	rated	rate	VERB
easat-3030	121	30	.	.	PUNCT
easat-3030	122	1	in	in	ADP
easat-3030	122	2	this	this	DET
easat-3030	122	3	factor	factor	NOUN
easat-3030	122	4	,	,	PUNCT
easat-3030	122	5	the	the	DET
easat-3030	122	6	loading	loading	NOUN
easat-3030	122	7	rate	rate	NOUN
easat-3030	122	8	kl	kl	PROPN
easat-3030	122	9	is	be	AUX
easat-3030	122	10	calculated	calculate	VERB
easat-3030	122	11	by	by	ADP
easat-3030	122	12	real	real	ADJ
easat-3030	122	13	-	-	PUNCT
easat-3030	122	14	time	time	NOUN
easat-3030	122	15	ttu	ttu	PROPN
easat-3030	122	16	information	information	NOUN
easat-3030	122	17	.	.	PUNCT
easat-3030	123	1	0.8	0.8	NUM
easat-3030	123	2	1	1	NUM
easat-3030	123	3	1	1	NUM
easat-3030	123	4	l	l	NOUN
easat-3030	123	5	to	to	ADP
easat-3030	123	6	r	r	NOUN
easat-3030	123	7	k	k	NOUN
easat-3030	123	8	r	r	NOUN
easat-3030	123	9	r	r	NOUN
easat-3030	123	10			NOUN
easat-3030	123	11			X
easat-3030	124	1			VERB
easat-3030	124	2	+	+	PROPN
easat-3030	124	3			NOUN
easat-3030	124	4			NOUN
easat-3030	124	5			PUNCT
easat-3030	124	6	=	=	PRON
easat-3030	124	7			NOUN
easat-3030	125	1			NUM
easat-3030	125	2			PROPN
easat-3030	126	1	+	+	ADJ
easat-3030	126	2			PROPN
easat-3030	126	3			NOUN
easat-3030	126	4	(	(	PUNCT
easat-3030	126	5	3	3	NUM
easat-3030	126	6	)	)	PUNCT
easat-3030	126	7	also	also	ADV
easat-3030	126	8	,	,	PUNCT
easat-3030	126	9	the	the	DET
easat-3030	126	10	ieee	ieee	NOUN
easat-3030	126	11	std	std	NOUN
easat-3030	126	12	.	.	PUNCT
easat-3030	127	1	c57.91	c57.91	NOUN
easat-3030	127	2	defines	define	VERB
easat-3030	127	3	the	the	DET
easat-3030	127	4	lifespan	lifespan	NOUN
easat-3030	127	5	of	of	ADP
easat-3030	127	6	a	a	DET
easat-3030	127	7	distribution	distribution	NOUN
easat-3030	127	8	transformer	transformer	NOUN
easat-3030	127	9	that	that	PRON
easat-3030	127	10	operates	operate	VERB
easat-3030	127	11	at	at	ADP
easat-3030	127	12	110	110	NUM
easat-3030	127	13	°	°	NOUN
easat-3030	127	14	c	c	NOUN
easat-3030	127	15	as	as	ADP
easat-3030	127	16	20.55	20.55	NUM
easat-3030	127	17	years	year	NOUN
easat-3030	127	18	.	.	PUNCT
easat-3030	128	1	in	in	ADP
easat-3030	128	2	this	this	DET
easat-3030	128	3	condition	condition	NOUN
easat-3030	128	4	,	,	PUNCT
easat-3030	128	5	the	the	DET
easat-3030	128	6	θh	θh	NOUN
easat-3030	128	7	is	be	AUX
easat-3030	128	8	110	110	NUM
easat-3030	128	9	°	°	NOUN
easat-3030	128	10	c	c	NOUN
easat-3030	128	11	,	,	PUNCT
easat-3030	128	12	and	and	CCONJ
easat-3030	128	13	the	the	DET
easat-3030	128	14	aging	age	VERB
easat-3030	128	15	factor	factor	NOUN
easat-3030	128	16	faa	faa	PROPN
easat-3030	128	17	equals	equal	VERB
easat-3030	128	18	1	1	NUM
easat-3030	128	19	p.u	p.u	PROPN
easat-3030	128	20	.	.	PROPN
easat-3030	129	1	as	as	SCONJ
easat-3030	129	2	shown	show	VERB
easat-3030	129	3	in	in	ADP
easat-3030	129	4	eq	eq	ADP
easat-3030	129	5	.	.	PUNCT
easat-3030	130	1	(	(	PUNCT
easat-3030	130	2	4	4	NUM
easat-3030	130	3	)	)	PUNCT
easat-3030	130	4	.	.	PUNCT
easat-3030	131	1	when	when	SCONJ
easat-3030	131	2	the	the	DET
easat-3030	131	3	temperature	temperature	NOUN
easat-3030	131	4	exceeds	exceed	VERB
easat-3030	131	5	110	110	NUM
easat-3030	131	6	°	°	NOUN
easat-3030	131	7	c	c	NOUN
easat-3030	131	8	,	,	PUNCT
easat-3030	131	9	the	the	DET
easat-3030	131	10	aging	age	VERB
easat-3030	131	11	factor	factor	NOUN
easat-3030	131	12	is	be	AUX
easat-3030	131	13	larger	large	ADJ
easat-3030	131	14	than	than	ADP
easat-3030	131	15	1	1	NUM
easat-3030	131	16	p.u	p.u	PROPN
easat-3030	131	17	.	.	PROPN
easat-3030	131	18	,	,	PUNCT
easat-3030	131	19	which	which	PRON
easat-3030	131	20	increases	increase	VERB
easat-3030	131	21	the	the	DET
easat-3030	131	22	aging	aging	NOUN
easat-3030	131	23	of	of	ADP
easat-3030	131	24	insulators	insulator	NOUN
easat-3030	131	25	.	.	PUNCT
easat-3030	132	1	otherwise	otherwise	ADV
easat-3030	132	2	,	,	PUNCT
easat-3030	132	3	if	if	SCONJ
easat-3030	132	4	the	the	DET
easat-3030	132	5	temperature	temperature	NOUN
easat-3030	132	6	is	be	AUX
easat-3030	132	7	below	below	ADP
easat-3030	132	8	110	110	NUM
easat-3030	132	9	°	°	NOUN
easat-3030	132	10	c	c	NOUN
easat-3030	132	11	,	,	PUNCT
easat-3030	132	12	the	the	DET
easat-3030	132	13	aging	age	VERB
easat-3030	132	14	factor	factor	NOUN
easat-3030	132	15	is	be	AUX
easat-3030	132	16	less	less	ADJ
easat-3030	132	17	than	than	ADP
easat-3030	132	18	1	1	NUM
easat-3030	132	19	p.u	p.u	PROPN
easat-3030	132	20	.	.	PUNCT
easat-3030	132	21	and	and	CCONJ
easat-3030	132	22	can	can	AUX
easat-3030	132	23	increase	increase	VERB
easat-3030	132	24	the	the	DET
easat-3030	132	25	lifespan	lifespan	NOUN
easat-3030	132	26	of	of	ADP
easat-3030	132	27	the	the	DET
easat-3030	132	28	distribution	distribution	NOUN
easat-3030	132	29	transformer	transformer	NOUN
easat-3030	132	30	.	.	PUNCT
easat-3030	133	1	15000	15000	NUM
easat-3030	133	2	15000	15000	NUM
easat-3030	133	3	110	110	NUM
easat-3030	133	4	273	273	NUM
easat-3030	133	5	273h	273h	NUM
easat-3030	133	6	aaf	aaf	PROPN
easat-3030	134	1	e	e	X
easat-3030	134	2			PROPN
easat-3030	134	3			NOUN
easat-3030	134	4			PROPN
easat-3030	134	5	−	−	PROPN
easat-3030	134	6			PROPN
easat-3030	135	1	+	+	CCONJ
easat-3030	135	2	+	+	ADJ
easat-3030	135	3			PROPN
easat-3030	135	4	=	=	PROPN
easat-3030	135	5	(	(	PUNCT
easat-3030	135	6	4	4	NUM
easat-3030	135	7	)	)	PUNCT
easat-3030	135	8	to	to	PART
easat-3030	135	9	estimate	estimate	VERB
easat-3030	135	10	the	the	DET
easat-3030	135	11	aging	age	VERB
easat-3030	135	12	rate	rate	NOUN
easat-3030	135	13	of	of	ADP
easat-3030	135	14	distribution	distribution	NOUN
easat-3030	135	15	transformers	transformer	NOUN
easat-3030	135	16	,	,	PUNCT
easat-3030	135	17	this	this	DET
easat-3030	135	18	study	study	NOUN
easat-3030	135	19	focuses	focus	VERB
easat-3030	135	20	on	on	ADP
easat-3030	135	21	transformer	transformer	NOUN
easat-3030	135	22	loading	loading	NOUN
easat-3030	135	23	and	and	CCONJ
easat-3030	135	24	leverages	leverage	VERB
easat-3030	135	25	neural	neural	ADJ
easat-3030	135	26	networks	network	NOUN
easat-3030	135	27	(	(	PUNCT
easat-3030	135	28	nn	nn	NOUN
easat-3030	135	29	)	)	PUNCT
easat-3030	135	30	to	to	PART
easat-3030	135	31	predict	predict	VERB
easat-3030	135	32	faa	faa	PROPN
easat-3030	135	33	.	.	PUNCT
easat-3030	136	1	the	the	DET
easat-3030	136	2	70	70	NUM
easat-3030	136	3	%	%	NOUN
easat-3030	136	4	of	of	ADP
easat-3030	136	5	the	the	DET
easat-3030	136	6	ttu	ttu	PROPN
easat-3030	136	7	history	history	NOUN
easat-3030	136	8	data	datum	NOUN
easat-3030	136	9	from	from	ADP
easat-3030	136	10	adms	adms	PROPN
easat-3030	136	11	is	be	AUX
easat-3030	136	12	used	use	VERB
easat-3030	136	13	as	as	ADP
easat-3030	136	14	a	a	DET
easat-3030	136	15	training	training	NOUN
easat-3030	136	16	dataset	dataset	NOUN
easat-3030	136	17	to	to	PART
easat-3030	136	18	train	train	VERB
easat-3030	136	19	the	the	DET
easat-3030	136	20	nn	nn	PROPN
easat-3030	136	21	model	model	NOUN
easat-3030	136	22	and	and	CCONJ
easat-3030	136	23	the	the	DET
easat-3030	136	24	30	30	NUM
easat-3030	136	25	%	%	NOUN
easat-3030	136	26	history	history	NOUN
easat-3030	136	27	data	datum	NOUN
easat-3030	136	28	is	be	AUX
easat-3030	136	29	used	use	VERB
easat-3030	136	30	to	to	PART
easat-3030	136	31	test	test	VERB
easat-3030	136	32	and	and	CCONJ
easat-3030	136	33	verify	verify	VERB
easat-3030	136	34	the	the	DET
easat-3030	136	35	performance	performance	NOUN
easat-3030	136	36	by	by	ADP
easat-3030	136	37	using	use	VERB
easat-3030	136	38	mean	mean	NOUN
easat-3030	136	39	squared	square	VERB
easat-3030	136	40	error	error	NOUN
easat-3030	136	41	(	(	PUNCT
easat-3030	136	42	mse	mse	NOUN
easat-3030	136	43	)	)	PUNCT
easat-3030	136	44	to	to	PART
easat-3030	136	45	validate	validate	VERB
easat-3030	136	46	its	its	PRON
easat-3030	136	47	performance	performance	NOUN
easat-3030	136	48	.	.	PUNCT
easat-3030	137	1	the	the	DET
easat-3030	137	2	mse	mse	PROPN
easat-3030	137	3	is	be	AUX
easat-3030	137	4	defined	define	VERB
easat-3030	137	5	in	in	ADP
easat-3030	137	6	eq	eq	ADP
easat-3030	137	7	.	.	PUNCT
easat-3030	138	1	(	(	PUNCT
easat-3030	138	2	5	5	NUM
