id	sid	tid	token	lemma	pos
cana-5110	1	1	communications	communication	NOUN
cana-5110	1	2	on	on	ADP
cana-5110	1	3	applied	apply	VERB
cana-5110	1	4	nonlinear	nonlinear	ADJ
cana-5110	1	5	analysis	analysis	NOUN
cana-5110	1	6	issn	issn	NOUN
cana-5110	1	7	:	:	PUNCT
cana-5110	1	8	1074	1074	NUM
cana-5110	1	9	-	-	PUNCT
cana-5110	1	10	133x	133x	NUM
cana-5110	1	11	vol	vol	NOUN
cana-5110	1	12	32	32	NUM
cana-5110	1	13	no	no	NOUN
cana-5110	1	14	.	.	PUNCT
cana-5110	2	1	icmasd	icmasd	NOUN
cana-5110	2	2	(	(	PUNCT
cana-5110	2	3	2025	2025	NUM
cana-5110	2	4	)	)	PUNCT
cana-5110	2	5	838	838	NUM
cana-5110	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	2	7	heat	heat	NOUN
cana-5110	2	8	transfer	transfer	NOUN
cana-5110	2	9	and	and	CCONJ
cana-5110	2	10	friction	friction	NOUN
cana-5110	2	11	characteristics	characteristic	NOUN
cana-5110	2	12	of	of	ADP
cana-5110	2	13	rectangular	rectangular	ADJ
cana-5110	2	14	solar	solar	ADJ
cana-5110	2	15	air	air	NOUN
cana-5110	2	16	heater	heater	NOUN
cana-5110	2	17	duct	duct	NOUN
cana-5110	2	18	using	use	VERB
cana-5110	2	19	square	square	ADJ
cana-5110	2	20	protrusions	protrusion	NOUN
cana-5110	2	21	as	as	ADP
cana-5110	2	22	artificial	artificial	ADJ
cana-5110	2	23	roughness	roughness	NOUN
cana-5110	2	24	varinder	varinder	NOUN
cana-5110	2	25	singh1	singh1	PROPN
cana-5110	2	26	*	*	SYM
cana-5110	2	27	,	,	PUNCT
cana-5110	2	28	harjit	harjit	PROPN
cana-5110	2	29	singh1	singh1	PROPN
cana-5110	2	30	*	*	PUNCT
cana-5110	2	31	.	.	PUNCT
cana-5110	3	1	daljeet	daljeet	VERB
cana-5110	3	2	singh	singh	PROPN
cana-5110	3	3	lal1	lal1	PROPN
cana-5110	3	4	,	,	PUNCT
cana-5110	3	5	gagan	gagan	PROPN
cana-5110	3	6	1	1	NUM
cana-5110	3	7	,	,	PUNCT
cana-5110	3	8	avtar	avtar	PROPN
cana-5110	3	9	singh1	singh1	PROPN
cana-5110	3	10	1	1	NUM
cana-5110	3	11	department	department	NOUN
cana-5110	3	12	of	of	ADP
cana-5110	3	13	mechanical	mechanical	ADJ
cana-5110	3	14	engineering	engineering	NOUN
cana-5110	3	15	,	,	PUNCT
cana-5110	3	16	ctiemt	ctiemt	PROPN
cana-5110	3	17	,	,	PUNCT
cana-5110	3	18	jalandhar	jalandhar	PROPN
cana-5110	3	19	,	,	PUNCT
cana-5110	3	20	india	india	PROPN
cana-5110	3	21	*	*	PUNCT
cana-5110	3	22	corresponding	correspond	VERB
cana-5110	3	23	author	author	NOUN
cana-5110	3	24	,	,	PUNCT
cana-5110	3	25	e	e	NOUN
cana-5110	3	26	-	-	NOUN
cana-5110	3	27	mail	mail	NOUN
cana-5110	3	28	address	address	NOUN
cana-5110	3	29	:	:	PUNCT
cana-5110	4	1	varindersingh.541@ctgroup.in	varindersingh.541@ctgroup.in	PROPN
cana-5110	4	2	,	,	PUNCT
cana-5110	4	3	harjitsingh.442@ctgroup.in	harjitsingh.442@ctgroup.in	PROPN
cana-5110	4	4	article	article	NOUN
cana-5110	4	5	history	history	NOUN
cana-5110	4	6	:	:	PUNCT
cana-5110	4	7	received	receive	VERB
cana-5110	4	8	:	:	PUNCT
cana-5110	4	9	12	12	NUM
cana-5110	4	10	-	-	SYM
cana-5110	4	11	12	12	NUM
cana-5110	4	12	-	-	PUNCT
cana-5110	4	13	2024	2024	NUM
cana-5110	4	14	revised	revise	VERB
cana-5110	4	15	:	:	PUNCT
cana-5110	4	16	25	25	NUM
cana-5110	4	17	-	-	PUNCT
cana-5110	4	18	01	01	NUM
cana-5110	4	19	-	-	PUNCT
cana-5110	4	20	2025	2025	NUM
cana-5110	4	21	accepted	accept	VERB
cana-5110	4	22	:	:	PUNCT
cana-5110	4	23	05	05	NUM
cana-5110	4	24	-	-	PUNCT
cana-5110	4	25	02	02	NUM
cana-5110	4	26	-	-	PUNCT
cana-5110	4	27	2025	2025	NUM
cana-5110	4	28	abstract	abstract	NOUN
cana-5110	4	29	:	:	PUNCT
cana-5110	4	30	an	an	DET
cana-5110	4	31	experimental	experimental	ADJ
cana-5110	4	32	investigation	investigation	NOUN
cana-5110	4	33	has	have	AUX
cana-5110	4	34	been	be	AUX
cana-5110	4	35	carried	carry	VERB
cana-5110	4	36	out	out	ADP
cana-5110	4	37	on	on	ADP
cana-5110	4	38	heat	heat	NOUN
cana-5110	4	39	transfer	transfer	NOUN
cana-5110	4	40	and	and	CCONJ
cana-5110	4	41	friction	friction	NOUN
cana-5110	4	42	characteristics	characteristic	NOUN
cana-5110	4	43	by	by	ADP
cana-5110	4	44	using	use	VERB
cana-5110	4	45	square	square	ADJ
cana-5110	4	46	type	type	NOUN
cana-5110	4	47	protrusions	protrusion	NOUN
cana-5110	4	48	as	as	ADP
cana-5110	4	49	roughness	roughness	NOUN
cana-5110	4	50	geometry	geometry	NOUN
cana-5110	4	51	in	in	ADP
cana-5110	4	52	the	the	DET
cana-5110	4	53	solar	solar	ADJ
cana-5110	4	54	air	air	NOUN
cana-5110	4	55	heater	heater	NOUN
cana-5110	4	56	duct	duct	NOUN
cana-5110	4	57	.	.	PUNCT
cana-5110	5	1	data	datum	NOUN
cana-5110	5	2	have	have	AUX
cana-5110	5	3	been	be	AUX
cana-5110	5	4	generated	generate	VERB
cana-5110	5	5	for	for	ADP
cana-5110	5	6	both	both	CCONJ
cana-5110	5	7	the	the	DET
cana-5110	5	8	smooth	smooth	ADJ
cana-5110	5	9	as	as	ADV
cana-5110	5	10	well	well	ADV
cana-5110	5	11	as	as	ADP
cana-5110	5	12	roughened	roughen	VERB
cana-5110	5	13	absorber	absorber	NOUN
cana-5110	5	14	plate	plate	NOUN
cana-5110	5	15	for	for	ADP
cana-5110	5	16	fully	fully	ADV
cana-5110	5	17	turbulent	turbulent	ADJ
cana-5110	5	18	flow	flow	NOUN
cana-5110	5	19	in	in	ADP
cana-5110	5	20	the	the	DET
cana-5110	5	21	range	range	NOUN
cana-5110	5	22	of	of	ADP
cana-5110	5	23	system	system	NOUN
cana-5110	5	24	and	and	CCONJ
cana-5110	5	25	operating	operating	NOUN
cana-5110	5	26	parameters	parameter	NOUN
cana-5110	5	27	.	.	PUNCT
cana-5110	6	1	nusselt	nusselt	NOUN
cana-5110	6	2	number	number	NOUN
cana-5110	6	3	and	and	CCONJ
cana-5110	6	4	friction	friction	NOUN
cana-5110	6	5	factor	factor	NOUN
cana-5110	6	6	correlations	correlation	NOUN
cana-5110	6	7	have	have	AUX
cana-5110	6	8	been	be	AUX
cana-5110	6	9	developed	develop	VERB
cana-5110	6	10	by	by	ADP
cana-5110	6	11	using	use	VERB
cana-5110	6	12	the	the	DET
cana-5110	6	13	experimental	experimental	ADJ
cana-5110	6	14	data	datum	NOUN
cana-5110	6	15	for	for	ADP
cana-5110	6	16	predicting	predict	VERB
cana-5110	6	17	performance	performance	NOUN
cana-5110	6	18	of	of	ADP
cana-5110	6	19	the	the	DET
cana-5110	6	20	system	system	NOUN
cana-5110	6	21	having	having	AUX
cana-5110	6	22	investigated	investigate	VERB
cana-5110	6	23	type	type	NOUN
cana-5110	6	24	of	of	ADP
cana-5110	6	25	roughness	roughness	NOUN
cana-5110	6	26	geometry	geometry	NOUN
cana-5110	6	27	.	.	PUNCT
cana-5110	7	1	keywords	keyword	NOUN
cana-5110	7	2	:	:	PUNCT
cana-5110	7	3	solar	solar	ADJ
cana-5110	7	4	air	air	NOUN
cana-5110	7	5	heater	heater	NOUN
cana-5110	7	6	;	;	PUNCT
cana-5110	7	7	artificial	artificial	ADJ
cana-5110	7	8	roughness	roughness	NOUN
cana-5110	7	9	;	;	PUNCT
cana-5110	7	10	nusselt	nusselt	NOUN
cana-5110	7	11	number	number	NOUN
cana-5110	7	12	;	;	PUNCT
cana-5110	7	13	friction	friction	NOUN
cana-5110	7	14	factor	factor	NOUN
cana-5110	7	15	.	.	PUNCT
cana-5110	8	1	1	1	X
cana-5110	8	2	.	.	X