easat-3030	138	3	)	)	PUNCT
easat-3030	138	4	where	where	SCONJ
easat-3030	138	5	err	err	NOUN
easat-3030	138	6	is	be	AUX
easat-3030	138	7	the	the	DET
easat-3030	138	8	error	error	NOUN
easat-3030	138	9	between	between	ADP
easat-3030	138	10	estimation	estimation	NOUN
easat-3030	138	11	and	and	CCONJ
easat-3030	138	12	actual	actual	ADJ
easat-3030	138	13	values	value	NOUN
easat-3030	138	14	.	.	PUNCT
easat-3030	139	1	finally	finally	ADV
easat-3030	139	2	,	,	PUNCT
easat-3030	139	3	the	the	DET
easat-3030	139	4	real	real	ADJ
easat-3030	139	5	-	-	PUNCT
easat-3030	139	6	time	time	NOUN
easat-3030	139	7	information	information	NOUN
easat-3030	139	8	of	of	ADP
easat-3030	139	9	ttu	ttu	PROPN
easat-3030	139	10	is	be	AUX
easat-3030	139	11	used	use	VERB
easat-3030	139	12	as	as	ADP
easat-3030	139	13	the	the	DET
easat-3030	139	14	input	input	NOUN
easat-3030	139	15	for	for	SCONJ
easat-3030	139	16	nn	nn	PROPN
easat-3030	139	17	to	to	PART
easat-3030	139	18	predict	predict	VERB
easat-3030	139	19	the	the	DET
easat-3030	139	20	distribution	distribution	NOUN
easat-3030	139	21	transformers	transformer	NOUN
easat-3030	139	22	faa	faa	PROPN
easat-3030	139	23	.	.	PUNCT
easat-3030	140	1	the	the	DET
easat-3030	140	2	nn	nn	PROPN
easat-3030	140	3	model	model	NOUN
easat-3030	140	4	is	be	AUX
easat-3030	140	5	shown	show	VERB
easat-3030	140	6	in	in	ADP
easat-3030	140	7	figure	figure	NOUN
easat-3030	140	8	7	7	NUM
easat-3030	140	9	.	.	SYM
easat-3030	140	10	2	2	NUM
easat-3030	140	11	1	1	NUM
easat-3030	140	12	1	1	NUM
easat-3030	140	13	n	n	NOUN
easat-3030	140	14	rr	rr	NOUN
easat-3030	140	15	n	n	ADV
easat-3030	140	16	mse	mse	NOUN
easat-3030	140	17	e	e	NOUN
easat-3030	140	18	n	n	NOUN
easat-3030	140	19	=	=	SYM
easat-3030	140	20	=	=	NOUN
easat-3030	140	21			X
easat-3030	140	22	(	(	PUNCT
easat-3030	140	23	5	5	X
easat-3030	140	24	)	)	PUNCT
easat-3030	140	25	figure	figure	NOUN
easat-3030	140	26	7	7	NUM
easat-3030	140	27	.	.	PUNCT
easat-3030	141	1	the	the	DET
easat-3030	141	2	structure	structure	NOUN
easat-3030	141	3	of	of	ADP
easat-3030	141	4	the	the	DET
easat-3030	141	5	nn	nn	PROPN
easat-3030	141	6	model	model	NOUN
easat-3030	141	7	.	.	PUNCT
easat-3030	142	1	to	to	PART
easat-3030	142	2	understand	understand	VERB
easat-3030	142	3	the	the	DET
easat-3030	142	4	impact	impact	NOUN
easat-3030	142	5	of	of	ADP
easat-3030	142	6	different	different	ADJ
easat-3030	142	7	hidden	hidden	ADJ
easat-3030	142	8	layers	layer	NOUN
easat-3030	142	9	and	and	CCONJ
easat-3030	142	10	neurons	neuron	NOUN
easat-3030	142	11	of	of	ADP
easat-3030	142	12	the	the	DET
easat-3030	142	13	nn	nn	PROPN
easat-3030	142	14	model	model	NOUN
easat-3030	142	15	,	,	PUNCT
easat-3030	142	16	this	this	DET
easat-3030	142	17	study	study	NOUN
easat-3030	142	18	used	use	VERB
easat-3030	142	19	70	70	NUM
easat-3030	142	20	%	%	NOUN
easat-3030	142	21	of	of	ADP
easat-3030	142	22	ttu	ttu	PROPN
easat-3030	142	23	history	history	PROPN
easat-3030	142	24	data	datum	NOUN
easat-3030	142	25	from	from	ADP
easat-3030	142	26	adms	adms	PROPN
easat-3030	142	27	to	to	PART
easat-3030	142	28	train	train	VERB
easat-3030	142	29	and	and	CCONJ
easat-3030	142	30	validate	validate	VERB
easat-3030	142	31	model	model	NOUN
easat-3030	142	32	accuracy	accuracy	NOUN
easat-3030	142	33	when	when	SCONJ
easat-3030	142	34	the	the	DET
easat-3030	142	35	nn	nn	PROPN
easat-3030	142	36	is	be	AUX
easat-3030	142	37	different	different	ADJ
easat-3030	142	38	.	.	PUNCT
easat-3030	143	1	the	the	DET
easat-3030	143	2	accuracy	accuracy	NOUN
easat-3030	143	3	results	result	NOUN
easat-3030	143	4	are	be	AUX
easat-3030	143	5	shown	show	VERB
easat-3030	143	6	in	in	ADP
easat-3030	143	7	table	table	NOUN
easat-3030	143	8	1	1	NUM
easat-3030	143	9	.	.	PUNCT
easat-3030	144	1	considering	consider	VERB
easat-3030	144	2	the	the	DET
easat-3030	144	3	calculation	calculation	NOUN
easat-3030	144	4	time	time	NOUN
easat-3030	144	5	and	and	CCONJ
easat-3030	144	6	simplifying	simplify	VERB
easat-3030	144	7	the	the	DET
easat-3030	144	8	nn	nn	PROPN
easat-3030	144	9	model	model	NOUN
easat-3030	144	10	,	,	PUNCT
easat-3030	144	11	the	the	DET
easat-3030	144	12	number	number	NOUN
easat-3030	144	13	of	of	ADP
easat-3030	144	14	hidden	hidden	ADJ
easat-3030	144	15	layers	layer	NOUN
easat-3030	144	16	is	be	AUX
easat-3030	144	17	selected	select	VERB
easat-3030	144	18	as	as	ADP
easat-3030	144	19	3	3	NUM
easat-3030	144	20	layers	layer	NOUN
easat-3030	144	21	,	,	PUNCT
easat-3030	144	22	and	and	CCONJ
easat-3030	144	23	each	each	DET
easat-3030	144	24	layer	layer	NOUN
easat-3030	144	25	contains	contain	VERB
easat-3030	144	26	2	2	NUM
easat-3030	144	27	neurons	neuron	NOUN
easat-3030	144	28	,	,	PUNCT
easat-3030	144	29	with	with	ADP
easat-3030	144	30	an	an	DET
easat-3030	144	31	accuracy	accuracy	NOUN
easat-3030	144	32	result	result	NOUN
easat-3030	144	33	of	of	ADP
easat-3030	144	34	96.61	96.61	NUM
easat-3030	144	35	%	%	NOUN
easat-3030	144	36	in	in	ADP
easat-3030	144	37	this	this	DET
easat-3030	144	38	study	study	NOUN
easat-3030	144	39	.	.	PUNCT
easat-3030	145	1	4798	4798	NUM
easat-3030	145	2	edelweiss	edelweiss	PROPN
easat-3030	145	3	applied	apply	VERB
easat-3030	145	4	science	science	NOUN
easat-3030	145	5	and	and	CCONJ
easat-3030	145	6	technology	technology	NOUN
easat-3030	145	7	issn	issn	PROPN
easat-3030	145	8	:	:	PUNCT
easat-3030	145	9	2576	2576	NUM
easat-3030	145	10	-	-	SYM
easat-3030	145	11	8484	8484	NUM
easat-3030	145	12	vol	vol	NOUN
easat-3030	145	13	.	.	PROPN
easat-3030	145	14	8	8	NUM
easat-3030	145	15	,	,	PUNCT
easat-3030	145	16	no	no	INTJ
easat-3030	145	17	.	.	NOUN
easat-3030	146	1	6	6	NUM
easat-3030	146	2	:	:	SYM
easat-3030	146	3	4790	4790	NUM
easat-3030	146	4	-	-	SYM
easat-3030	146	5	4800	4800	NUM
easat-3030	146	6	,	,	PUNCT
easat-3030	146	7	2024	2024	NUM
easat-3030	146	8	doi	doi	NOUN
easat-3030	146	9	:	:	PUNCT
easat-3030	146	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	146	11	©	©	ADP
easat-3030	146	12	2024	2024	NUM
easat-3030	146	13	by	by	ADP
easat-3030	146	14	the	the	DET
easat-3030	146	15	authors	author	NOUN
easat-3030	146	16	;	;	PUNCT
easat-3030	146	17	licensee	licensee	PROPN
easat-3030	146	18	learning	learn	VERB
easat-3030	146	19	gate	gate	NOUN
easat-3030	146	20	table	table	NOUN
easat-3030	146	21	1	1	NUM
easat-3030	146	22	.	.	PUNCT
easat-3030	147	1	the	the	DET
easat-3030	147	2	accuracy	accuracy	NOUN
easat-3030	147	3	results	result	VERB
easat-3030	147	4	from	from	ADP
easat-3030	147	5	different	different	ADJ
easat-3030	147	6	hidden	hidden	ADJ
easat-3030	147	7	layers	layer	NOUN
easat-3030	147	8	and	and	CCONJ
easat-3030	147	9	neurons	neuron	NOUN
easat-3030	147	10	.	.	PUNCT
easat-3030	148	1	after	after	SCONJ
easat-3030	148	2	the	the	DET
easat-3030	148	3	training	training	NOUN
easat-3030	148	4	process	process	NOUN
easat-3030	148	5	of	of	ADP
easat-3030	148	6	the	the	DET
easat-3030	148	7	nn	nn	PROPN
easat-3030	148	8	model	model	NOUN
easat-3030	148	9	is	be	AUX
easat-3030	148	10	achieved	achieve	VERB
easat-3030	148	11	,	,	PUNCT
easat-3030	148	12	the	the	DET
easat-3030	148	13	real	real	ADJ
easat-3030	148	14	-	-	PUNCT
easat-3030	148	15	time	time	NOUN
easat-3030	148	16	ttu	ttu	PROPN
easat-3030	148	17	information	information	NOUN
easat-3030	148	18	is	be	AUX
easat-3030	148	19	used	use	VERB
easat-3030	148	20	as	as	ADP
easat-3030	148	21	an	an	DET
easat-3030	148	22	input	input	NOUN
easat-3030	148	23	dataset	dataset	VERB
easat-3030	148	24	for	for	ADP
easat-3030	148	25	the	the	DET
easat-3030	148	26	nn	nn	NOUN
easat-3030	148	27	,	,	PUNCT
easat-3030	148	28	and	and	CCONJ
easat-3030	148	29	then	then	ADV
easat-3030	148	30	the	the	DET
easat-3030	148	31	aging	age	VERB
easat-3030	148	32	factor	factor	NOUN
easat-3030	148	33	faa	faa	PROPN
easat-3030	148	34	can	can	AUX
easat-3030	148	35	be	be	AUX
easat-3030	148	36	estimated	estimate	VERB
easat-3030	148	37	.	.	PUNCT
easat-3030	149	1	the	the	PRON
easat-3030	149	2	nn	nn	PROPN
easat-3030	149	3	prediction	prediction	NOUN
easat-3030	149	4	and	and	CCONJ
easat-3030	149	5	actual	actual	ADJ
easat-3030	149	6	results	result	NOUN
easat-3030	149	7	of	of	ADP
easat-3030	149	8	the	the	DET
easat-3030	149	9	aging	age	VERB
easat-3030	149	10	factor	factor	NOUN
easat-3030	149	11	are	be	AUX
easat-3030	149	12	shown	show	VERB
easat-3030	149	13	in	in	ADP
easat-3030	149	14	fig	fig	NOUN
easat-3030	149	15	.	.	PUNCT
easat-3030	150	1	8	8	NUM
easat-3030	150	2	.	.	X
easat-3030	151	1	in	in	ADP
easat-3030	151	2	the	the	DET
easat-3030	151	3	figure	figure	NOUN
easat-3030	151	4	,	,	PUNCT
easat-3030	151	5	the	the	DET
easat-3030	151	6	load	load	NOUN
easat-3030	151	7	pattern	pattern	NOUN
easat-3030	151	8	is	be	AUX
easat-3030	151	9	different	different	ADJ
easat-3030	151	10	on	on	ADP
easat-3030	151	11	weekdays	weekday	NOUN
easat-3030	151	12	and	and	CCONJ
easat-3030	151	13	weekends	weekend	NOUN
easat-3030	151	14	when	when	SCONJ
easat-3030	151	15	the	the	DET
easat-3030	151	16	distribution	distribution	NOUN
easat-3030	151	17	transformer	transformer	NOUN
easat-3030	151	18	serves	serve	VERB
easat-3030	151	19	residential	residential	ADJ
easat-3030	151	20	customers	customer	NOUN
easat-3030	151	21	.	.	PUNCT
easat-3030	152	1	the	the	DET
easat-3030	152	2	oil	oil	NOUN
easat-3030	152	3	temperature	temperature	NOUN
easat-3030	152	4	changes	change	NOUN
easat-3030	152	5	based	base	VERB
easat-3030	152	6	on	on	ADP
easat-3030	152	7	the	the	DET
easat-3030	152	8	transformer	transformer	NOUN
easat-3030	152	9	loading	loading	NOUN
easat-3030	152	10	because	because	SCONJ
easat-3030	152	11	heavy	heavy	ADJ
easat-3030	152	12	loading	loading	NOUN
easat-3030	152	13	causes	cause	VERB
easat-3030	152	14	more	more	ADJ
easat-3030	152	15	copper	copper	NOUN
easat-3030	152	16	loss	loss	NOUN
easat-3030	152	17	in	in	ADP
easat-3030	152	18	the	the	DET
easat-3030	152	19	transformer	transformer	NOUN
easat-3030	152	20	.	.	PUNCT
easat-3030	153	1	the	the	DET
easat-3030	153	2	maximum	maximum	ADJ
easat-3030	153	3	aging	age	VERB
easat-3030	153	4	factor	factor	NOUN
easat-3030	153	5	is	be	AUX
easat-3030	153	6	0.198	0.198	NUM
easat-3030	153	7	p.u	p.u	PROPN
easat-3030	153	8	.	.	PROPN
easat-3030	154	1	on	on	ADP
easat-3030	154	2	tuesday	tuesday	PROPN
easat-3030	154	3	noon	noon	NOUN
easat-3030	154	4	,	,	PUNCT
easat-3030	154	5	and	and	CCONJ
easat-3030	154	6	the	the	DET
easat-3030	154	7	minimum	minimum	ADJ
easat-3030	154	8	aging	age	VERB
easat-3030	154	9	factor	factor	NOUN
easat-3030	154	10	is	be	AUX
easat-3030	154	11	0.032	0.032	NUM
easat-3030	154	12	p.u	p.u	PROPN
easat-3030	154	13	.	.	PUNCT
easat-3030	155	1	on	on	ADP
easat-3030	155	2	monday	monday	PROPN
easat-3030	155	3	early	early	ADJ
easat-3030	155	4	morning	morning	NOUN
easat-3030	155	5	during	during	ADP
easat-3030	155	6	a	a	DET
easat-3030	155	7	week	week	NOUN
easat-3030	155	8	.	.	PUNCT
easat-3030	156	1	this	this	DET
easat-3030	156	2	week	week	NOUN
easat-3030	156	3	,	,	PUNCT
easat-3030	156	4	the	the	DET
easat-3030	156	5	average	average	ADJ
easat-3030	156	6	mse	mse	NOUN
easat-3030	156	7	was	be	AUX
easat-3030	156	8	0.03	0.03	NUM
easat-3030	156	9	%	%	NOUN
easat-3030	156	10	,	,	PUNCT
easat-3030	156	11	which	which	PRON
easat-3030	156	12	shows	show	VERB
easat-3030	156	13	the	the	DET
easat-3030	156	14	good	good	ADJ
easat-3030	156	15	performance	performance	NOUN
easat-3030	156	16	of	of	ADP
easat-3030	156	17	the	the	DET
easat-3030	156	18	proposed	propose	VERB
easat-3030	156	19	nn	nn	PROPN
easat-3030	156	20	model	model	NOUN
easat-3030	156	21	for	for	ADP
easat-3030	156	22	predicting	predict	VERB
easat-3030	156	23	the	the	DET
easat-3030	156	24	aging	age	VERB
easat-3030	156	25	factor	factor	NOUN
easat-3030	156	26	of	of	ADP
easat-3030	156	27	the	the	DET
easat-3030	156	28	distribution	distribution	NOUN
easat-3030	156	29	transformer	transformer	NOUN
easat-3030	156	30	.	.	PUNCT
easat-3030	157	1	figure	figure	NOUN
easat-3030	157	2	8	8	NUM
easat-3030	157	3	.	.	PUNCT
easat-3030	158	1	the	the	DET
easat-3030	158	2	nn	nn	PROPN
easat-3030	158	3	prediction	prediction	NOUN
easat-3030	158	4	and	and	CCONJ
easat-3030	158	5	actual	actual	ADJ
easat-3030	158	6	aging	age	VERB
easat-3030	158	7	factor	factor	NOUN
easat-3030	158	8	during	during	ADP
easat-3030	158	9	a	a	DET
easat-3030	158	10	week	week	NOUN
easat-3030	158	11	.	.	PUNCT
easat-3030	159	1	a	a	DET
easat-3030	159	2	graphical	graphical	ADJ
easat-3030	159	3	user	user	NOUN
easat-3030	159	4	interface	interface	NOUN
easat-3030	159	5	(	(	PUNCT
easat-3030	159	6	gui	gui	NOUN
easat-3030	159	7	)	)	PUNCT
easat-3030	159	8	is	be	AUX
easat-3030	159	9	developed	develop	VERB
easat-3030	159	10	by	by	ADP
easat-3030	159	11	pyqt6	pyqt6	PROPN
easat-3030	159	12	for	for	ADP
easat-3030	159	13	the	the	DET
easat-3030	159	14	operation	operation	NOUN
easat-3030	159	15	and	and	CCONJ
easat-3030	159	16	maintenance	maintenance	NOUN
easat-3030	159	17	of	of	ADP
easat-3030	159	18	distribution	distribution	NOUN
easat-3030	159	19	transformers	transformer	NOUN
easat-3030	159	20	.	.	PUNCT
easat-3030	160	1	with	with	ADP
easat-3030	160	2	the	the	DET
easat-3030	160	3	gui	gui	NOUN
easat-3030	160	4	,	,	PUNCT
easat-3030	160	5	the	the	DET
easat-3030	160	6	maintenance	maintenance	NOUN
easat-3030	160	7	crews	crew	NOUN
easat-3030	160	8	perform	perform	VERB
easat-3030	160	9	the	the	DET
easat-3030	160	10	operation	operation	NOUN
easat-3030	160	11	and	and	CCONJ
easat-3030	160	12	maintenance	maintenance	NOUN
easat-3030	160	13	of	of	ADP
easat-3030	160	14	distribution	distribution	NOUN
easat-3030	160	15	systems	system	NOUN
easat-3030	160	16	by	by	ADP
easat-3030	160	17	real	real	ADJ
easat-3030	160	18	-	-	PUNCT
easat-3030	160	19	time	time	NOUN
easat-3030	160	20	monitoring	monitoring	NOUN
easat-3030	160	21	.	.	PUNCT
easat-3030	161	1	the	the	DET
easat-3030	161	2	functions	function	NOUN
easat-3030	161	3	of	of	ADP
easat-3030	161	4	the	the	DET
easat-3030	161	5	front	front	ADJ
easat-3030	161	6	-	-	PUNCT
easat-3030	161	7	end	end	NOUN
easat-3030	161	8	in	in	ADP
easat-3030	161	9	gui	gui	NOUN
easat-3030	161	10	include	include	VERB
easat-3030	161	11	real	real	ADJ
easat-3030	161	12	-	-	PUNCT
easat-3030	161	13	time	time	NOUN
easat-3030	161	14	monitoring	monitoring	NOUN
easat-3030	161	15	.	.	PUNCT
easat-3030	162	1	also	also	ADV
easat-3030	162	2	,	,	PUNCT
easat-3030	162	3	the	the	DET
easat-3030	162	4	gui	gui	NOUN
easat-3030	162	5	back	back	ADJ
easat-3030	162	6	-	-	PUNCT
easat-3030	162	7	end	end	NOUN
easat-3030	162	8	processes	process	VERB
easat-3030	162	9	data	datum	NOUN
easat-3030	162	10	exchange	exchange	NOUN
easat-3030	162	11	through	through	ADP
easat-3030	162	12	the	the	DET
easat-3030	162	13	restful	restful	ADJ
easat-3030	162	14	web	web	NOUN
easat-3030	162	15	service	service	NOUN
easat-3030	162	16	and	and	CCONJ
easat-3030	162	17	nn	nn	NOUN
easat-3030	162	18	prediction	prediction	NOUN
easat-3030	162	19	.	.	PUNCT
easat-3030	163	1	when	when	SCONJ
easat-3030	163	2	receiving	receive	VERB
easat-3030	163	3	ttu	ttu	PROPN
easat-3030	163	4	information	information	NOUN
easat-3030	163	5	from	from	ADP
easat-3030	163	6	tms	tms	PROPN
easat-3030	163	7	,	,	PUNCT
easat-3030	163	8	the	the	DET
easat-3030	163	9	gui	gui	NOUN
easat-3030	163	10	can	can	AUX
easat-3030	163	11	evaluate	evaluate	VERB
easat-3030	163	12	the	the	DET
easat-3030	163	13	aging	age	VERB
easat-3030	163	14	factor	factor	NOUN
easat-3030	163	15	of	of	ADP
easat-3030	163	16	the	the	DET
easat-3030	163	17	distribution	distribution	NOUN
easat-3030	163	18	transformer	transformer	NOUN
easat-3030	163	19	in	in	ADP
easat-3030	163	20	real	real	ADJ
easat-3030	163	21	-	-	PUNCT
easat-3030	163	22	time	time	NOUN
easat-3030	163	23	.	.	PUNCT
easat-3030	164	1	figure	figure	NOUN
easat-3030	164	2	9	9	NUM
easat-3030	164	3	shows	show	VERB
easat-3030	164	4	the	the	DET
easat-3030	164	5	aging	age	VERB
easat-3030	164	6	factor	factor	NOUN
easat-3030	164	7	and	and	CCONJ
easat-3030	164	8	the	the	DET
easat-3030	164	9	health	health	NOUN
easat-3030	164	10	0	0	NUM
easat-3030	164	11	0.05	0.05	NUM
easat-3030	164	12	0.1	0.1	NUM
easat-3030	164	13	0.15	0.15	NUM
easat-3030	164	14	0.2	0.2	NUM
easat-3030	164	15	0.25	0.25	NUM