cana-5110	8	3	introduction	introduction	NOUN
cana-5110	8	4	solar	solar	ADJ
cana-5110	8	5	collectors	collector	NOUN
cana-5110	8	6	(	(	PUNCT
cana-5110	8	7	air	air	NOUN
cana-5110	8	8	heaters	heater	NOUN
cana-5110	8	9	)	)	PUNCT
cana-5110	8	10	are	be	AUX
cana-5110	8	11	widely	widely	ADV
cana-5110	8	12	used	use	VERB
cana-5110	8	13	in	in	ADP
cana-5110	8	14	various	various	ADJ
cana-5110	8	15	equipments	equipment	NOUN
cana-5110	8	16	for	for	ADP
cana-5110	8	17	utilization	utilization	NOUN
cana-5110	8	18	of	of	ADP
cana-5110	8	19	solar	solar	ADJ
cana-5110	8	20	thermal	thermal	ADJ
cana-5110	8	21	energy	energy	NOUN
cana-5110	8	22	.	.	PUNCT
cana-5110	9	1	but	but	CCONJ
cana-5110	9	2	thermal	thermal	ADJ
cana-5110	9	3	efficiency	efficiency	NOUN
cana-5110	9	4	of	of	ADP
cana-5110	9	5	solar	solar	ADJ
cana-5110	9	6	air	air	NOUN
cana-5110	9	7	heaters	heater	NOUN
cana-5110	9	8	is	be	AUX
cana-5110	9	9	generally	generally	ADV
cana-5110	9	10	considered	consider	VERB
cana-5110	9	11	poor	poor	ADJ
cana-5110	9	12	because	because	SCONJ
cana-5110	9	13	of	of	ADP
cana-5110	9	14	low	low	ADJ
cana-5110	9	15	heat	heat	NOUN
cana-5110	9	16	transfer	transfer	NOUN
cana-5110	9	17	capability	capability	NOUN
cana-5110	9	18	between	between	ADP
cana-5110	9	19	absorber	absorber	NOUN
cana-5110	9	20	plate	plate	NOUN
cana-5110	9	21	and	and	CCONJ
cana-5110	9	22	air	air	NOUN
cana-5110	9	23	flowing	flow	VERB
cana-5110	9	24	through	through	ADP
cana-5110	9	25	the	the	DET
cana-5110	9	26	duct	duct	NOUN
cana-5110	9	27	.	.	PUNCT
cana-5110	10	1	it	it	PRON
cana-5110	10	2	is	be	AUX
cana-5110	10	3	due	due	ADJ
cana-5110	10	4	to	to	ADP
cana-5110	10	5	the	the	DET
cana-5110	10	6	formation	formation	NOUN
cana-5110	10	7	of	of	ADP
cana-5110	10	8	laminar	laminar	ADJ
cana-5110	10	9	sublayer	sublayer	NOUN
cana-5110	10	10	on	on	ADP
cana-5110	10	11	the	the	DET
cana-5110	10	12	heat	heat	NOUN
cana-5110	10	13	transferring	transferring	NOUN
cana-5110	10	14	surface	surface	NOUN
cana-5110	10	15	.	.	PUNCT
cana-5110	11	1	so	so	ADV
cana-5110	11	2	efficiency	efficiency	NOUN
cana-5110	11	3	could	could	AUX
cana-5110	11	4	be	be	AUX
cana-5110	11	5	increase	increase	VERB
cana-5110	11	6	by	by	ADP
cana-5110	11	7	enhancing	enhance	VERB
cana-5110	11	8	the	the	DET
cana-5110	11	9	heat	heat	NOUN
cana-5110	11	10	transfer	transfer	NOUN
cana-5110	11	11	coefficient	coefficient	NOUN
cana-5110	11	12	between	between	ADP
cana-5110	11	13	absorber	absorber	NOUN
cana-5110	11	14	plate	plate	NOUN
cana-5110	11	15	and	and	CCONJ
cana-5110	11	16	flowing	flow	VERB
cana-5110	11	17	air	air	NOUN
cana-5110	11	18	.	.	PUNCT
cana-5110	12	1	one	one	NUM
cana-5110	12	2	of	of	ADP
cana-5110	12	3	the	the	DET
cana-5110	12	4	methods	method	NOUN
cana-5110	12	5	for	for	ADP
cana-5110	12	6	enhancement	enhancement	NOUN
cana-5110	12	7	of	of	ADP
cana-5110	12	8	convective	convective	ADJ
cana-5110	12	9	heat	heat	NOUN
cana-5110	12	10	transfer	transfer	NOUN
cana-5110	12	11	is	be	AUX
cana-5110	12	12	by	by	ADP
cana-5110	12	13	creating	create	VERB
cana-5110	12	14	turbulence	turbulence	NOUN
cana-5110	12	15	at	at	ADP
cana-5110	12	16	heat	heat	NOUN
cana-5110	12	17	transfer	transfer	NOUN
cana-5110	12	18	surface	surface	NOUN
cana-5110	12	19	with	with	ADP
cana-5110	12	20	the	the	DET
cana-5110	12	21	help	help	NOUN
cana-5110	12	22	of	of	ADP
cana-5110	12	23	artificial	artificial	ADJ
cana-5110	12	24	roughness	roughness	NOUN
cana-5110	12	25	on	on	ADP
cana-5110	12	26	absorber	absorber	NOUN
cana-5110	12	27	plate	plate	NOUN
cana-5110	12	28	.	.	PUNCT
cana-5110	13	1	artificial	artificial	ADJ
cana-5110	13	2	roughness	roughness	NOUN
cana-5110	13	3	breaks	break	VERB
cana-5110	13	4	the	the	DET
cana-5110	13	5	laminar	laminar	ADJ
cana-5110	13	6	sub	sub	NOUN
cana-5110	13	7	-	-	NOUN
cana-5110	13	8	layer	layer	NOUN
cana-5110	13	9	on	on	ADP
cana-5110	13	10	the	the	DET
cana-5110	13	11	heat	heat	NOUN
cana-5110	13	12	transferring	transferring	NOUN
cana-5110	13	13	surface	surface	NOUN
cana-5110	13	14	due	due	ADP
cana-5110	13	15	to	to	ADP
cana-5110	13	16	which	which	PRON
cana-5110	13	17	thermal	thermal	ADJ
cana-5110	13	18	resistance	resistance	NOUN
cana-5110	13	19	between	between	ADP
cana-5110	13	20	the	the	DET
cana-5110	13	21	heat	heat	NOUN
cana-5110	13	22	transferring	transfer	VERB
cana-5110	13	23	surface	surface	NOUN
cana-5110	13	24	and	and	CCONJ
cana-5110	13	25	flowing	flow	VERB
cana-5110	13	26	air	air	NOUN
cana-5110	13	27	decreases	decrease	NOUN
cana-5110	13	28	.	.	PUNCT
cana-5110	14	1	however	however	ADV
cana-5110	14	2	,	,	PUNCT
cana-5110	14	3	use	use	NOUN
cana-5110	14	4	of	of	ADP
cana-5110	14	5	artificial	artificial	ADJ
cana-5110	14	6	roughness	roughness	NOUN
cana-5110	14	7	results	result	NOUN
cana-5110	14	8	in	in	ADP
cana-5110	14	9	higher	high	ADJ
cana-5110	14	10	friction	friction	NOUN
cana-5110	14	11	and	and	CCONJ
cana-5110	14	12	hence	hence	ADV
cana-5110	14	13	higher	high	ADJ
cana-5110	14	14	pumping	pumping	NOUN
cana-5110	14	15	power	power	NOUN
cana-5110	14	16	requirements	requirement	NOUN
cana-5110	14	17	.	.	PUNCT
cana-5110	15	1	therefore	therefore	ADV
cana-5110	15	2	,	,	PUNCT
cana-5110	15	3	it	it	PRON
cana-5110	15	4	is	be	AUX
cana-5110	15	5	desirable	desirable	ADJ
cana-5110	15	6	that	that	SCONJ
cana-5110	15	7	the	the	DET
cana-5110	15	8	turbulence	turbulence	NOUN
cana-5110	15	9	should	should	AUX
cana-5110	15	10	be	be	AUX
cana-5110	15	11	created	create	VERB
cana-5110	15	12	in	in	ADP
cana-5110	15	13	the	the	DET
cana-5110	15	14	vicinity	vicinity	NOUN
cana-5110	15	15	of	of	ADP
cana-5110	15	16	the	the	DET
cana-5110	15	17	wall	wall	NOUN
cana-5110	15	18	i.e.	i.e.	X
cana-5110	15	19	only	only	ADV
cana-5110	15	20	in	in	ADP
cana-5110	15	21	the	the	DET
cana-5110	15	22	laminar	laminar	ADJ
cana-5110	15	23	sub	sub	ADJ
cana-5110	15	24	-	-	ADJ
cana-5110	15	25	layer	layer	ADJ
cana-5110	15	26	region	region	NOUN
cana-5110	15	27	,	,	PUNCT
cana-5110	15	28	which	which	PRON
cana-5110	15	29	is	be	AUX
cana-5110	15	30	responsible	responsible	ADJ
cana-5110	15	31	for	for	ADP
cana-5110	15	32	thermal	thermal	ADJ
cana-5110	15	33	resistance	resistance	NOUN
cana-5110	15	34	.	.	PUNCT
cana-5110	16	1	many	many	ADJ
cana-5110	16	2	investigators	investigator	NOUN
cana-5110	16	3	have	have	AUX
cana-5110	16	4	attempted	attempt	VERB
cana-5110	16	5	to	to	PART
cana-5110	16	6	design	design	VERB
cana-5110	16	7	a	a	DET
cana-5110	16	8	roughness	roughness	NOUN
cana-5110	16	9	element	element	NOUN
cana-5110	16	10	,	,	PUNCT
cana-5110	16	11	which	which	PRON
cana-5110	16	12	can	can	AUX