easat-3030	164	16	0	0	NUM
easat-3030	164	17	24	24	NUM
easat-3030	164	18	48	48	NUM
easat-3030	164	19	72	72	NUM
easat-3030	164	20	96	96	NUM
easat-3030	164	21	120	120	NUM
easat-3030	164	22	144	144	NUM
easat-3030	164	23	168	168	NUM
easat-3030	164	24	a	a	DET
easat-3030	164	25	gi	gi	NOUN
easat-3030	165	1	n	n	ADV
easat-3030	165	2	g	g	NOUN
easat-3030	165	3	fa	fa	INTJ
easat-3030	166	1	ct	ct	NUM
easat-3030	166	2	o	o	NOUN
easat-3030	166	3	r	r	NOUN
easat-3030	166	4	(	(	PUNCT
easat-3030	166	5	p	p	NOUN
easat-3030	166	6	.u	.u	NOUN
easat-3030	166	7	.	.	PUNCT
easat-3030	166	8	)	)	PUNCT
easat-3030	167	1	nn	nn	PROPN
easat-3030	167	2	prediction	prediction	NOUN
easat-3030	167	3	results	result	VERB
easat-3030	167	4	actual	actual	ADJ
easat-3030	167	5	results	result	NOUN
easat-3030	167	6	sunday	sunday	PROPN
easat-3030	167	7	monday	monday	PROPN
easat-3030	167	8	tuesday	tuesday	PROPN
easat-3030	167	9	wednesday	wednesday	PROPN
easat-3030	167	10	thursday	thursday	PROPN
easat-3030	167	11	firday	firday	PROPN
easat-3030	167	12	saturday	saturday	PROPN
easat-3030	167	13	neurons	neuron	NOUN
easat-3030	167	14	hidden	hide	VERB
easat-3030	167	15	layers	layer	NOUN
easat-3030	167	16	1	1	NUM
easat-3030	167	17	2	2	NUM
easat-3030	167	18	3	3	NUM
easat-3030	167	19	4	4	NUM
easat-3030	167	20	5	5	NUM
easat-3030	167	21	6	6	NUM
easat-3030	167	22	7	7	NUM
easat-3030	167	23	1	1	NUM
easat-3030	167	24	6.78	6.78	NUM
easat-3030	167	25	%	%	NOUN
easat-3030	167	26	96.05	96.05	NUM
easat-3030	167	27	%	%	NOUN
easat-3030	167	28	96.05	96.05	NUM
easat-3030	167	29	%	%	NOUN
easat-3030	167	30	94.92	94.92	NUM
easat-3030	167	31	%	%	NOUN
easat-3030	167	32	94.92	94.92	NUM
easat-3030	167	33	%	%	NOUN
easat-3030	167	34	96.05	96.05	NUM
easat-3030	167	35	%	%	NOUN
easat-3030	167	36	96.61	96.61	NUM
easat-3030	167	37	%	%	NOUN
easat-3030	167	38	2	2	NUM
easat-3030	167	39	7.91	7.91	NUM
easat-3030	167	40	%	%	NOUN
easat-3030	167	41	94.92	94.92	NUM
easat-3030	167	42	%	%	NOUN
easat-3030	167	43	95.48	95.48	NUM
easat-3030	167	44	%	%	NOUN
easat-3030	167	45	95.48	95.48	NUM
easat-3030	167	46	%	%	NOUN
easat-3030	167	47	94.92	94.92	NUM
easat-3030	167	48	%	%	NOUN
easat-3030	167	49	94.92	94.92	NUM
easat-3030	167	50	%	%	NOUN
easat-3030	167	51	94.92	94.92	NUM
easat-3030	167	52	%	%	NOUN
easat-3030	167	53	3	3	NUM
easat-3030	167	54	6.78	6.78	NUM
easat-3030	167	55	%	%	NOUN
easat-3030	167	56	96.61	96.61	NUM
easat-3030	167	57	%	%	NOUN
easat-3030	167	58	94.92	94.92	NUM
easat-3030	167	59	%	%	NOUN
easat-3030	167	60	96.05	96.05	NUM
easat-3030	167	61	%	%	NOUN
easat-3030	167	62	94.92	94.92	NUM
easat-3030	167	63	%	%	NOUN
easat-3030	167	64	94.92	94.92	NUM
easat-3030	167	65	%	%	NOUN
easat-3030	167	66	94.92	94.92	NUM
easat-3030	167	67	%	%	NOUN
easat-3030	167	68	4	4	NUM
easat-3030	167	69	6.78	6.78	NUM
easat-3030	167	70	%	%	NOUN
easat-3030	167	71	96.61	96.61	NUM
easat-3030	167	72	%	%	NOUN
easat-3030	167	73	95.48	95.48	NUM
easat-3030	167	74	%	%	NOUN
easat-3030	167	75	94.92	94.92	NUM
easat-3030	167	76	%	%	NOUN
easat-3030	167	77	94.92	94.92	NUM
easat-3030	167	78	%	%	NOUN
easat-3030	167	79	94.92	94.92	NUM
easat-3030	167	80	%	%	NOUN
easat-3030	167	81	96.05	96.05	NUM
easat-3030	167	82	%	%	NOUN
easat-3030	167	83	5	5	NUM
easat-3030	167	84	7.91	7.91	NUM
easat-3030	167	85	%	%	NOUN
easat-3030	167	86	93.22	93.22	NUM
easat-3030	167	87	%	%	NOUN
easat-3030	167	88	94.92	94.92	NUM
easat-3030	167	89	%	%	NOUN
easat-3030	167	90	94.92	94.92	NUM
easat-3030	167	91	%	%	NOUN
easat-3030	167	92	94.92	94.92	NUM
easat-3030	167	93	%	%	NOUN
easat-3030	167	94	95.48	95.48	NUM
easat-3030	167	95	%	%	NOUN
easat-3030	167	96	95.48	95.48	NUM
easat-3030	167	97	%	%	NOUN
easat-3030	167	98	6	6	NUM
easat-3030	167	99	7.91	7.91	NUM
easat-3030	167	100	%	%	NOUN
easat-3030	167	101	94.92	94.92	NUM
easat-3030	167	102	%	%	NOUN
easat-3030	167	103	96.61	96.61	NUM
easat-3030	167	104	%	%	NOUN
easat-3030	167	105	95.48	95.48	NUM
easat-3030	167	106	%	%	NOUN
easat-3030	167	107	95.48	95.48	NUM
easat-3030	167	108	%	%	NOUN
easat-3030	167	109	94.92	94.92	NUM
easat-3030	167	110	%	%	NOUN
easat-3030	167	111	94.92	94.92	NUM
easat-3030	167	112	%	%	NOUN
easat-3030	167	113	7	7	NUM
easat-3030	167	114	6.78	6.78	NUM
easat-3030	167	115	%	%	NOUN
easat-3030	167	116	2.26	2.26	NUM
easat-3030	167	117	%	%	NOUN
easat-3030	167	118	95.48	95.48	NUM
easat-3030	167	119	%	%	NOUN
easat-3030	167	120	96.61	96.61	NUM
easat-3030	167	121	%	%	NOUN
easat-3030	167	122	96.05	96.05	NUM
easat-3030	167	123	%	%	NOUN
easat-3030	167	124	94.92	94.92	NUM
easat-3030	167	125	%	%	NOUN
easat-3030	167	126	94.92	94.92	NUM
easat-3030	167	127	%	%	NOUN
easat-3030	167	128	4799	4799	NUM
easat-3030	167	129	edelweiss	edelweiss	PROPN
easat-3030	167	130	applied	apply	VERB
easat-3030	167	131	science	science	NOUN
easat-3030	167	132	and	and	CCONJ
easat-3030	167	133	technology	technology	NOUN
easat-3030	167	134	issn	issn	PROPN
easat-3030	167	135	:	:	PUNCT
easat-3030	167	136	2576	2576	NUM
easat-3030	167	137	-	-	SYM
easat-3030	167	138	8484	8484	NUM
easat-3030	167	139	vol	vol	NOUN
easat-3030	167	140	.	.	PROPN
easat-3030	167	141	8	8	NUM
easat-3030	167	142	,	,	PUNCT
easat-3030	167	143	no	no	INTJ
easat-3030	167	144	.	.	NOUN
easat-3030	168	1	6	6	NUM
easat-3030	168	2	:	:	SYM
easat-3030	168	3	4790	4790	NUM
easat-3030	168	4	-	-	SYM
easat-3030	168	5	4800	4800	NUM
easat-3030	168	6	,	,	PUNCT
easat-3030	168	7	2024	2024	NUM
easat-3030	168	8	doi	doi	NOUN
easat-3030	168	9	:	:	PUNCT
easat-3030	168	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	168	11	©	©	ADP
easat-3030	168	12	2024	2024	NUM
easat-3030	168	13	by	by	ADP
easat-3030	168	14	the	the	DET
easat-3030	168	15	authors	author	NOUN
easat-3030	168	16	;	;	PUNCT
easat-3030	168	17	licensee	licensee	PROPN
easat-3030	168	18	learning	learning	NOUN
easat-3030	168	19	gate	gate	PROPN
easat-3030	168	20	status	status	NOUN
easat-3030	168	21	of	of	ADP
easat-3030	168	22	the	the	DET
easat-3030	168	23	distribution	distribution	NOUN
easat-3030	168	24	transformer	transformer	NOUN
easat-3030	168	25	with	with	ADP
easat-3030	168	26	the	the	DET
easat-3030	168	27	designed	design	VERB
easat-3030	168	28	gui	gui	PROPN
easat-3030	168	29	.	.	PROPN
easat-3030	168	30	figure	figure	NOUN
easat-3030	168	31	9	9	NUM
easat-3030	168	32	.	.	PUNCT
easat-3030	168	33	designed	design	VERB
easat-3030	168	34	gui	gui	NOUN
easat-3030	168	35	for	for	ADP
easat-3030	168	36	aging	age	VERB
easat-3030	168	37	factor	factor	NOUN
easat-3030	168	38	evaluation	evaluation	NOUN
easat-3030	168	39	of	of	ADP
easat-3030	168	40	distribution	distribution	NOUN
easat-3030	168	41	transformer	transformer	NOUN
easat-3030	168	42	.	.	PUNCT
easat-3030	169	1	6	6	NUM
easat-3030	169	2	.	.	X
easat-3030	169	3	conclusions	conclusion	NOUN
easat-3030	169	4	this	this	DET
easat-3030	169	5	paper	paper	NOUN
easat-3030	169	6	proposes	propose	VERB
easat-3030	169	7	an	an	DET
easat-3030	169	8	optimized	optimize	VERB
easat-3030	169	9	data	data	NOUN
easat-3030	169	10	exchange	exchange	NOUN
easat-3030	169	11	approach	approach	NOUN
easat-3030	169	12	with	with	ADP
easat-3030	169	13	cim	cim	NOUN
easat-3030	169	14	by	by	ADP
easat-3030	169	15	using	use	VERB
easat-3030	169	16	restful	restful	ADJ
easat-3030	169	17	for	for	ADP
easat-3030	169	18	data	datum	NOUN
easat-3030	169	19	exchange	exchange	NOUN
easat-3030	169	20	and	and	CCONJ
easat-3030	169	21	nosql	nosql	NOUN
easat-3030	169	22	for	for	ADP
easat-3030	169	23	data	datum	NOUN
easat-3030	169	24	recording	recording	NOUN
easat-3030	169	25	of	of	ADP
easat-3030	169	26	ttus	ttus	NOUN
easat-3030	169	27	.	.	PUNCT
easat-3030	170	1	the	the	DET
easat-3030	170	2	real	real	ADJ
easat-3030	170	3	-	-	PUNCT
easat-3030	170	4	time	time	NOUN
easat-3030	170	5	information	information	NOUN
easat-3030	170	6	of	of	ADP
easat-3030	170	7	ttus	ttus	NOUN
easat-3030	170	8	is	be	AUX
easat-3030	170	9	used	use	VERB
easat-3030	170	10	to	to	PART
easat-3030	170	11	evaluate	evaluate	VERB
easat-3030	170	12	the	the	DET
easat-3030	170	13	aging	age	VERB
easat-3030	170	14	factor	factor	NOUN
easat-3030	170	15	of	of	ADP
easat-3030	170	16	distribution	distribution	NOUN
easat-3030	170	17	transformers	transformer	NOUN
easat-3030	170	18	by	by	ADP
easat-3030	170	19	trained	train	VERB
easat-3030	170	20	nn	nn	PROPN
easat-3030	170	21	model	model	NOUN
easat-3030	170	22	to	to	PART
easat-3030	170	23	assist	assist	VERB
easat-3030	170	24	utility	utility	NOUN
easat-3030	170	25	crew	crew	NOUN
easat-3030	170	26	to	to	ADP
easat-3030	170	27	management	management	NOUN
easat-3030	170	28	facility	facility	NOUN
easat-3030	170	29	of	of	ADP
easat-3030	170	30	distribution	distribution	NOUN
easat-3030	170	31	transformers	transformer	NOUN
easat-3030	170	32	.	.	PUNCT
easat-3030	171	1	the	the	DET
easat-3030	171	2	conclusions	conclusion	NOUN
easat-3030	171	3	of	of	ADP
easat-3030	171	4	this	this	DET
easat-3030	171	5	study	study	NOUN
easat-3030	171	6	are	be	AUX
easat-3030	171	7	as	as	SCONJ
easat-3030	171	8	follows	follow	VERB
easat-3030	171	9	:	:	PUNCT
easat-3030	171	10	(	(	PUNCT
easat-3030	171	11	1	1	X
easat-3030	171	12	)	)	PUNCT
easat-3030	171	13	restful	restful	ADJ
easat-3030	171	14	utilities	utility	NOUN
easat-3030	171	15	use	use	VERB
easat-3030	171	16	simpler	simple	ADJ
easat-3030	171	17	formats	format	NOUN
easat-3030	171	18	than	than	ADP
easat-3030	171	19	soap	soap	NOUN
easat-3030	171	20	and	and	CCONJ
easat-3030	171	21	thus	thus	ADV
easat-3030	171	22	provide	provide	VERB
easat-3030	171	23	higher	high	ADJ
easat-3030	171	24	efficiency	efficiency	NOUN
easat-3030	171	25	and	and	CCONJ
easat-3030	171	26	scalability	scalability	NOUN
easat-3030	171	27	for	for	ADP
easat-3030	171	28	data	datum	NOUN
easat-3030	171	29	exchange	exchange	NOUN
easat-3030	171	30	.	.	PUNCT
easat-3030	172	1	(	(	PUNCT
easat-3030	172	2	2	2	X
easat-3030	172	3	)	)	PUNCT
easat-3030	172	4	in	in	ADP
easat-3030	172	5	the	the	DET
easat-3030	172	6	performance	performance	NOUN
easat-3030	172	7	evaluation	evaluation	NOUN
easat-3030	172	8	of	of	ADP
easat-3030	172	9	databases	database	NOUN
easat-3030	172	10	,	,	PUNCT
easat-3030	172	11	a	a	DET
easat-3030	172	12	nosql	nosql	ADJ
easat-3030	172	13	database	database	NOUN
easat-3030	172	14	exhibits	exhibit	VERB
easat-3030	172	15	higher	high	ADJ
easat-3030	172	16	compatibility	compatibility	NOUN
easat-3030	172	17	and	and	CCONJ
easat-3030	172	18	efficiency	efficiency	NOUN
easat-3030	172	19	for	for	ADP
easat-3030	172	20	processing	process	VERB
easat-3030	172	21	the	the	DET
easat-3030	172	22	xml	xml	NOUN
easat-3030	172	23	format	format	NOUN
easat-3030	172	24	based	base	VERB
easat-3030	172	25	on	on	ADP
easat-3030	172	26	cim	cim	PROPN
easat-3030	172	27	.	.	PUNCT
easat-3030	173	1	(	(	PUNCT
easat-3030	173	2	3	3	X
easat-3030	173	3	)	)	PUNCT
easat-3030	173	4	the	the	DET
easat-3030	173	5	combination	combination	NOUN
easat-3030	173	6	of	of	ADP
easat-3030	173	7	restful	restful	ADJ
easat-3030	173	8	and	and	CCONJ
easat-3030	173	9	nosql	nosql	NOUN
easat-3030	173	10	is	be	AUX
easat-3030	173	11	proposed	propose	VERB
easat-3030	173	12	as	as	ADP
easat-3030	173	13	the	the	DET
easat-3030	173	14	optimal	optimal	ADJ
easat-3030	173	15	solution	solution	NOUN
easat-3030	173	16	for	for	ADP
easat-3030	173	17	data	datum	NOUN
easat-3030	173	18	exchange	exchange	NOUN
easat-3030	173	19	between	between	ADP
easat-3030	173	20	tms	tms	PROPN
easat-3030	173	21	and	and	CCONJ
easat-3030	173	22	adms	adm	NOUN
easat-3030	173	23	for	for	ADP
easat-3030	173	24	distribution	distribution	NOUN
easat-3030	173	25	transformer	transformer	NOUN
easat-3030	173	26	aging	age	VERB
easat-3030	173	27	estimation	estimation	NOUN
easat-3030	173	28	.	.	PUNCT
easat-3030	174	1	the	the	DET
easat-3030	174	2	proposed	propose	VERB
easat-3030	174	3	method	method	NOUN
easat-3030	174	4	can	can	AUX
easat-3030	174	5	improve	improve	VERB
easat-3030	174	6	the	the	DET
easat-3030	174	7	efficiency	efficiency	NOUN
easat-3030	174	8	of	of	ADP
easat-3030	174	9	the	the	DET
easat-3030	174	10	data	datum	NOUN
easat-3030	174	11	exchange	exchange	NOUN
easat-3030	174	12	process	process	NOUN
easat-3030	174	13	among	among	ADP
easat-3030	174	14	various	various	ADJ
easat-3030	174	15	management	management	NOUN
easat-3030	174	16	systems	system	NOUN
easat-3030	174	17	and	and	CCONJ
easat-3030	174	18	serve	serve	VERB
easat-3030	174	19	as	as	ADP
easat-3030	174	20	a	a	DET
easat-3030	174	21	crucial	crucial	ADJ
easat-3030	174	22	reference	reference	NOUN
easat-3030	174	23	for	for	ADP
easat-3030	174	24	future	future	ADJ
easat-3030	174	25	research	research	NOUN
easat-3030	174	26	and	and	CCONJ
easat-3030	174	27	applications	application	NOUN
easat-3030	174	28	.	.	PUNCT
easat-3030	175	1	also	also	ADV
easat-3030	175	2	,	,	PUNCT
easat-3030	175	3	this	this	DET
easat-3030	175	4	study	study	NOUN
easat-3030	175	5	investigates	investigate	VERB
easat-3030	175	6	the	the	DET
easat-3030	175	7	operation	operation	NOUN
easat-3030	175	8	and	and	CCONJ
easat-3030	175	9	maintenance	maintenance	NOUN
easat-3030	175	10	of	of	ADP
easat-3030	175	11	distribution	distribution	NOUN
easat-3030	175	12	transformers	transformer	NOUN
easat-3030	175	13	based	base	VERB
easat-3030	175	14	on	on	ADP
easat-3030	175	15	the	the	DET
easat-3030	175	16	ieee	ieee	NOUN
easat-3030	175	17	std	std	NOUN
easat-3030	175	18	.	.	PUNCT
easat-3030	176	1	c57.91	c57.91	NOUN
easat-3030	176	2	standards	standard	NOUN
easat-3030	176	3	.	.	PUNCT
easat-3030	177	1	the	the	DET
easat-3030	177	2	adms	adms	PROPN
easat-3030	177	3	history	history	NOUN
easat-3030	177	4	data	datum	NOUN
easat-3030	177	5	of	of	ADP
easat-3030	177	6	ttu	ttu	PROPN
easat-3030	177	7	is	be	AUX
easat-3030	177	8	used	use	VERB
easat-3030	177	9	to	to	PART
easat-3030	177	10	train	train	VERB
easat-3030	177	11	the	the	DET
easat-3030	177	12	nn	nn	PROPN
easat-3030	177	13	model	model	NOUN
easat-3030	177	14	to	to	PART
easat-3030	177	15	estimate	estimate	VERB
easat-3030	177	16	the	the	DET
easat-3030	177	17	aging	age	VERB
easat-3030	177	18	factor	factor	NOUN
easat-3030	177	19	of	of	ADP
easat-3030	177	20	distribution	distribution	NOUN
easat-3030	177	21	transformers	transformer	NOUN
easat-3030	177	22	.	.	PUNCT
easat-3030	178	1	finally	finally	ADV
easat-3030	178	2	,	,	PUNCT
easat-3030	178	3	the	the	DET
easat-3030	178	4	gui	gui	NOUN
easat-3030	178	5	is	be	AUX
easat-3030	178	6	developed	develop	VERB
easat-3030	178	7	to	to	PART
easat-3030	178	8	display	display	VERB
easat-3030	178	9	the	the	DET
easat-3030	178	10	aging	age	VERB
easat-3030	178	11	factor	factor	NOUN
easat-3030	178	12	of	of	ADP
easat-3030	178	13	distribution	distribution	NOUN
easat-3030	178	14	transformers	transformer	NOUN
easat-3030	178	15	to	to	PART
easat-3030	178	16	achieve	achieve	VERB
easat-3030	178	17	real	real	ADJ
easat-3030	178	18	-	-	PUNCT
easat-3030	178	19	time	time	NOUN
easat-3030	178	20	monitoring	monitoring	NOUN
easat-3030	178	21	and	and	CCONJ
easat-3030	178	22	provide	provide	VERB
easat-3030	178	23	a	a	DET
easat-3030	178	24	reference	reference	NOUN
easat-3030	178	25	for	for	ADP
easat-3030	178	26	the	the	DET
easat-3030	178	27	utility	utility	NOUN
easat-3030	178	28	crew	crew	NOUN
easat-3030	178	29	to	to	PART
easat-3030	178	30	achieve	achieve	VERB
easat-3030	178	31	the	the	DET
easat-3030	178	32	asset	asset	NOUN
easat-3030	178	33	management	management	NOUN
easat-3030	178	34	of	of	ADP
easat-3030	178	35	distribution	distribution	NOUN
easat-3030	178	36	systems	system	NOUN
easat-3030	178	37	.	.	PUNCT
easat-3030	179	1	funding	funding	NOUN
easat-3030	179	2	:	:	PUNCT
easat-3030	179	3	this	this	DET
easat-3030	179	4	work	work	NOUN
easat-3030	179	5	was	be	AUX
easat-3030	179	6	partly	partly	ADV
easat-3030	179	7	supported	support	VERB
easat-3030	179	8	by	by	ADP
easat-3030	179	9	the	the	DET
easat-3030	179	10	national	national	PROPN
easat-3030	179	11	atomic	atomic	PROPN
easat-3030	179	12	research	research	PROPN
easat-3030	179	13	institute	institute	PROPN
easat-3030	179	14	under	under	ADP
easat-3030	179	15	contract	contract	NOUN
easat-3030	179	16	113a013	113a013	PROPN
easat-3030	179	17	.	.	PUNCT
easat-3030	180	1	4800	4800	NUM