cana-5110	16	13	enhance	enhance	VERB
cana-5110	16	14	convective	convective	ADJ
cana-5110	16	15	heat	heat	NOUN
cana-5110	16	16	transfer	transfer	NOUN
cana-5110	16	17	coefficient	coefficient	NOUN
cana-5110	16	18	with	with	ADP
cana-5110	16	19	minimum	minimum	ADJ
cana-5110	16	20	increase	increase	NOUN
cana-5110	16	21	in	in	ADP
cana-5110	16	22	friction	friction	NOUN
cana-5110	16	23	loss	loss	NOUN
cana-5110	16	24	.	.	PUNCT
cana-5110	17	1	however	however	ADV
cana-5110	17	2	,	,	PUNCT
cana-5110	17	3	generating	generate	VERB
cana-5110	17	4	artificial	artificial	ADJ
cana-5110	17	5	roughness	roughness	NOUN
cana-5110	17	6	with	with	ADP
cana-5110	17	7	a	a	DET
cana-5110	17	8	method	method	NOUN
cana-5110	17	9	other	other	ADJ
cana-5110	17	10	than	than	ADP
cana-5110	17	11	performing	perform	VERB
cana-5110	17	12	protrusions	protrusion	NOUN
cana-5110	17	13	is	be	AUX
cana-5110	17	14	a	a	DET
cana-5110	17	15	very	very	ADV
cana-5110	17	16	tedious	tedious	ADJ
cana-5110	17	17	task	task	NOUN
cana-5110	17	18	.	.	PUNCT
cana-5110	18	1	artificial	artificial	ADJ
cana-5110	18	2	roughness	roughness	NOUN
cana-5110	18	3	on	on	ADP
cana-5110	18	4	the	the	DET
cana-5110	18	5	surface	surface	NOUN
cana-5110	18	6	of	of	ADP
cana-5110	18	7	absorber	absorber	NOUN
cana-5110	18	8	plate	plate	NOUN
cana-5110	18	9	can	can	AUX
cana-5110	18	10	be	be	AUX
cana-5110	18	11	provided	provide	VERB
cana-5110	18	12	by	by	ADP
cana-5110	18	13	fixing	fix	VERB
cana-5110	18	14	small	small	ADJ
cana-5110	18	15	diameter	diameter	NOUN
cana-5110	18	16	wires	wire	NOUN
cana-5110	18	17	,	,	PUNCT
cana-5110	18	18	ribs	rib	NOUN
cana-5110	18	19	formed	form	VERB
cana-5110	18	20	by	by	ADP
cana-5110	18	21	machining	machining	NOUN
cana-5110	18	22	process	process	NOUN
cana-5110	18	23	,	,	PUNCT
cana-5110	18	24	wire	wire	NOUN
cana-5110	18	25	mesh	mesh	NOUN
cana-5110	18	26	or	or	CCONJ
cana-5110	18	27	expanded	expand	VERB
cana-5110	18	28	metal	metal	NOUN
cana-5110	18	29	mesh	mesh	NOUN
cana-5110	18	30	and	and	CCONJ
cana-5110	18	31	by	by	ADP
cana-5110	18	32	forming	form	VERB
cana-5110	18	33	dimple	dimple	ADJ
cana-5110	18	34	/	/	SYM
cana-5110	18	35	protrusion	protrusion	NOUN
cana-5110	18	36	shape	shape	NOUN
cana-5110	18	37	geometry	geometry	NOUN
cana-5110	18	38	as	as	SCONJ
cana-5110	18	39	has	have	AUX
cana-5110	18	40	been	be	AUX
cana-5110	18	41	reported	report	VERB
cana-5110	18	42	by	by	ADP
cana-5110	18	43	bhushan	bhushan	PROPN
cana-5110	18	44	and	and	CCONJ
cana-5110	18	45	singh	singh	PROPN
cana-5110	18	46	(	(	PUNCT
cana-5110	18	47	2010	2010	NUM
cana-5110	18	48	)	)	PUNCT
cana-5110	18	49	,	,	PUNCT
cana-5110	18	50	hans	hans	PROPN
cana-5110	18	51	et	et	PROPN
cana-5110	18	52	al	al	PROPN
cana-5110	18	53	.	.	PROPN
cana-5110	19	1	(	(	PUNCT
cana-5110	19	2	2009	2009	NUM
cana-5110	19	3	)	)	PUNCT
cana-5110	19	4	and	and	CCONJ
cana-5110	19	5	varun	varun	PROPN
cana-5110	19	6	et	et	PROPN
cana-5110	19	7	al	al	PROPN
cana-5110	19	8	.	.	PUNCT
cana-5110	20	1	(	(	PUNCT
cana-5110	20	2	2009	2009	NUM
cana-5110	20	3	)	)	PUNCT
cana-5110	20	4	.	.	PUNCT
cana-5110	21	1	mailto:harjitsingh.442@ctgroup.in	mailto:harjitsingh.442@ctgroup.in	PUNCT
cana-5110	21	2	communications	communication	NOUN
cana-5110	21	3	on	on	ADP
cana-5110	21	4	applied	apply	VERB
cana-5110	21	5	nonlinear	nonlinear	ADJ
cana-5110	21	6	analysis	analysis	NOUN
cana-5110	21	7	issn	issn	NOUN
cana-5110	21	8	:	:	PUNCT
cana-5110	21	9	1074	1074	NUM
cana-5110	21	10	-	-	PUNCT
cana-5110	21	11	133x	133x	NUM
cana-5110	21	12	vol	vol	NOUN
cana-5110	21	13	32	32	NUM
cana-5110	21	14	no	no	NOUN
cana-5110	21	15	.	.	PUNCT
cana-5110	22	1	icmasd	icmasd	NOUN
cana-5110	22	2	(	(	PUNCT
cana-5110	22	3	2025	2025	NUM
cana-5110	22	4	)	)	PUNCT
cana-5110	22	5	839	839	NUM
cana-5110	22	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	22	7	experimental	experimental	ADJ
cana-5110	22	8	investigations	investigation	NOUN
cana-5110	22	9	on	on	ADP
cana-5110	22	10	heat	heat	NOUN
cana-5110	22	11	transfer	transfer	NOUN
cana-5110	22	12	and	and	CCONJ
cana-5110	22	13	friction	friction	NOUN
cana-5110	22	14	in	in	ADP
cana-5110	22	15	artificially	artificially	ADV
cana-5110	22	16	roughened	roughen	VERB
cana-5110	22	17	solar	solar	ADJ
cana-5110	22	18	air	air	NOUN
cana-5110	22	19	heater	heater	NOUN
cana-5110	22	20	duct	duct	NOUN
cana-5110	22	21	have	have	AUX
cana-5110	22	22	been	be	AUX
cana-5110	22	23	reported	report	VERB
cana-5110	22	24	by	by	ADP
cana-5110	22	25	gupta	gupta	PROPN
cana-5110	22	26	et	et	PROPN
cana-5110	22	27	al	al	PROPN
cana-5110	22	28	.	.	PROPN
cana-5110	23	1	(	(	PUNCT
cana-5110	23	2	1993	1993	NUM
cana-5110	23	3	)	)	PUNCT
cana-5110	23	4	,	,	PUNCT
cana-5110	23	5	jaurker	jaurker	PROPN
cana-5110	23	6	et	et	PROPN
cana-5110	23	7	al	al	PROPN
cana-5110	23	8	.	.	PROPN
cana-5110	24	1	(	(	PUNCT
cana-5110	24	2	2006	2006	NUM
cana-5110	24	3	)	)	PUNCT
cana-5110	24	4	,	,	PUNCT
cana-5110	24	5	karwa	karwa	PROPN
cana-5110	24	6	(	(	PUNCT
cana-5110	24	7	2003	2003	NUM
cana-5110	24	8	)	)	PUNCT
cana-5110	24	9	,	,	PUNCT
cana-5110	24	10	karmare	karmare	VERB
cana-5110	24	11	and	and	CCONJ
cana-5110	24	12	tikekar	tikekar	PROPN
cana-5110	24	13	(	(	PUNCT
cana-5110	24	14	2007	2007	NUM
cana-5110	24	15	)	)	PUNCT
cana-5110	24	16	,	,	PUNCT
cana-5110	24	17	prasad	prasad	PROPN
cana-5110	24	18	and	and	CCONJ
cana-5110	24	19	saini	saini	PROPN
cana-5110	24	20	(	(	PUNCT
cana-5110	24	21	1998	1998	NUM
cana-5110	24	22	)	)	PUNCT
cana-5110	24	23	,	,	PUNCT
cana-5110	24	24	saini	saini	PROPN
cana-5110	24	25	and	and	CCONJ
cana-5110	24	26	saini	saini	PROPN
cana-5110	24	27	(	(	PUNCT
cana-5110	24	28	1997	1997	NUM
cana-5110	24	29	)	)	PUNCT
cana-5110	24	30	.	.	PUNCT
cana-5110	25	1	nusselt	nusselt	NOUN
cana-5110	25	2	number	number	NOUN
cana-5110	25	3	and	and	CCONJ
cana-5110	25	4	friction	friction	NOUN
cana-5110	25	5	factor	factor	NOUN
cana-5110	25	6	correlations	correlation	NOUN
cana-5110	25	7	have	have	AUX
cana-5110	25	8	been	be	AUX
cana-5110	25	9	developed	develop	VERB
cana-5110	25	10	by	by	ADP
cana-5110	25	11	these	these	DET
cana-5110	25	12	investigators	investigator	NOUN
cana-5110	25	13	by	by	ADP
cana-5110	25	14	using	use	VERB
cana-5110	25	15	experimental	experimental	ADJ
cana-5110	25	16	data	datum	NOUN
cana-5110	25	17	.	.	PUNCT
cana-5110	26	1	considerable	considerable	ADJ
cana-5110	26	2	amount	amount	NOUN
cana-5110	26	3	of	of	ADP
cana-5110	26	4	experimentation	experimentation	NOUN
cana-5110	26	5	has	have	AUX
cana-5110	26	6	been	be	AUX
cana-5110	26	7	reported	report	VERB
cana-5110	26	8	in	in	ADP
cana-5110	26	9	literature	literature	NOUN