easat-3030	180	2	edelweiss	edelweiss	PROPN
easat-3030	180	3	applied	apply	VERB
easat-3030	180	4	science	science	NOUN
easat-3030	180	5	and	and	CCONJ
easat-3030	180	6	technology	technology	NOUN
easat-3030	180	7	issn	issn	PROPN
easat-3030	180	8	:	:	PUNCT
easat-3030	180	9	2576	2576	NUM
easat-3030	180	10	-	-	SYM
easat-3030	180	11	8484	8484	NUM
easat-3030	180	12	vol	vol	NOUN
easat-3030	180	13	.	.	PROPN
easat-3030	180	14	8	8	NUM
easat-3030	180	15	,	,	PUNCT
easat-3030	180	16	no	no	INTJ
easat-3030	180	17	.	.	NOUN
easat-3030	181	1	6	6	NUM
easat-3030	181	2	:	:	SYM
easat-3030	181	3	4790	4790	NUM
easat-3030	181	4	-	-	SYM
easat-3030	181	5	4800	4800	NUM
easat-3030	181	6	,	,	PUNCT
easat-3030	181	7	2024	2024	NUM
easat-3030	181	8	doi	doi	NOUN
easat-3030	181	9	:	:	PUNCT
easat-3030	181	10	10.55214/25768484.v8i6.3030	10.55214/25768484.v8i6.3030	NUM
easat-3030	181	11	©	©	ADP
easat-3030	181	12	2024	2024	NUM
easat-3030	181	13	by	by	ADP
easat-3030	181	14	the	the	DET
easat-3030	181	15	authors	author	NOUN
easat-3030	181	16	;	;	PUNCT
easat-3030	182	1	licensee	licensee	PROPN
easat-3030	182	2	learning	learn	VERB
easat-3030	182	3	gate	gate	NOUN
easat-3030	182	4	copyright	copyright	NOUN
easat-3030	182	5	:	:	PUNCT
easat-3030	182	6	©	©	PROPN
easat-3030	182	7	2024	2024	NUM
easat-3030	182	8	by	by	ADP
easat-3030	182	9	the	the	DET
easat-3030	182	10	authors	author	NOUN
easat-3030	182	11	.	.	PUNCT
easat-3030	183	1	this	this	DET
easat-3030	183	2	article	article	NOUN
easat-3030	183	3	is	be	AUX
easat-3030	183	4	an	an	DET
easat-3030	183	5	open	open	ADJ
easat-3030	183	6	access	access	NOUN
easat-3030	183	7	article	article	NOUN
easat-3030	183	8	distributed	distribute	VERB
easat-3030	183	9	under	under	ADP
easat-3030	183	10	the	the	DET
easat-3030	183	11	terms	term	NOUN
easat-3030	183	12	and	and	CCONJ
easat-3030	183	13	conditions	condition	NOUN
easat-3030	183	14	of	of	ADP
easat-3030	183	15	the	the	DET
easat-3030	183	16	creative	creative	ADJ
easat-3030	183	17	commons	common	NOUN
easat-3030	183	18	attribution	attribution	NOUN
easat-3030	183	19	(	(	PUNCT
easat-3030	183	20	cc	cc	NOUN
easat-3030	183	21	by	by	ADP
easat-3030	183	22	)	)	PUNCT
easat-3030	183	23	license	license	NOUN
easat-3030	183	24	(	(	PUNCT
easat-3030	183	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3030	183	26	)	)	PUNCT
easat-3030	183	27	.	.	PUNCT
easat-3030	184	1	references	reference	NOUN
easat-3030	184	2	[	[	X
easat-3030	184	3	1	1	NUM
easat-3030	184	4	]	]	X
easat-3030	184	5	electric	electric	PROPN
easat-3030	184	6	power	power	PROPN
easat-3030	184	7	research	research	PROPN
easat-3030	184	8	institute	institute	PROPN
easat-3030	184	9	(	(	PUNCT
easat-3030	184	10	epri	epri	PROPN
easat-3030	184	11	)	)	PUNCT
easat-3030	184	12	,	,	PUNCT
easat-3030	184	13	"	"	PUNCT
easat-3030	184	14	common	common	ADJ
easat-3030	184	15	information	information	NOUN
easat-3030	184	16	model	model	NOUN
easat-3030	184	17	primer	primer	NOUN
easat-3030	184	18	"	"	PUNCT
easat-3030	184	19	,	,	PUNCT
easat-3030	184	20	dec	dec	PROPN
easat-3030	184	21	.	.	PROPN
easat-3030	184	22	2011	2011	NUM
easat-3030	184	23	.	.	PUNCT
easat-3030	185	1	[	[	X
easat-3030	185	2	2	2	NUM
easat-3030	185	3	]	]	PUNCT
easat-3030	185	4	r.	r.	NOUN
easat-3030	185	5	santodomingo	santodomingo	PROPN
easat-3030	185	6	et	et	PROPN
easat-3030	185	7	al	al	PROPN
easat-3030	185	8	.	.	PROPN
easat-3030	185	9	,	,	PUNCT
easat-3030	185	10	iec	iec	PROPN
easat-3030	185	11	61970	61970	NUM
easat-3030	185	12	for	for	ADP
easat-3030	185	13	energy	energy	NOUN
easat-3030	185	14	management	management	NOUN
easat-3030	185	15	system	system	NOUN
easat-3030	185	16	integration	integration	NOUN
easat-3030	185	17	.	.	PUNCT
easat-3030	186	1	2016	2016	NUM
easat-3030	186	2	.	.	PUNCT
easat-3030	187	1	doi	doi	NOUN
easat-3030	187	2	:	:	PUNCT
easat-3030	187	3	10.1002/9781118755471.sgd094	10.1002/9781118755471.sgd094	NUM
easat-3030	187	4	.	.	PUNCT
easat-3030	188	1	[	[	X
easat-3030	188	2	3	3	X
easat-3030	188	3	]	]	PUNCT
easat-3030	188	4	w3c	w3c	NOUN
easat-3030	188	5	recommendation	recommendation	NOUN
easat-3030	188	6	,	,	PUNCT
easat-3030	188	7	"	"	PUNCT
easat-3030	188	8	rdf	rdf	VERB
easat-3030	188	9	schema	schema	NOUN
easat-3030	188	10	1.1	1.1	NUM
easat-3030	188	11	"	"	PUNCT
easat-3030	188	12	,	,	PUNCT
easat-3030	188	13	https://www.w3.org/tr/rdfschema/#ch_summary	https://www.w3.org/tr/rdfschema/#ch_summary	PROPN
easat-3030	188	14	.	.	PUNCT
easat-3030	189	1	[	[	X
easat-3030	189	2	4	4	X
easat-3030	189	3	]	]	PUNCT
easat-3030	189	4	w3c	w3c	NOUN
easat-3030	189	5	recommendation	recommendation	NOUN
easat-3030	189	6	,	,	PUNCT
easat-3030	189	7	"	"	PUNCT
easat-3030	189	8	w3c	w3c	NOUN
easat-3030	189	9	xml	xml	NOUN
easat-3030	189	10	schema	schema	NOUN
easat-3030	189	11	definition	definition	NOUN
easat-3030	189	12	language	language	NOUN
easat-3030	189	13	(	(	PUNCT
easat-3030	189	14	xsd	xsd	PROPN
easat-3030	189	15	)	)	PUNCT
easat-3030	189	16	1.1	1.1	NUM
easat-3030	189	17	part	part	NOUN
easat-3030	189	18	1	1	NUM
easat-3030	189	19	"	"	PUNCT
easat-3030	189	20	,	,	PUNCT
easat-3030	189	21	https://www.w3.org/tr/xmlschema11-1/.	https://www.w3.org/tr/xmlschema11-1/.	PROPN
easat-3030	190	1	[	[	X
easat-3030	190	2	5	5	X
easat-3030	190	3	]	]	PUNCT
easat-3030	190	4	w3c	w3c	NOUN
easat-3030	190	5	recommendation	recommendation	NOUN
easat-3030	190	6	,	,	PUNCT
easat-3030	190	7	"	"	PUNCT
easat-3030	190	8	soap	soap	NOUN
easat-3030	190	9	1.2	1.2	NUM
easat-3030	190	10	part	part	NOUN
easat-3030	190	11	1	1	NUM
easat-3030	190	12	:	:	PUNCT
easat-3030	190	13	messaging	message	VERB
easat-3030	190	14	framework	framework	NOUN
easat-3030	190	15	"	"	PUNCT
easat-3030	190	16	,	,	PUNCT
easat-3030	190	17	https://	https://	PROPN
easat-3030	190	18	www.w3.org/2000/xp/group/1/08/29/soap12-part1.html	www.w3.org/2000/xp/group/1/08/29/soap12-part1.html	X
easat-3030	190	19	.	.	PUNCT
easat-3030	191	1	[	[	X
easat-3030	191	2	6	6	NUM
easat-3030	191	3	]	]	PUNCT
easat-3030	191	4	w.	w.	PROPN
easat-3030	191	5	khan	khan	PROPN
easat-3030	191	6	,	,	PUNCT
easat-3030	191	7	t.	t.	PROPN
easat-3030	191	8	kumar	kumar	PROPN
easat-3030	191	9	,	,	PUNCT
easat-3030	191	10	z.	z.	PROPN
easat-3030	191	11	cheng	cheng	PROPN
easat-3030	191	12	,	,	PUNCT
easat-3030	191	13	k.	k.	PROPN
easat-3030	191	14	raj	raj	PROPN
easat-3030	191	15	,	,	PUNCT
easat-3030	191	16	a.	a.	PROPN
easat-3030	191	17	m.	m.	PROPN
easat-3030	191	18	roy	roy	PROPN
easat-3030	191	19	,	,	PUNCT
easat-3030	191	20	and	and	CCONJ
easat-3030	191	21	b.	b.	PROPN
easat-3030	191	22	luo	luo	PROPN
easat-3030	191	23	,	,	PUNCT
easat-3030	191	24	"	"	PUNCT
easat-3030	191	25	sql	sql	NOUN
easat-3030	191	26	and	and	CCONJ
easat-3030	191	27	nosql	nosql	ADJ
easat-3030	191	28	databases	database	NOUN
easat-3030	191	29	software	software	NOUN
easat-3030	191	30	architectures	architecture	NOUN
easat-3030	191	31	performance	performance	NOUN
easat-3030	191	32	analysis	analysis	NOUN
easat-3030	191	33	and	and	CCONJ
easat-3030	191	34	assessments	assessment	NOUN
easat-3030	191	35	a	a	DET
easat-3030	191	36	systematic	systematic	ADJ
easat-3030	191	37	literature	literature	NOUN
easat-3030	191	38	review	review	NOUN
easat-3030	191	39	,	,	PUNCT
easat-3030	191	40	"	"	PUNCT
easat-3030	191	41	arxiv.org	arxiv.org	PROPN
easat-3030	191	42	,	,	PUNCT
easat-3030	191	43	sep	sep	PROPN
easat-3030	191	44	.	.	PROPN
easat-3030	191	45	14	14	NUM
easat-3030	191	46	,	,	PUNCT
easat-3030	191	47	2022	2022	NUM
easat-3030	191	48	.	.	PUNCT
easat-3030	192	1	https://arxiv.org/abs/2209.06977v1	https://arxiv.org/abs/2209.06977v1	NUM
easat-3030	192	2	(	(	PUNCT
easat-3030	192	3	accessed	access	VERB
easat-3030	192	4	may	may	PROPN
easat-3030	192	5	08	08	NUM
easat-3030	192	6	,	,	PUNCT
easat-3030	192	7	2023	2023	NUM
easat-3030	192	8	)	)	PUNCT
easat-3030	192	9	.	.	PUNCT
easat-3030	193	1	[	[	X
easat-3030	193	2	7	7	X
easat-3030	193	3	]	]	X
easat-3030	193	4	j.	j.	PROPN
easat-3030	193	5	v.	v.	PROPN
easat-3030	193	6	de	de	PROPN
easat-3030	193	7	barros	barros	PROPN
easat-3030	193	8	and	and	CCONJ
easat-3030	193	9	j.	j.	PROPN
easat-3030	193	10	b.	b.	PROPN
easat-3030	193	11	leite	leite	PROPN
easat-3030	193	12	,	,	PUNCT
easat-3030	193	13	"	"	PUNCT
easat-3030	193	14	development	development	NOUN
easat-3030	193	15	of	of	ADP
easat-3030	193	16	a	a	DET
easat-3030	193	17	relational	relational	ADJ
easat-3030	193	18	database	database	NOUN
easat-3030	193	19	oriented	orient	VERB
easat-3030	193	20	on	on	ADP
easat-3030	193	21	the	the	DET
easat-3030	193	22	common	common	ADJ
easat-3030	193	23	information	information	NOUN
easat-3030	193	24	model	model	NOUN
easat-3030	193	25	for	for	ADP
easat-3030	193	26	power	power	NOUN
easat-3030	193	27	distribution	distribution	NOUN
easat-3030	193	28	networks	network	NOUN
easat-3030	193	29	,	,	PUNCT
easat-3030	193	30	"	"	PUNCT
easat-3030	193	31	2021	2021	NUM
easat-3030	193	32	ieee	ieee	NOUN
easat-3030	193	33	urucon	urucon	NOUN
easat-3030	193	34	,	,	PUNCT
easat-3030	193	35	pp	pp	INTJ
easat-3030	193	36	.	.	PUNCT
easat-3030	194	1	63–66	63–66	NUM
easat-3030	194	2	,	,	PUNCT
easat-3030	194	3	jan	jan	PROPN
easat-3030	194	4	.	.	PROPN
easat-3030	194	5	2021	2021	NUM
easat-3030	194	6	.	.	PUNCT
easat-3030	195	1	[	[	X
easat-3030	195	2	8	8	NUM
easat-3030	195	3	]	]	PUNCT
easat-3030	195	4	a.	a.	NOUN
easat-3030	195	5	meier	meier	PROPN
easat-3030	195	6	and	and	CCONJ
easat-3030	195	7	m.	m.	PROPN
easat-3030	195	8	kaufmann	kaufmann	PROPN
easat-3030	195	9	,	,	PUNCT
easat-3030	195	10	sql	sql	PROPN
easat-3030	195	11	&	&	CCONJ
easat-3030	195	12	nosql	nosql	PROPN
easat-3030	195	13	databases	database	NOUN
easat-3030	195	14	:	:	PUNCT
easat-3030	195	15	models	model	NOUN
easat-3030	195	16	,	,	PUNCT
easat-3030	195	17	languages	language	NOUN
easat-3030	195	18	,	,	PUNCT
easat-3030	195	19	consistency	consistency	NOUN
easat-3030	195	20	options	option	NOUN
easat-3030	195	21	and	and	CCONJ
easat-3030	195	22	architectures	architecture	NOUN
easat-3030	195	23	for	for	ADP
easat-3030	195	24	big	big	ADJ
easat-3030	195	25	data	datum	NOUN
easat-3030	195	26	management	management	NOUN
easat-3030	195	27	.	.	PUNCT
easat-3030	196	1	wiesbaden	wiesbaden	PROPN
easat-3030	196	2	:	:	PUNCT
easat-3030	196	3	springer	springer	NOUN
easat-3030	196	4	fachmedien	fachmedien	PROPN
easat-3030	196	5	wiesbaden	wiesbaden	PROPN
easat-3030	196	6	,	,	PUNCT
easat-3030	196	7	2019	2019	NUM
easat-3030	196	8	.	.	PUNCT
easat-3030	197	1	[	[	X
easat-3030	197	2	9	9	NUM
easat-3030	197	3	]	]	SYM
easat-3030	197	4	lendak	lendak	ADV
easat-3030	197	5	,	,	PUNCT
easat-3030	197	6	e.	e.	PROPN
easat-3030	197	7	varga	varga	PROPN
easat-3030	197	8	,	,	PUNCT
easat-3030	197	9	a.	a.	NOUN
easat-3030	197	10	erdeljan	erdeljan	NOUN
easat-3030	197	11	,	,	PUNCT
easat-3030	197	12	and	and	CCONJ
easat-3030	197	13	m.	m.	NOUN
easat-3030	197	14	gavric	gavric	NOUN
easat-3030	197	15	,	,	PUNCT
easat-3030	197	16	"	"	PUNCT
easat-3030	197	17	restful	restful	ADJ
easat-3030	197	18	web	web	NOUN
easat-3030	197	19	services	service	NOUN
easat-3030	197	20	and	and	CCONJ
easat-3030	197	21	the	the	DET
easat-3030	197	22	common	common	ADJ
easat-3030	197	23	information	information	NOUN
easat-3030	197	24	model	model	NOUN
easat-3030	197	25	(	(	PUNCT
easat-3030	197	26	cim	cim	PROPN
easat-3030	197	27	)	)	PUNCT
easat-3030	197	28	,	,	PUNCT
easat-3030	197	29	"	"	PUNCT
easat-3030	197	30	2010	2010	NUM
easat-3030	197	31	ieee	ieee	NOUN
easat-3030	197	32	international	international	PROPN
easat-3030	197	33	energy	energy	NOUN
easat-3030	197	34	conference	conference	NOUN
easat-3030	197	35	,	,	PUNCT
easat-3030	197	36	manama	manama	PROPN
easat-3030	197	37	,	,	PUNCT
easat-3030	197	38	bahrain	bahrain	NOUN
easat-3030	197	39	:	:	PUNCT
easat-3030	197	40	ieee	ieee	NOUN
easat-3030	197	41	,	,	PUNCT
easat-3030	197	42	pp	pp	X
easat-3030	197	43	.	.	PUNCT
easat-3030	198	1	716–721	716–721	NUM
easat-3030	198	2	,	,	PUNCT
easat-3030	198	3	dec	dec	PROPN
easat-3030	198	4	.	.	PROPN
easat-3030	198	5	2010	2010	NUM
easat-3030	198	6	.	.	PUNCT
easat-3030	199	1	[	[	X
easat-3030	199	2	10	10	NUM
easat-3030	199	3	]	]	X
easat-3030	199	4	"	"	PUNCT
easat-3030	199	5	ieee	ieee	NOUN
easat-3030	199	6	guide	guide	NOUN
easat-3030	199	7	for	for	ADP
easat-3030	199	8	loading	load	VERB
easat-3030	199	9	mineral	mineral	NOUN
easat-3030	199	10	-	-	PUNCT
easat-3030	199	11	oil	oil	NOUN
easat-3030	199	12	-	-	PUNCT
easat-3030	199	13	immersed	immerse	VERB
easat-3030	199	14	transformers	transformer	NOUN
easat-3030	199	15	and	and	CCONJ
easat-3030	199	16	step	step	NOUN
easat-3030	199	17	-	-	PUNCT
easat-3030	199	18	voltage	voltage	NOUN
easat-3030	199	19	regulators	regulator	NOUN
easat-3030	199	20	,	,	PUNCT
easat-3030	199	21	"	"	PUNCT
easat-3030	199	22	ieee	ieee	NOUN
easat-3030	199	23	std	std	NOUN
easat-3030	199	24	c57.91	c57.91	NOUN
easat-3030	199	25	-	-	NOUN
easat-3030	199	26	2011	2011	NUM
easat-3030	199	27	(	(	PUNCT
easat-3030	199	28	revision	revision	NOUN
easat-3030	199	29	of	of	ADP
easat-3030	199	30	ieee	ieee	NOUN
easat-3030	199	31	std	std	NOUN
easat-3030	199	32	c57.91	c57.91	NOUN
easat-3030	199	33	-	-	PUNCT
easat-3030	199	34	1995	1995	NUM
easat-3030	199	35	)	)	PUNCT
easat-3030	199	36	,	,	PUNCT
easat-3030	199	37	pp	pp	ADP
easat-3030	199	38	.	.	PUNCT
easat-3030	200	1	1–123	1–123	NUM
easat-3030	200	2	,	,	PUNCT
easat-3030	200	3	mar	mar	PROPN
easat-3030	200	4	.	.	PROPN
easat-3030	200	5	2012	2012	NUM
easat-3030	200	6	.	.	PUNCT
easat-3030	201	1	[	[	X
easat-3030	201	2	11	11	NUM
easat-3030	201	3	]	]	PUNCT
easat-3030	201	4	h.	h.	PROPN
easat-3030	201	5	f.	f.	PROPN
easat-3030	201	6	m.	m.	PROPN
easat-3030	201	7	mantilla	mantilla	PROPN
easat-3030	201	8	,	,	PUNCT
easat-3030	201	9	a.	a.	NOUN
easat-3030	201	10	pavas	pavas	PROPN
easat-3030	201	11	,	,	PUNCT
easat-3030	201	12	and	and	CCONJ
easat-3030	201	13	i.	i.	PROPN
easat-3030	201	14	c.	c.	PROPN
easat-3030	201	15	durán	durán	PROPN
easat-3030	201	16	,	,	PUNCT
easat-3030	201	17	“	"	PUNCT
easat-3030	201	18	aging	aging	NOUN
easat-3030	201	19	of	of	ADP
easat-3030	201	20	distribution	distribution	NOUN
easat-3030	201	21	transformers	transformer	NOUN
easat-3030	201	22	due	due	ADJ
easat-3030	201	23	to	to	ADP
easat-3030	201	24	voltage	voltage	NOUN
easat-3030	201	25	harmonics	harmonic	NOUN
easat-3030	201	26	,	,	PUNCT
easat-3030	201	27	”	"	PUNCT
easat-3030	201	28	2017	2017	NUM
easat-3030	201	29	ieee	ieee	NOUN
easat-3030	201	30	workshop	workshop	NOUN
easat-3030	201	31	on	on	ADP
easat-3030	201	32	power	power	NOUN
easat-3030	201	33	electronics	electronic	NOUN
easat-3030	201	34	and	and	CCONJ
easat-3030	201	35	power	power	NOUN
easat-3030	201	36	quality	quality	NOUN
easat-3030	201	37	applications	application	NOUN
easat-3030	201	38	(	(	PUNCT
easat-3030	201	39	pepqa	pepqa	NOUN
easat-3030	201	40	)	)	PUNCT
easat-3030	201	41	,	,	PUNCT
easat-3030	201	42	pp	pp	ADP
easat-3030	201	43	.	.	PUNCT
easat-3030	202	1	1–5	1–5	NUM
easat-3030	202	2	,	,	PUNCT
easat-3030	202	3	may	may	PROPN
easat-3030	202	4	2017	2017	NUM
easat-3030	202	5	.	.	PUNCT
easat-3030	203	1	[	[	X
easat-3030	203	2	12	12	NUM
easat-3030	203	3	]	]	X
easat-3030	203	4	lingming	lingming	PROPN
easat-3030	203	5	kong	kong	PROPN
easat-3030	203	6	,	,	PUNCT
easat-3030	203	7	wenxiong	wenxiong	PROPN
easat-3030	203	8	mo	mo	PROPN
easat-3030	203	9	,	,	PUNCT
easat-3030	203	10	xinyuan	xinyuan	PROPN
easat-3030	203	11	ge	ge	PROPN
easat-3030	203	12	,	,	PUNCT
easat-3030	203	13	tian	tian	PROPN
easat-3030	203	14	liu	liu	PROPN
easat-3030	203	15	,	,	PUNCT
easat-3030	203	16	fanke	fanke	ADJ
easat-3030	203	17	zhou	zhou	PROPN
easat-3030	203	18	and	and	CCONJ
easat-3030	203	19	haitao	haitao	PROPN
easat-3030	203	20	chen	chen	PROPN
easat-3030	203	21	,	,	PUNCT
easat-3030	203	22	“	"	PUNCT
easat-3030	203	23	application	application	NOUN
easat-3030	203	24	of	of	ADP
easat-3030	203	25	insulation	insulation	NOUN
easat-3030	203	26	aging	age	VERB
easat-3030	203	27	evaluation	evaluation	NOUN
easat-3030	203	28	method	method	NOUN
easat-3030	203	29	for	for	ADP
easat-3030	203	30	distribution	distribution	NOUN
easat-3030	203	31	transformers	transformer	NOUN
easat-3030	203	32	in	in	ADP
easat-3030	203	33	practice	practice	NOUN