cana-5110	26	10	to	to	PART
cana-5110	26	11	study	study	VERB
cana-5110	26	12	effect	effect	NOUN
cana-5110	26	13	of	of	ADP
cana-5110	26	14	different	different	ADJ
cana-5110	26	15	type	type	NOUN
cana-5110	26	16	of	of	ADP
cana-5110	26	17	roughness	roughness	NOUN
cana-5110	26	18	geometries	geometry	NOUN
cana-5110	26	19	on	on	ADP
cana-5110	26	20	heat	heat	NOUN
cana-5110	26	21	transfer	transfer	NOUN
cana-5110	26	22	and	and	CCONJ
cana-5110	26	23	friction	friction	NOUN
cana-5110	26	24	in	in	ADP
cana-5110	26	25	duct	duct	NOUN
cana-5110	26	26	of	of	ADP
cana-5110	26	27	solar	solar	ADJ
cana-5110	26	28	air	air	NOUN
cana-5110	26	29	heaters	heater	NOUN
cana-5110	26	30	.	.	PUNCT
cana-5110	27	1	formation	formation	NOUN
cana-5110	27	2	of	of	ADP
cana-5110	27	3	protrusions	protrusion	NOUN
cana-5110	27	4	on	on	ADP
cana-5110	27	5	the	the	DET
cana-5110	27	6	absorber	absorber	NOUN
cana-5110	27	7	plate	plate	NOUN
cana-5110	27	8	is	be	AUX
cana-5110	27	9	the	the	DET
cana-5110	27	10	latest	late	ADJ
cana-5110	27	11	and	and	CCONJ
cana-5110	27	12	simple	simple	ADJ
cana-5110	27	13	technique	technique	NOUN
cana-5110	27	14	as	as	SCONJ
cana-5110	27	15	protrusions	protrusion	NOUN
cana-5110	27	16	are	be	AUX
cana-5110	27	17	easy	easy	ADJ
cana-5110	27	18	to	to	PART
cana-5110	27	19	fabricate	fabricate	VERB
cana-5110	27	20	and	and	CCONJ
cana-5110	27	21	do	do	AUX
cana-5110	27	22	not	not	PART
cana-5110	27	23	add	add	VERB
cana-5110	27	24	extra	extra	ADJ
cana-5110	27	25	weight	weight	NOUN
cana-5110	27	26	to	to	ADP
cana-5110	27	27	the	the	DET
cana-5110	27	28	absorber	absorber	NOUN
cana-5110	27	29	plate	plate	NOUN
cana-5110	27	30	.	.	PUNCT
cana-5110	28	1	in	in	ADP
cana-5110	28	2	the	the	DET
cana-5110	28	3	present	present	ADJ
cana-5110	28	4	paper	paper	NOUN
cana-5110	28	5	,	,	PUNCT
cana-5110	28	6	an	an	DET
cana-5110	28	7	experimental	experimental	ADJ
cana-5110	28	8	investigation	investigation	NOUN
cana-5110	28	9	has	have	AUX
cana-5110	28	10	been	be	AUX
cana-5110	28	11	carried	carry	VERB
cana-5110	28	12	out	out	ADP
cana-5110	28	13	on	on	ADP
cana-5110	28	14	solar	solar	ADJ
cana-5110	28	15	air	air	NOUN
cana-5110	28	16	heater	heater	NOUN
cana-5110	28	17	duct	duct	NOUN
cana-5110	28	18	having	have	VERB
cana-5110	28	19	protrusions	protrusion	NOUN
cana-5110	28	20	as	as	ADP
cana-5110	28	21	roughness	roughness	NOUN
cana-5110	28	22	geometry	geometry	NOUN
cana-5110	28	23	.	.	PUNCT
cana-5110	29	1	nusselt	nusselt	NOUN
cana-5110	29	2	number	number	NOUN
cana-5110	29	3	and	and	CCONJ
cana-5110	29	4	friction	friction	NOUN
cana-5110	29	5	factor	factor	NOUN
cana-5110	29	6	correlations	correlation	NOUN
cana-5110	29	7	as	as	ADP
cana-5110	29	8	a	a	DET
cana-5110	29	9	function	function	NOUN
cana-5110	29	10	of	of	ADP
cana-5110	29	11	system	system	NOUN
cana-5110	29	12	and	and	CCONJ
cana-5110	29	13	operating	operating	NOUN
cana-5110	29	14	parameters	parameter	NOUN
cana-5110	29	15	have	have	AUX
cana-5110	29	16	been	be	AUX
cana-5110	29	17	developed	develop	VERB
cana-5110	29	18	by	by	ADP
cana-5110	29	19	using	use	VERB
cana-5110	29	20	experimental	experimental	ADJ
cana-5110	29	21	data	datum	NOUN
cana-5110	29	22	.	.	PUNCT
cana-5110	30	1	2	2	X
cana-5110	30	2	.	.	X
cana-5110	30	3	experimental	experimental	ADJ
cana-5110	30	4	program	program	NOUN
cana-5110	30	5	in	in	ADP
cana-5110	30	6	order	order	NOUN
cana-5110	30	7	to	to	PART
cana-5110	30	8	carry	carry	VERB
cana-5110	30	9	out	out	ADP
cana-5110	30	10	present	present	ADJ
cana-5110	30	11	experimental	experimental	ADJ
cana-5110	30	12	work	work	NOUN
cana-5110	30	13	,	,	PUNCT
cana-5110	30	14	a	a	DET
cana-5110	30	15	test	test	NOUN
cana-5110	30	16	rig	rig	NOUN
cana-5110	30	17	was	be	AUX
cana-5110	30	18	used	use	VERB
cana-5110	30	19	.	.	PUNCT
cana-5110	31	1	the	the	DET
cana-5110	31	2	rig	rig	NOUN
cana-5110	31	3	has	have	AUX
cana-5110	31	4	been	be	AUX
cana-5110	31	5	designed	design	VERB
cana-5110	31	6	and	and	CCONJ
cana-5110	31	7	fabricated	fabricate	VERB
cana-5110	31	8	as	as	ADP
cana-5110	31	9	per	per	ADP
cana-5110	31	10	the	the	DET
cana-5110	31	11	guidelines	guideline	NOUN
cana-5110	31	12	proposed	propose	VERB
cana-5110	31	13	in	in	ADP
cana-5110	31	14	the	the	DET
cana-5110	31	15	literature	literature	NOUN
cana-5110	31	16	for	for	ADP
cana-5110	31	17	similar	similar	ADJ
cana-5110	31	18	experimental	experimental	ADJ
cana-5110	31	19	investigations	investigation	NOUN
cana-5110	31	20	reported	report	VERB
cana-5110	31	21	by	by	ADP
cana-5110	31	22	saini	saini	PROPN
cana-5110	31	23	and	and	CCONJ
cana-5110	31	24	saini	saini	PROPN
cana-5110	31	25	,	,	PUNCT
cana-5110	31	26	(	(	PUNCT
cana-5110	31	27	1997	1997	NUM
cana-5110	31	28	)	)	PUNCT
cana-5110	31	29	and	and	CCONJ
cana-5110	31	30	saini	saini	PROPN
cana-5110	31	31	and	and	CCONJ
cana-5110	31	32	verma	verma	PROPN
cana-5110	31	33	,	,	PUNCT
cana-5110	31	34	2008	2008	NUM
cana-5110	31	35	.	.	PUNCT
cana-5110	32	1	schematic	schematic	ADJ
cana-5110	32	2	diagram	diagram	NOUN
cana-5110	32	3	and	and	CCONJ
cana-5110	32	4	sectional	sectional	ADJ
cana-5110	32	5	view	view	NOUN
cana-5110	32	6	of	of	ADP
cana-5110	32	7	experimental	experimental	ADJ
cana-5110	32	8	set	set	NOUN
cana-5110	32	9	-	-	PUNCT
cana-5110	32	10	up	up	NOUN
cana-5110	32	11	is	be	AUX
cana-5110	32	12	shown	show	VERB
cana-5110	32	13	in	in	ADP
cana-5110	32	14	fig	fig	NOUN
cana-5110	32	15	.	.	PUNCT
cana-5110	33	1	1	1	X
cana-5110	33	2	.	.	X
cana-5110	33	3	aspect	aspect	NOUN
cana-5110	33	4	ratio	ratio	NOUN
cana-5110	33	5	of	of	ADP
cana-5110	33	6	rectangular	rectangular	ADJ
cana-5110	33	7	duct	duct	NOUN
cana-5110	33	8	is	be	AUX
cana-5110	33	9	10	10	NUM
cana-5110	33	10	;	;	PUNCT
cana-5110	33	11	generally	generally	ADV
cana-5110	33	12	it	it	PRON
cana-5110	33	13	is	be	AUX
cana-5110	33	14	kept	keep	VERB
cana-5110	33	15	in	in	ADP
cana-5110	33	16	the	the	DET
cana-5110	33	17	range	range	NOUN
cana-5110	33	18	of	of	ADP
cana-5110	33	19	9	9	NUM
cana-5110	33	20	to	to	PART
cana-5110	33	21	11	11	NUM
cana-5110	33	22	for	for	ADP
cana-5110	33	23	solar	solar	ADJ
cana-5110	33	24	air	air	NOUN
cana-5110	33	25	heaters	heater	NOUN
cana-5110	33	26	.	.	PUNCT
cana-5110	34	1	aspect	aspect	PROPN
cana-5110	34	2	ratio	ratio	NOUN
cana-5110	34	3	of	of	ADP
cana-5110	34	4	rectangular	rectangular	ADJ
cana-5110	34	5	duct	duct	NOUN
cana-5110	34	6	channel	channel	NOUN
cana-5110	34	7	is	be	AUX
cana-5110	34	8	the	the	DET
cana-5110	34	9	ratio	ratio	NOUN
cana-5110	34	10	of	of	ADP
cana-5110	34	11	its	its	PRON
cana-5110	34	12	width	width	ADJ
cana-5110	34	13	(	(	PUNCT
cana-5110	34	14	w	w	NOUN
cana-5110	34	15	)	)	PUNCT
cana-5110	34	16	and	and	CCONJ
cana-5110	34	17	height	height	NOUN
cana-5110	34	18	(	(	PUNCT
cana-5110	34	19	h	h	NOUN
cana-5110	34	20	)	)	PUNCT
cana-5110	34	21	.	.	PUNCT
cana-5110	35	1	the	the	DET
cana-5110	35	2	length	length	NOUN
cana-5110	35	3	of	of	ADP
cana-5110	35	4	test	test	NOUN
cana-5110	35	5	section	section	NOUN
cana-5110	35	6	was	be	AUX
cana-5110	35	7	kept	keep	VERB
cana-5110	35	8	as	as	ADP
cana-5110	35	9	1000	1000	NUM
cana-5110	35	10	mm	mm	NOUN
cana-5110	35	11	,	,	PUNCT
cana-5110	35	12	whereas	whereas	SCONJ
cana-5110	35	13	lengths	length	NOUN
cana-5110	35	14	of	of	ADP
cana-5110	35	15	entry	entry	NOUN
cana-5110	35	16	and	and	CCONJ
cana-5110	35	17	exit	exit	NOUN
cana-5110	35	18	sections	section	NOUN
cana-5110	35	19	were	be	AUX
cana-5110	35	20	kept	keep	VERB
cana-5110	35	21	as	as	ADP
cana-5110	35	22	900	900	NUM
cana-5110	35	23	mm	mm	NOUN
cana-5110	35	24	and	and	CCONJ
cana-5110	35	25	500	500	NUM
cana-5110	35	26	mm	mm	NOUN
cana-5110	35	27	respectively	respectively	ADV
cana-5110	35	28	which	which	PRON
cana-5110	35	29	were	be	AUX
cana-5110	35	30	in	in	ADP
cana-5110	35	31	accordance	accordance	NOUN
cana-5110	35	32	with	with	ADP
cana-5110	35	33	the	the	DET
cana-5110	35	34	ashrae	ashrae	PROPN
cana-5110	35	35	standard	standard	PROPN
cana-5110	35	36	(	(	PUNCT
cana-5110	35	37	1977	1977	NUM
cana-5110	35	38	)	)	PUNCT
cana-5110	35	39	.	.	PUNCT
cana-5110	36	1	therefore	therefore	ADV
cana-5110	36	2	the	the	DET
cana-5110	36	3	total	total	ADJ
cana-5110	36	4	length	length	NOUN
cana-5110	36	5	of	of	ADP
cana-5110	36	6	air	air	NOUN
cana-5110	36	7	duct	duct	NOUN
cana-5110	36	8	was	be	AUX
cana-5110	36	9	2400	2400	NUM
cana-5110	36	10	(	(	PUNCT
cana-5110	36	11	900	900	NUM
cana-5110	36	12	+	+	NOUN
cana-5110	36	13	1000	1000	NUM
cana-5110	36	14	+	+	SYM
cana-5110	36	15	500	500	NUM
cana-5110	36	16	)	)	PUNCT
cana-5110	36	17	mm	mm	NOUN
cana-5110	36	18	.	.	PUNCT
cana-5110	37	1	an	an	DET
cana-5110	37	2	orifice	orifice	ADJ
cana-5110	37	3	plate	plate	NOUN
cana-5110	37	4	of	of	ADP
cana-5110	37	5	40	40	NUM
cana-5110	37	6	mm	mm	NOUN
cana-5110	37	7	internal	internal	ADJ
cana-5110	37	8	diameter	diameter	NOUN
cana-5110	37	9	and	and	CCONJ
cana-5110	37	10	3	3	NUM
cana-5110	37	11	mm	mm	NOUN
cana-5110	37	12	thickness	thickness	NOUN
cana-5110	37	13	was	be	AUX
cana-5110	37	14	installed	instal	VERB
cana-5110	37	15	in	in	ADP
cana-5110	37	16	the	the	DET
cana-5110	37	17	pipeline	pipeline	NOUN
cana-5110	37	18	of	of	ADP
cana-5110	37	19	80	80	NUM
cana-5110	37	20	mm	mm	NOUN
cana-5110	37	21	diameter	diameter	NOUN
cana-5110	37	22	with	with	ADP
cana-5110	37	23	u	u	NOUN
cana-5110	37	24	-	-	ADJ
cana-5110	37	25	tube	tube	ADJ
cana-5110	37	26	manometer	manometer	NOUN
cana-5110	37	27	,	,	PUNCT
cana-5110	37	28	for	for	ADP
cana-5110	37	29	measuring	measure	VERB
cana-5110	37	30	air	air	NOUN
cana-5110	37	31	flow	flow	NOUN
cana-5110	37	32	rate	rate	NOUN
cana-5110	37	33	.micro	.micro	NOUN
cana-5110	37	34	-	-	NOUN
cana-5110	37	35	manometer	manometer	NOUN
cana-5110	37	36	was	be	AUX
cana-5110	37	37	used	use	VERB
cana-5110	37	38	to	to	PART
cana-5110	37	39	measure	measure	VERB
cana-5110	37	40	the	the	DET
cana-5110	37	41	pressure	pressure	NOUN
cana-5110	37	42	drop	drop	NOUN
cana-5110	37	43	across	across	ADP
cana-5110	37	44	test	test	NOUN
cana-5110	37	45	section	section	NOUN
cana-5110	37	46	of	of	ADP
cana-5110	37	47	the	the	DET
cana-5110	37	48	duct	duct	NOUN
cana-5110	37	49	.	.	PUNCT
cana-5110	38	1	calibrated	calibrate	VERB
cana-5110	38	2	copper	copper	NOUN
cana-5110	38	3	-	-	ADJ
cana-5110	38	4	constantan	constantan	ADJ
cana-5110	38	5	thermocouples	thermocouple	NOUN
cana-5110	38	6	were	be	AUX
cana-5110	38	7	used	use	VERB
cana-5110	38	8	for	for	ADP
cana-5110	38	9	measuring	measure	VERB
cana-5110	38	10	plate	plate	NOUN
cana-5110	38	11	and	and	CCONJ
cana-5110	38	12	air	air	NOUN
cana-5110	38	13	temperatures	temperature	NOUN
cana-5110	38	14	.	.	PUNCT
cana-5110	39	1	control	control	NOUN
cana-5110	39	2	valves	valve	NOUN
cana-5110	39	3	were	be	AUX
cana-5110	39	4	provided	provide	VERB
cana-5110	39	5	at	at	ADP
cana-5110	39	6	inlet	inlet	NOUN
cana-5110	39	7	and	and	CCONJ
cana-5110	39	8	outlet	outlet	NOUN
cana-5110	39	9	of	of	ADP
cana-5110	39	10	centrifugal	centrifugal	ADJ
cana-5110	39	11	blower	blower	NOUN
cana-5110	39	12	for	for	ADP
cana-5110	39	13	control	control	NOUN
cana-5110	39	14	of	of	ADP
cana-5110	39	15	air	air	NOUN
cana-5110	39	16	flow	flow	NOUN
cana-5110	39	17	rate	rate	NOUN
cana-5110	39	18	through	through	ADP
cana-5110	39	19	the	the	DET
cana-5110	39	20	duct	duct	NOUN
cana-5110	39	21	.	.	PUNCT
cana-5110	40	1	twelve	twelve	NUM
cana-5110	40	2	thermocouples	thermocouple	NOUN
cana-5110	40	3	were	be	AUX
cana-5110	40	4	installed	instal	VERB
cana-5110	40	5	in	in	ADP
cana-5110	40	6	the	the	DET
cana-5110	40	7	air	air	NOUN
cana-5110	40	8	duct	duct	NOUN
cana-5110	40	9	and	and	CCONJ
cana-5110	40	10	twelve	twelve	NUM
cana-5110	40	11	thermocouples	thermocouple	NOUN
cana-5110	40	12	were	be	AUX
cana-5110	40	13	fixed	fix	VERB
cana-5110	40	14	on	on	ADP
cana-5110	40	15	test	test	NOUN
cana-5110	40	16	section	section	NOUN
cana-5110	40	17	of	of	ADP
cana-5110	40	18	the	the	DET
cana-5110	40	19	test	test	NOUN
cana-5110	40	20	section	section	NOUN
cana-5110	40	21	of	of	ADP
cana-5110	40	22	the	the	DET
cana-5110	40	23	absorber	absorber	NOUN
cana-5110	40	24	plate	plate	NOUN
cana-5110	40	25	for	for	ADP
cana-5110	40	26	measuring	measure	VERB
cana-5110	40	27	plate	plate	NOUN
cana-5110	40	28	temperature	temperature	NOUN
cana-5110	40	29	.	.	PUNCT
cana-5110	41	1	(	(	PUNCT
cana-5110	41	2	a	a	X
cana-5110	41	3	)	)	PUNCT
cana-5110	41	4	communications	communication	NOUN
cana-5110	41	5	on	on	ADP
cana-5110	41	6	applied	apply	VERB
cana-5110	41	7	nonlinear	nonlinear	ADJ
cana-5110	41	8	analysis	analysis	NOUN
cana-5110	41	9	issn	issn	NOUN
cana-5110	41	10	:	:	PUNCT
cana-5110	41	11	1074	1074	NUM
cana-5110	41	12	-	-	PUNCT
cana-5110	41	13	133x	133x	NUM
cana-5110	41	14	vol	vol	NOUN
cana-5110	41	15	32	32	NUM
cana-5110	41	16	no	no	NOUN
cana-5110	41	17	.	.	PUNCT
cana-5110	42	1	icmasd	icmasd	NOUN
cana-5110	42	2	(	(	PUNCT
cana-5110	42	3	2025	2025	NUM
cana-5110	42	4	)	)	PUNCT
cana-5110	42	5	840	840	NUM
cana-5110	42	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	42	7	1	1	NUM
cana-5110	42	8	.	.	PUNCT
cana-5110	42	9	entry	entry	NOUN
cana-5110	42	10	section	section	NOUN
cana-5110	42	11	,	,	PUNCT
cana-5110	42	12	2	2	NUM
cana-5110	42	13	.	.	PUNCT
cana-5110	42	14	test	test	NOUN
cana-5110	42	15	section	section	NOUN
cana-5110	42	16	,	,	PUNCT
cana-5110	42	17	3	3	X
cana-5110	42	18	.	.	PUNCT
cana-5110	42	19	exit	exit	NOUN
cana-5110	42	20	section	section	NOUN
cana-5110	42	21	,	,	PUNCT
cana-5110	42	22	4	4	NUM
cana-5110	42	23	.	.	PUNCT
cana-5110	42	24	plenum	plenum	PROPN
cana-5110	42	25	,	,	PUNCT
cana-5110	42	26	5	5	NUM
cana-5110	42	27	.	.	X
cana-5110	42	28	u	u	ADJ
cana-5110	42	29	-	-	ADJ
cana-5110	42	30	tube	tube	ADJ
cana-5110	42	31	manometer	manometer	NOUN
cana-5110	42	32	,	,	PUNCT
cana-5110	42	33	6	6	NUM
cana-5110	42	34	.	.	PUNCT
cana-5110	42	35	orifice	orifice	NOUN
cana-5110	42	36	plate	plate	NOUN
cana-5110	42	37	,	,	PUNCT
cana-5110	42	38	7	7	X
cana-5110	42	39	.	.	PUNCT
cana-5110	42	40	gi	gi	NOUN
cana-5110	42	41	pipe	pipe	PROPN
cana-5110	42	42	,	,	PUNCT
cana-5110	42	43	8	8	NUM
cana-5110	42	44	.	.	PUNCT
cana-5110	43	1	control	control	NOUN
cana-5110	43	2	valves	valve	NOUN
cana-5110	43	3	,	,	PUNCT
cana-5110	43	4	9	9	NUM
cana-5110	43	5	.	.	PUNCT
cana-5110	43	6	centrifugal	centrifugal	ADJ
cana-5110	43	7	valve	valve	NOUN
cana-5110	43	8	,	,	PUNCT
cana-5110	43	9	10	10	NUM
cana-5110	43	10	.	.	PUNCT
cana-5110	43	11	electric	electric	ADJ
cana-5110	43	12	motor	motor	PROPN
cana-5110	43	13	,	,	PUNCT
cana-5110	43	14	11.selector	11.selector	NUM
cana-5110	43	15	switch	switch	NOUN
cana-5110	43	16	,	,	PUNCT
cana-5110	43	17	12	12	NUM
cana-5110	43	18	.	.	PUNCT
cana-5110	44	1	temperature	temperature	NOUN
cana-5110	44	2	indicator	indicator	NOUN
cana-5110	44	3	,	,	PUNCT
cana-5110	44	4	13	13	NUM
cana-5110	44	5	.	.	PUNCT
cana-5110	44	6	variac	variac	ADJ
cana-5110	44	7	fig	fig	NOUN
cana-5110	44	8	.	.	PUNCT
cana-5110	45	1	1	1	NUM
cana-5110	45	2	:	:	PUNCT
cana-5110	45	3	a	a	X
cana-5110	45	4	)	)	PUNCT
cana-5110	45	5	schematic	schematic	ADJ
cana-5110	45	6	of	of	ADP
cana-5110	45	7	experimental	experimental	ADJ
cana-5110	45	8	set	set	NOUN
cana-5110	45	9	-	-	PUNCT
cana-5110	45	10	up	up	NOUN
cana-5110	45	11	.	.	PUNCT
cana-5110	46	1	b	b	X
cana-5110	46	2	)	)	PUNCT
cana-5110	46	3	sectional	sectional	ADJ
cana-5110	46	4	view	view	NOUN
cana-5110	46	5	of	of	ADP
cana-5110	46	6	duct	duct	NOUN
cana-5110	46	7	from	from	ADP
cana-5110	46	8	entry	entry	NOUN
cana-5110	46	9	side	side	NOUN
cana-5110	46	10	.	.	PUNCT
cana-5110	47	1	3	3	X
cana-5110	47	2	.	.	X
cana-5110	47	3	roughness	roughness	NOUN
cana-5110	47	4	geometry	geometry	NOUN
cana-5110	47	5	and	and	CCONJ
cana-5110	47	6	range	range	NOUN
cana-5110	47	7	of	of	ADP
cana-5110	47	8	parameters	parameter	NOUN
cana-5110	47	9	in	in	ADP
cana-5110	47	10	the	the	DET
cana-5110	47	11	present	present	ADJ
cana-5110	47	12	investigation	investigation	NOUN
cana-5110	47	13	,	,	PUNCT
cana-5110	47	14	the	the	DET
cana-5110	47	15	absorber	absorber	NOUN
cana-5110	47	16	plate	plate	NOUN
cana-5110	47	17	was	be	AUX
cana-5110	47	18	roughened	roughen	VERB
cana-5110	47	19	by	by	ADP
cana-5110	47	20	the	the	DET
cana-5110	47	21	formation	formation	NOUN
cana-5110	47	22	of	of	ADP
cana-5110	47	23	square	square	ADJ
cana-5110	47	24	type	type	NOUN
cana-5110	47	25	protrusions	protrusion	NOUN
cana-5110	47	26	.	.	PUNCT
cana-5110	48	1	photographic	photographic	ADJ
cana-5110	48	2	view	view	NOUN
cana-5110	48	3	of	of	ADP
cana-5110	48	4	absorber	absorber	NOUN
cana-5110	48	5	plate	plate	NOUN
cana-5110	48	6	roughened	roughen	VERB
cana-5110	48	7	by	by	ADP
cana-5110	48	8	formation	formation	NOUN
cana-5110	48	9	of	of	ADP
cana-5110	48	10	square	square	ADJ
cana-5110	48	11	protrusions	protrusion	NOUN
cana-5110	48	12	is	be	AUX
cana-5110	48	13	shown	show	VERB
cana-5110	48	14	in	in	ADP
cana-5110	48	15	fig	fig	NOUN
cana-5110	48	16	.	.	PUNCT
cana-5110	49	1	2	2	X
cana-5110	49	2	.	.	X
cana-5110	49	3	arrangement	arrangement	NOUN
cana-5110	49	4	and	and	CCONJ
cana-5110	49	5	shape	shape	NOUN
cana-5110	49	6	of	of	ADP
cana-5110	49	7	artificial	artificial	ADJ
cana-5110	49	8	roughness	roughness	NOUN
cana-5110	49	9	geometry	geometry	NOUN
cana-5110	49	10	used	use	VERB
cana-5110	49	11	in	in	ADP
cana-5110	49	12	the	the	DET
cana-5110	49	13	present	present	ADJ
cana-5110	49	14	experimental	experimental	ADJ
cana-5110	49	15	investigation	investigation	NOUN
cana-5110	49	16	is	be	AUX
cana-5110	49	17	shown	show	VERB
cana-5110	49	18	in	in	ADP
cana-5110	49	19	fig	fig	NOUN
cana-5110	49	20	.	.	PUNCT
cana-5110	50	1	3	3	X
cana-5110	50	2	.	.	X
cana-5110	50	3	the	the	DET
cana-5110	50	4	range	range	NOUN
cana-5110	50	5	/	/	SYM
cana-5110	50	6	value	value	NOUN
cana-5110	50	7	of	of	ADP
cana-5110	50	8	system	system	NOUN
cana-5110	50	9	and	and	CCONJ
cana-5110	50	10	operating	operating	NOUN
cana-5110	50	11	parameters	parameter	NOUN
cana-5110	50	12	used	use	VERB
cana-5110	50	13	in	in	ADP
cana-5110	50	14	investigation	investigation	NOUN
cana-5110	50	15	is	be	AUX
cana-5110	50	16	listed	list	VERB
cana-5110	50	17	in	in	ADP
cana-5110	50	18	table	table	NOUN
cana-5110	50	19	3.1	3.1	NUM
cana-5110	50	20	w	w	NOUN
cana-5110	50	21	h	h	NOUN
cana-5110	50	22	ap	ap	INTJ
cana-5110	51	1	eh	eh	INTJ
cana-5110	52	1	i	i	PRON
cana-5110	53	1	i	i	PRON
cana-5110	54	1	i	i	PRON
cana-5110	54	2	insulation	insulation	NOUN
cana-5110	54	3	h	h	PROPN
cana-5110	54	4	duct	duct	NOUN
cana-5110	54	5	height	height	NOUN
cana-5110	54	6	w	w	PROPN
cana-5110	54	7	duct	duct	NOUN
cana-5110	54	8	width	width	NOUN
cana-5110	54	9	v	v	AUX
cana-5110	54	10	voltmeter	voltmeter	VERB
cana-5110	54	11	a	a	DET
cana-5110	54	12	ammeter	ammeter	NOUN
cana-5110	54	13	mm	mm	PROPN
cana-5110	54	14	micro	micro	PROPN
cana-5110	54	15	manometer	manometer	PROPN
cana-5110	54	16	eh	eh	PROPN
cana-5110	54	17	electric	electric	PROPN
cana-5110	54	18	heater	heater	PROPN
cana-5110	54	19	ap	ap	PROPN
cana-5110	54	20	absorber	absorber	AUX
cana-5110	54	21	plate	plate	NOUN
cana-5110	54	22	communications	communication	NOUN
cana-5110	54	23	on	on	ADP
cana-5110	54	24	applied	apply	VERB
cana-5110	54	25	nonlinear	nonlinear	ADJ
cana-5110	54	26	analysis	analysis	NOUN
cana-5110	54	27	issn	issn	NOUN
cana-5110	54	28	:	:	PUNCT
cana-5110	54	29	1074	1074	NUM
cana-5110	54	30	-	-	PUNCT
cana-5110	54	31	133x	133x	NUM
cana-5110	54	32	vol	vol	NOUN
cana-5110	54	33	32	32	NUM
cana-5110	54	34	no	no	NOUN
cana-5110	54	35	.	.	PUNCT
cana-5110	55	1	icmasd	icmasd	NOUN
cana-5110	55	2	(	(	PUNCT
cana-5110	55	3	2025	2025	NUM
cana-5110	55	4	)	)	PUNCT
cana-5110	55	5	841	841	NUM
cana-5110	55	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-5110	55	7	fig	fig	NOUN
cana-5110	55	8	.	.	PUNCT
cana-5110	56	1	2	2	NUM
cana-5110	56	2	:	:	PUNCT
cana-5110	56	3	photographic	photographic	ADJ
cana-5110	56	4	view	view	NOUN
cana-5110	56	5	of	of	ADP
cana-5110	56	6	absorber	absorber	NOUN
cana-5110	56	7	plate	plate	NOUN
cana-5110	56	8	roughened	roughen	VERB
cana-5110	56	9	by	by	ADP
cana-5110	56	10	formation	formation	NOUN
cana-5110	56	11	of	of	ADP
cana-5110	56	12	square	square	ADJ
cana-5110	56	13	protrusions	protrusion	NOUN
cana-5110	56	14	.	.	PUNCT
cana-5110	57	1	fig	fig	NOUN
cana-5110	57	2	.	.	PUNCT
cana-5110	58	1	3	3	NUM
cana-5110	58	2	:	:	PUNCT
cana-5110	58	3	schematic	schematic	ADJ
cana-5110	58	4	of	of	ADP
cana-5110	58	5	roughened	roughen	VERB
cana-5110	58	6	absorber	absorber	NOUN
cana-5110	58	7	plate	plate	NOUN
cana-5110	58	8	.	.	PUNCT
cana-5110	59	1	4	4	X
cana-5110	59	2	.	.	X
cana-5110	59	3	data	datum	NOUN
cana-5110	59	4	reduction	reduction	NOUN
cana-5110	59	5	numerical	numerical	ADJ
cana-5110	59	6	values	value	NOUN
cana-5110	59	7	of	of	ADP
cana-5110	59	8	heat	heat	NOUN
cana-5110	59	9	transfer	transfer	NOUN
cana-5110	59	10	coefficient	coefficient	NOUN
cana-5110	59	11	‘	'	PUNCT
cana-5110	59	12	h	h	NOUN
cana-5110	59	13	’	'	PUNCT
cana-5110	59	14	,	,	PUNCT
cana-5110	59	15	nusselt	nusselt	NOUN
cana-5110	59	16	number	number	NOUN
cana-5110	59	17	‘	'	PUNCT
cana-5110	59	18	nu	nu	NOUN
cana-5110	59	19	’	'	PUNCT
cana-5110	59	20	,	,	PUNCT
cana-5110	59	21	reynolds	reynolds	PROPN
cana-5110	59	22	number	number	NOUN
cana-5110	59	23	‘	'	PUNCT
cana-5110	59	24	re	re	NOUN
cana-5110	59	25	’	'	PUNCT
cana-5110	59	26	and	and	CCONJ
cana-5110	59	27	friction	friction	NOUN
cana-5110	59	28	factor	factor	NOUN
cana-5110	59	29	‘	'	PUNCT
cana-5110	59	30	f	f	X
cana-5110	59	31	’	'	PUNCT
cana-5110	59	32	were	be	AUX
cana-5110	59	33	obtained	obtain	VERB
cana-5110	59	34	by	by	ADP
cana-5110	59	35	reducing	reduce	VERB
cana-5110	59	36	the	the	DET
cana-5110	59	37	experimental	experimental	ADJ
cana-5110	59	38	data	datum	NOUN
cana-5110	59	39	as	as	SCONJ
cana-5110	59	40	described	describe	VERB
cana-5110	59	41	in	in	ADP
cana-5110	59	42	the	the	DET
cana-5110	59	43	following	follow	VERB
cana-5110	59	44	steps	step	NOUN
cana-5110	59	45	.	.	PUNCT
cana-5110	60	1	1	1	NUM
cana-5110	60	2	(	(	PUNCT
cana-5110	60	3	)	)	PUNCT
cana-5110	60	4	wop	wop	NOUN
cana-5110	60	5	g	g	PROPN
cana-5110	60	6	h	h	PROPN
cana-5110	60	7	=	=	SYM
cana-5110	60	8			NOUN
cana-5110	60	9			X
cana-5110	60	10	(	(	PUNCT
cana-5110	60	11	4.1	4.1	NUM
cana-5110	60	12	)	)	PUNCT
cana-5110	60	13	(	(	PUNCT
cana-5110	60	14	4.2	4.2	NUM
cana-5110	60	15	)	)	PUNCT
cana-5110	60	16	re	re	NOUN
cana-5110	60	17	hvd	hvd	NOUN
cana-5110	60	18	=	=	PUNCT
cana-5110	60	19			NOUN
cana-5110	60	20	(	(	PUNCT
cana-5110	60	21	4.3	4.3	NUM
cana-5110	60	22	)	)	PUNCT
cana-5110	60	23	(	(	PUNCT
cana-5110	60	24	)	)	PUNCT
cana-5110	60	25	u	u	NOUN
cana-5110	60	26	c	c	PROPN
cana-5110	60	27	pm	pm	NOUN
cana-5110	60	28	am	be	AUX
cana-5110	60	29	q	q	PROPN
cana-5110	60	30	h	h	NOUN
cana-5110	60	31	a	a	DET
cana-5110	60	32	t	t	NOUN
cana-5110	60	33	t	t	NOUN
cana-5110	61	1	=	=	SYM
cana-5110	61	2	−	−	PROPN
cana-5110	61	3	(	(	PUNCT
cana-5110	61	4	4.4	4.4	NUM
cana-5110	61	5	)	)	PUNCT
cana-5110	61	6	25	25	NUM
cana-5110	61	7	25	25	NUM
cana-5110	61	8	l	l	NOUN
cana-5110	61	9	s	s	PART
cana-5110	61	10	330	330	NUM
cana-5110	61	11	air	air	NOUN
cana-5110	61	12	flow	flow	NOUN
cana-5110	61	13	2400	2400	NUM
cana-5110	61	14	e	e	NOUN
cana-5110	61	15	all	all	DET
cana-5110	61	16	dimensions	dimension	NOUN
cana-5110	61	17	in	in	ADP
cana-5110	61	18	mm	mm	PROPN
cana-5110	61	19	4	4	NUM
cana-5110	61	20	0.52	0.52	NUM
cana-5110	61	21	sin	sin	NOUN
cana-5110	61	22	[	[	PUNCT
cana-5110	61	23	]	]	X
cana-5110	61	24	1	1	NUM
cana-5110	61	25	o	o	NOUN
cana-5110	62	1	d	d	X
cana-5110	62	2	t	t	X
cana-5110	62	3	p	p	NOUN
cana-5110	62	4	am	be	AUX
cana-5110	62	5	c	c	NOUN
cana-5110	62	6			NOUN
cana-5110	62	7	=	=	SYM
cana-5110	62	8	−	−	PROPN
cana-5110	62	9	communications	communication	NOUN
cana-5110	62	10	on	on	ADP
cana-5110	62	11	applied	apply	VERB
cana-5110	62	12	nonlinear	nonlinear	ADJ
cana-5110	62	13	analysis	analysis	NOUN
cana-5110	62	14	issn	issn	NOUN
cana-5110	62	15	:	:	PUNCT
cana-5110	62	16	1074	1074	NUM
cana-5110	62	17	-	-	PUNCT
cana-5110	62	18	133x	133x	NUM
cana-5110	62	19	vol	vol	NOUN
cana-5110	62	20	32	32	NUM
cana-5110	62	21	no	no	NOUN
cana-5110	62	22	.	.	PUNCT
cana-5110	63	1	icmasd	icmasd	NOUN
cana-5110	63	2	(	(	PUNCT
cana-5110	63	3	2025	2025	NUM
cana-5110	63	4	)	)	PUNCT
cana-5110	63	5	842	842	NUM
cana-5110	63	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	63	7	table	table	NOUN
cana-5110	63	8	3.1	3.1	NUM
cana-5110	63	9	:	:	PUNCT
cana-5110	63	10	range	range	NOUN
cana-5110	63	11	/	/	SYM
cana-5110	63	12	value	value	NOUN
cana-5110	63	13	of	of	ADP
cana-5110	63	14	system	system	NOUN
cana-5110	63	15	and	and	CCONJ
cana-5110	63	16	operating	operating	NOUN
cana-5110	63	17	parameters	parameter	NOUN
cana-5110	63	18	.	.	PUNCT
cana-5110	64	1	s.no	s.no	PROPN
cana-5110	64	2	.	.	PROPN
cana-5110	64	3	parameter	parameter	PROPN
cana-5110	64	4	range	range	PROPN
cana-5110	64	5	/	/	SYM
cana-5110	64	6	value	value	NOUN
cana-5110	64	7	1	1	NUM
cana-5110	64	8	reynolds	reynold	NOUN
cana-5110	64	9	number	number	NOUN
cana-5110	64	10	(	(	PUNCT
cana-5110	64	11	re	re	NOUN
cana-5110	64	12	)	)	PUNCT
cana-5110	64	13	4000	4000	NUM
cana-5110	64	14	-	-	SYM
cana-5110	64	15	20000	20000	NUM
cana-5110	64	16	2	2	NUM
cana-5110	64	17	relative	relative	ADJ
cana-5110	64	18	long	long	ADJ
cana-5110	64	19	way	way	NOUN
cana-5110	64	20	length	length	NOUN
cana-5110	64	21	(	(	PUNCT
cana-5110	64	22	l	l	NOUN
cana-5110	64	23	/	/	SYM
cana-5110	64	24	e	e	NOUN
cana-5110	64	25	)	)	PUNCT
cana-5110	64	26	37.5	37.5	NUM
cana-5110	64	27	3	3	NUM
cana-5110	64	28	relative	relative	ADJ
cana-5110	64	29	short	short	ADJ
cana-5110	64	30	way	way	NOUN
cana-5110	64	31	length	length	NOUN
cana-5110	64	32	(	(	PUNCT
cana-5110	64	33	s	s	X
cana-5110	64	34	/	/	SYM
cana-5110	64	35	e	e	NOUN
cana-5110	64	36	)	)	PUNCT
cana-5110	64	37	25	25	NUM
cana-5110	64	38	4	4	NUM
cana-5110	64	39	relative	relative	ADJ
cana-5110	64	40	roughness	roughness	NOUN
cana-5110	64	41	height	height	NOUN
cana-5110	64	42	(	(	PUNCT
cana-5110	64	43	e	e	NOUN
cana-5110	64	44	/	/	SYM
cana-5110	64	45	d	d	NOUN
cana-5110	64	46	)	)	PUNCT
cana-5110	64	47	0.03	0.03	NUM
cana-5110	64	48	5	5	NUM
cana-5110	64	49	duct	duct	NOUN
cana-5110	64	50	aspect	aspect	NOUN
cana-5110	64	51	ratio	ratio	NOUN
cana-5110	64	52	10	10	NUM
cana-5110	64	53	hhd	hhd	PROPN
cana-5110	64	54	nu	nu	PROPN
cana-5110	64	55	k	k	PROPN
cana-5110	65	1	=	=	PUNCT
cana-5110	66	1	(	(	PUNCT
cana-5110	66	2	4.5	4.5	NUM
cana-5110	66	3	)	)	PUNCT
cana-5110	66	4	2	2	NUM
cana-5110	66	5	(	(	PUNCT
cana-5110	66	6	)	)	PUNCT
cana-5110	66	7	kp	kp	PROPN
cana-5110	66	8	g	g	PROPN
cana-5110	66	9	h	h	PROPN
cana-5110	66	10	=	=	SYM
cana-5110	66	11			NOUN
cana-5110	66	12			X
cana-5110	66	13	(	(	PUNCT
cana-5110	66	14	4.6	4.6	NUM
cana-5110	66	15	)	)	SYM
cana-5110	66	16	2	2	NUM
cana-5110	66	17	)	)	PUNCT
cana-5110	66	18	4	4	NUM
cana-5110	66	19	hd	hd	NOUN
cana-5110	66	20	f	f	NOUN
cana-5110	66	21	lv	lv	NOUN
cana-5110	66	22	(	(	PROPN
cana-5110	66	23	=	=	PUNCT
cana-5110	66	24	(	(	PUNCT
cana-5110	66	25	4.7	4.7	NUM
cana-5110	66	26	)	)	PUNCT
cana-5110	66	27	5	5	NUM
cana-5110	66	28	.	.	PUNCT
cana-5110	66	29	validity	validity	NOUN
cana-5110	66	30	test	test	NOUN
cana-5110	66	31	of	of	ADP
cana-5110	66	32	experimental	experimental	ADJ
cana-5110	66	33	set	set	NOUN
cana-5110	66	34	-	-	PUNCT
cana-5110	66	35	up	up	NOUN
cana-5110	66	36	a	a	DET
cana-5110	66	37	thorough	thorough	ADJ
cana-5110	66	38	check	check	NOUN
cana-5110	66	39	of	of	ADP
cana-5110	66	40	experimental	experimental	ADJ
cana-5110	66	41	set	set	NOUN
cana-5110	66	42	-	-	PUNCT
cana-5110	66	43	up	up	NOUN
cana-5110	66	44	was	be	AUX
cana-5110	66	45	carried	carry	VERB
cana-5110	66	46	out	out	ADP
cana-5110	66	47	by	by	ADP
cana-5110	66	48	conducting	conduct	VERB
cana-5110	66	49	experimentation	experimentation	NOUN
cana-5110	66	50	on	on	ADP
cana-5110	66	51	smooth	smooth	ADJ
cana-5110	66	52	duct	duct	NOUN
cana-5110	66	53	.	.	PUNCT
cana-5110	67	1	accuracy	accuracy	NOUN
cana-5110	67	2	of	of	ADP
cana-5110	67	3	nusselt	nusselt	NOUN
cana-5110	67	4	number	number	NOUN
cana-5110	67	5	and	and	CCONJ
cana-5110	67	6	friction	friction	NOUN
cana-5110	67	7	factor	factor	NOUN
cana-5110	67	8	data	datum	NOUN
cana-5110	67	9	collected	collect	VERB
cana-5110	67	10	for	for	ADP
cana-5110	67	11	smooth	smooth	ADJ
cana-5110	67	12	duct	duct	NOUN
cana-5110	67	13	was	be	AUX
cana-5110	67	14	verified	verify	VERB
cana-5110	67	15	by	by	ADP
cana-5110	67	16	comparing	compare	VERB
cana-5110	67	17	it	it	PRON
cana-5110	67	18	with	with	ADP
cana-5110	67	19	the	the	DET
cana-5110	67	20	data	datum	NOUN
cana-5110	67	21	obtained	obtain	VERB
cana-5110	67	22	from	from	ADP
cana-5110	67	23	following	follow	VERB
cana-5110	67	24	nusselt	nusselt	NOUN
cana-5110	67	25	number	number	NOUN
cana-5110	67	26	and	and	CCONJ
cana-5110	67	27	friction	friction	NOUN
cana-5110	67	28	factor	factor	NOUN
cana-5110	67	29	correlations	correlation	NOUN
cana-5110	67	30	reported	report	VERB
cana-5110	67	31	by	by	ADP
cana-5110	67	32	hans	hans	PROPN
cana-5110	67	33	et	et	PROPN
cana-5110	67	34	al	al	PROPN
cana-5110	67	35	.	.	PROPN
cana-5110	68	1	(	(	PUNCT
cana-5110	68	2	2010	2010	NUM
cana-5110	68	3	)	)	PUNCT
cana-5110	68	4	for	for	ADP
cana-5110	68	5	rectangular	rectangular	ADJ
cana-5110	68	6	smooth	smooth	ADJ
cana-5110	68	7	duct	duct	NOUN
cana-5110	68	8	.	.	PUNCT
cana-5110	69	1	0.8	0.8	NUM
cana-5110	69	2	0.40.023re	0.40.023re	NUM
cana-5110	69	3	prnu	prnu	NOUN
cana-5110	69	4	=	=	SYM
cana-5110	69	5	(	(	PUNCT
cana-5110	69	6	dittus	dittus	X
cana-5110	69	7	–	–	PUNCT
cana-5110	69	8	boelter	boelter	NOUN
cana-5110	69	9	correlation	correlation	NOUN
cana-5110	69	10	)	)	PUNCT
cana-5110	70	1	0.250.085ref	0.250.085ref	NUM
cana-5110	70	2	−=	−=	VERB
cana-5110	70	3	(	(	PUNCT
cana-5110	70	4	modified	modify	VERB
cana-5110	70	5	blasius	blasius	ADJ
cana-5110	70	6	correlation	correlation	NOUN
cana-5110	70	7	)	)	PUNCT
cana-5110	70	8	comparison	comparison	NOUN
cana-5110	70	9	of	of	ADP
cana-5110	70	10	experimental	experimental	ADJ
cana-5110	70	11	and	and	CCONJ
cana-5110	70	12	predicted	predict	VERB
cana-5110	70	13	data	datum	NOUN
cana-5110	70	14	of	of	ADP
cana-5110	70	15	nusselt	nusselt	NOUN
cana-5110	70	16	number	number	NOUN
cana-5110	70	17	and	and	CCONJ
cana-5110	70	18	friction	friction	NOUN
cana-5110	70	19	factor	factor	NOUN
cana-5110	70	20	is	be	AUX
cana-5110	70	21	shown	show	VERB
cana-5110	70	22	in	in	ADP
cana-5110	70	23	figs	fig	NOUN
cana-5110	70	24	.	.	PUNCT
cana-5110	71	1	4	4	NUM
cana-5110	71	2	and	and	CCONJ
cana-5110	71	3	5	5	NUM
cana-5110	71	4	respectively	respectively	ADV
cana-5110	71	5	.	.	PUNCT
cana-5110	72	1	a	a	DET
cana-5110	72	2	reasonably	reasonably	ADV
cana-5110	72	3	good	good	ADJ
cana-5110	72	4	argument	argument	NOUN
cana-5110	72	5	between	between	ADP
cana-5110	72	6	experimental	experimental	ADJ
cana-5110	72	7	and	and	CCONJ
cana-5110	72	8	predicted	predict	VERB
cana-5110	72	9	data	datum	NOUN
cana-5110	72	10	ensures	ensure	VERB
cana-5110	72	11	accuracy	accuracy	NOUN
cana-5110	72	12	of	of	ADP
cana-5110	72	13	the	the	DET
cana-5110	72	14	data	datum	NOUN
cana-5110	72	15	being	be	AUX
cana-5110	72	16	collected	collect	VERB
cana-5110	72	17	from	from	ADP
cana-5110	72	18	the	the	DET
cana-5110	72	19	experimental	experimental	ADJ
cana-5110	72	20	set	set	NOUN
cana-5110	72	21	-	-	PUNCT
cana-5110	72	22	up	up	NOUN
cana-5110	72	23	.	.	PUNCT
cana-5110	73	1	fig	fig	NOUN
cana-5110	73	2	.	.	PUNCT
cana-5110	74	1	4	4	NUM
cana-5110	74	2	:	:	PUNCT
cana-5110	74	3	comparison	comparison	NOUN
cana-5110	74	4	of	of	ADP
cana-5110	74	5	experimental	experimental	ADJ
cana-5110	74	6	and	and	CCONJ
cana-5110	74	7	predicted	predict	VERB
cana-5110	74	8	data	datum	NOUN
cana-5110	74	9	of	of	ADP
cana-5110	74	10	nusselt	nusselt	NOUN
cana-5110	74	11	number	number	NOUN
cana-5110	74	12	for	for	ADP
cana-5110	74	13	smooth	smooth	ADJ
cana-5110	74	14	plate	plate	NOUN
cana-5110	74	15	.	.	PUNCT
cana-5110	75	1	communications	communication	NOUN
cana-5110	75	2	on	on	ADP
cana-5110	75	3	applied	apply	VERB
cana-5110	75	4	nonlinear	nonlinear	ADJ
cana-5110	75	5	analysis	analysis	NOUN
cana-5110	75	6	issn	issn	NOUN
cana-5110	75	7	:	:	PUNCT
cana-5110	75	8	1074	1074	NUM
cana-5110	75	9	-	-	PUNCT
cana-5110	75	10	133x	133x	NUM
cana-5110	75	11	vol	vol	NOUN
cana-5110	75	12	32	32	NUM
cana-5110	75	13	no	no	NOUN
cana-5110	75	14	.	.	PUNCT
cana-5110	76	1	icmasd	icmasd	NOUN
cana-5110	76	2	(	(	PUNCT
cana-5110	76	3	2025	2025	NUM
cana-5110	76	4	)	)	PUNCT
cana-5110	76	5	843	843	NUM
cana-5110	76	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	76	7	fig	fig	NOUN
cana-5110	76	8	.	.	PUNCT
cana-5110	77	1	5	5	NUM
cana-5110	77	2	:	:	PUNCT
cana-5110	77	3	comparison	comparison	NOUN
cana-5110	77	4	of	of	ADP
cana-5110	77	5	experimental	experimental	ADJ
cana-5110	77	6	and	and	CCONJ
cana-5110	77	7	predicted	predict	VERB
cana-5110	77	8	data	datum	NOUN
cana-5110	77	9	of	of	