easat-3030	203	34	,	,	PUNCT
easat-3030	203	35	”	"	PUNCT
easat-3030	203	36	2020	2020	NUM
easat-3030	203	37	ieee	ieee	PROPN
easat-3030	203	38	international	international	ADJ
easat-3030	203	39	conference	conference	NOUN
easat-3030	203	40	on	on	ADP
easat-3030	203	41	high	high	ADJ
easat-3030	203	42	voltage	voltage	NOUN
easat-3030	203	43	engineering	engineering	NOUN
easat-3030	203	44	and	and	CCONJ
easat-3030	203	45	application	application	NOUN
easat-3030	203	46	,	,	PUNCT
easat-3030	203	47	pp	pp	ADJ
easat-3030	203	48	.	.	PUNCT
easat-3030	204	1	1	1	NUM
easat-3030	204	2	-	-	SYM
easat-3030	204	3	4	4	NUM
easat-3030	204	4	,	,	PUNCT
easat-3030	204	5	2020	2020	NUM
easat-3030	204	6	.	.	PUNCT
easat-3030	205	1	[	[	X
easat-3030	205	2	13	13	NUM
easat-3030	205	3	]	]	X
easat-3030	205	4	jiefeng	jiefeng	PROPN
easat-3030	205	5	liu	liu	PROPN
easat-3030	205	6	,	,	PUNCT
easat-3030	205	7	qingyin	qingyin	PROPN
easat-3030	205	8	wang	wang	PROPN
easat-3030	205	9	,	,	PUNCT
easat-3030	205	10	xianhao	xianhao	PROPN
easat-3030	205	11	fan	fan	PROPN
easat-3030	205	12	,	,	PUNCT
easat-3030	205	13	yiyi	yiyi	PROPN
easat-3030	205	14	zhang	zhang	PROPN
easat-3030	205	15	and	and	CCONJ
easat-3030	205	16	hui	hui	PROPN
easat-3030	205	17	hwang	hwang	PROPN
easat-3030	205	18	goh	goh	PROPN
easat-3030	205	19	,	,	PUNCT
easat-3030	205	20	“	"	PUNCT
easat-3030	205	21	effects	effect	NOUN
easat-3030	205	22	of	of	ADP
easat-3030	205	23	temperature	temperature	NOUN
easat-3030	205	24	gradient	gradient	NOUN
easat-3030	205	25	induced	induce	VERB
easat-3030	205	26	aging	aging	NOUN
easat-3030	205	27	and	and	CCONJ
easat-3030	205	28	moisture	moisture	NOUN
easat-3030	205	29	distribution	distribution	NOUN
easat-3030	205	30	on	on	ADP
easat-3030	205	31	dielectric	dielectric	ADJ
easat-3030	205	32	response	response	NOUN
easat-3030	205	33	measurement	measurement	NOUN
easat-3030	205	34	for	for	ADP
easat-3030	205	35	transformer	transformer	NOUN
easat-3030	205	36	insulation	insulation	NOUN
easat-3030	205	37	,	,	PUNCT
easat-3030	205	38	”	"	PUNCT
easat-3030	205	39	ieee	ieee	NOUN
easat-3030	205	40	transactions	transaction	NOUN
easat-3030	205	41	on	on	ADP
easat-3030	205	42	instrumentation	instrumentation	NOUN
easat-3030	205	43	and	and	CCONJ
easat-3030	205	44	measurement	measurement	NOUN
easat-3030	205	45	,	,	PUNCT
easat-3030	205	46	vol	vol	NOUN
easat-3030	205	47	.	.	PROPN
easat-3030	206	1	71	71	NUM
easat-3030	206	2	,	,	PUNCT
easat-3030	206	3	pp	pp	ADJ
easat-3030	206	4	.	.	PUNCT
easat-3030	207	1	1	1	NUM
easat-3030	207	2	-	-	SYM
easat-3030	207	3	10	10	NUM
easat-3030	207	4	,	,	PUNCT
easat-3030	207	5	apr	apr	NOUN
easat-3030	207	6	.	.	NOUN
easat-3030	207	7	2022	2022	NUM
easat-3030	207	8	.	.	PUNCT
easat-3030	208	1	[	[	X
easat-3030	208	2	14	14	NUM
easat-3030	208	3	]	]	PUNCT
easat-3030	208	4	mohammed	mohammed	PROPN
easat-3030	208	5	z.	z.	PROPN
easat-3030	208	6	hussain	hussain	PROPN
easat-3030	208	7	,	,	PUNCT
easat-3030	208	8	samir	samir	PROPN
easat-3030	208	9	gupta	gupta	PROPN
easat-3030	208	10	,	,	PUNCT
easat-3030	208	11	william	william	PROPN
easat-3030	208	12	brown	brown	PROPN
easat-3030	208	13	and	and	CCONJ
easat-3030	208	14	qais	qais	PROPN
easat-3030	208	15	alsafasfeh	alsafasfeh	PROPN
easat-3030	208	16	,	,	PUNCT
easat-3030	208	17	“	"	PUNCT
easat-3030	208	18	nonlinear	nonlinear	ADJ
easat-3030	208	19	load	load	NOUN
easat-3030	208	20	harmonics	harmonic	NOUN
easat-3030	208	21	and	and	CCONJ
easat-3030	208	22	their	their	PRON
easat-3030	208	23	impact	impact	NOUN
easat-3030	208	24	on	on	ADP
easat-3030	208	25	aging	age	VERB
easat-3030	208	26	in	in	ADP
easat-3030	208	27	dry	dry	ADJ
easat-3030	208	28	-	-	PUNCT
easat-3030	208	29	type	type	NOUN
easat-3030	208	30	transformers	transformer	NOUN
easat-3030	208	31	,	,	PUNCT
easat-3030	208	32	”	"	PUNCT
easat-3030	208	33	2024	2024	NUM
easat-3030	208	34	ieee	ieee	NOUN
easat-3030	208	35	/	/	SYM
easat-3030	208	36	pes	pes	NOUN
easat-3030	208	37	transmission	transmission	NOUN
easat-3030	208	38	and	and	CCONJ
easat-3030	208	39	distribution	distribution	NOUN
easat-3030	208	40	conference	conference	NOUN
easat-3030	208	41	and	and	CCONJ
easat-3030	208	42	exposition	exposition	NOUN
easat-3030	208	43	,	,	PUNCT
easat-3030	208	44	pp	pp	ADJ
easat-3030	208	45	.	.	PUNCT
easat-3030	209	1	1	1	NUM
easat-3030	209	2	-	-	SYM
easat-3030	209	3	5	5	NUM
easat-3030	209	4	,	,	PUNCT
easat-3030	209	5	may	may	AUX
easat-3030	209	6	,	,	PUNCT
easat-3030	209	7	2024	2024	NUM
easat-3030	209	8	.	.	PUNCT
easat-3030	210	1	[	[	X
easat-3030	210	2	15	15	NUM
easat-3030	210	3	]	]	X
easat-3030	210	4	haifei	haifei	PROPN
easat-3030	210	5	wang	wang	PROPN
easat-3030	210	6	,	,	PUNCT
easat-3030	210	7	tingkang	tingkang	PROPN
easat-3030	210	8	wang	wang	PROPN
easat-3030	210	9	,	,	PUNCT
easat-3030	210	10	manyu	manyu	PROPN
easat-3030	210	11	xue	xue	PROPN
easat-3030	210	12	,	,	PUNCT
easat-3030	210	13	jianming	jianme	VERB
easat-3030	210	14	sun	sun	PROPN
easat-3030	210	15	,	,	PUNCT
easat-3030	210	16	wei	wei	PROPN
easat-3030	210	17	xiong	xiong	PROPN
easat-3030	210	18	and	and	CCONJ
easat-3030	210	19	yuning	yune	VERB
easat-3030	210	20	hou	hou	NOUN
easat-3030	210	21	,	,	PUNCT
easat-3030	210	22	“	"	PUNCT
easat-3030	210	23	research	research	NOUN
easat-3030	210	24	on	on	ADP
easat-3030	210	25	overload	overload	NOUN
easat-3030	210	26	capability	capability	NOUN
easat-3030	210	27	of	of	ADP
easat-3030	210	28	dry	dry	ADJ
easat-3030	210	29	distribution	distribution	NOUN
easat-3030	210	30	transformer	transformer	NOUN
easat-3030	210	31	based	base	VERB
easat-3030	210	32	on	on	ADP
easat-3030	210	33	hot	hot	ADJ
easat-3030	210	34	spot	spot	NOUN
easat-3030	210	35	temperature	temperature	NOUN
easat-3030	210	36	model	model	NOUN
easat-3030	210	37	,	,	PUNCT
easat-3030	210	38	”	"	PUNCT
easat-3030	210	39	2019	2019	NUM
easat-3030	210	40	22nd	22nd	NOUN
easat-3030	210	41	international	international	ADJ
easat-3030	210	42	conference	conference	NOUN
easat-3030	210	43	on	on	ADP
easat-3030	210	44	electrical	electrical	ADJ
easat-3030	210	45	machines	machine	NOUN
easat-3030	210	46	and	and	CCONJ
easat-3030	210	47	systems	system	NOUN
easat-3030	210	48	,	,	PUNCT
easat-3030	210	49	pp	pp	ADJ
easat-3030	210	50	.	.	PUNCT
easat-3030	211	1	1	1	NUM
easat-3030	211	2	-	-	SYM
easat-3030	211	3	5	5	NUM
easat-3030	211	4	,	,	PUNCT
easat-3030	211	5	aug	aug	PROPN
easat-3030	211	6	.	.	PROPN
easat-3030	211	7	2019	2019	NUM
easat-3030	211	8	.	.	PUNCT
easat-3030	212	1	[	[	X
easat-3030	212	2	16	16	NUM
easat-3030	212	3	]	]	X
easat-3030	212	4	harold	harold	PROPN
easat-3030	212	5	francisco	francisco	PROPN
easat-3030	212	6	mazo	mazo	PROPN
easat-3030	212	7	mantilla	mantilla	PROPN
easat-3030	212	8	,	,	PUNCT
easat-3030	212	9	andrés	andrés	PROPN
easat-3030	212	10	pavas	pavas	PROPN
easat-3030	212	11	and	and	CCONJ
easat-3030	212	12	iván	iván	NOUN
easat-3030	212	13	camilo	camilo	NOUN
easat-3030	212	14	durán	durán	PROPN
easat-3030	212	15	,	,	PUNCT
easat-3030	212	16	“	"	PUNCT
easat-3030	212	17	aging	aging	NOUN
easat-3030	212	18	of	of	ADP
easat-3030	212	19	distribution	distribution	NOUN
easat-3030	212	20	transformers	transformer	NOUN
easat-3030	212	21	due	due	ADJ
easat-3030	212	22	to	to	ADP
easat-3030	212	23	voltage	voltage	NOUN
easat-3030	212	24	harmonics	harmonic	NOUN
easat-3030	212	25	,	,	PUNCT
easat-3030	212	26	”	"	PUNCT
easat-3030	212	27	2017	2017	NUM
easat-3030	212	28	ieee	ieee	NOUN
easat-3030	212	29	workshop	workshop	NOUN
easat-3030	212	30	on	on	ADP
easat-3030	212	31	power	power	NOUN
easat-3030	212	32	electronics	electronic	NOUN
easat-3030	212	33	and	and	CCONJ
easat-3030	212	34	power	power	NOUN
easat-3030	212	35	quality	quality	NOUN
easat-3030	212	36	applications	application	NOUN
easat-3030	212	37	,	,	PUNCT
easat-3030	212	38	pp	pp	ADJ
easat-3030	212	39	.	.	PUNCT
easat-3030	212	40	1	1	NUM
easat-3030	212	41	-	-	SYM
easat-3030	212	42	5	5	NUM
easat-3030	212	43	,	,	PUNCT
easat-3030	212	44	may	may	PROPN
easat-3030	212	45	2017	2017	NUM
easat-3030	212	46	.	.	PUNCT
easat-3030	213	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN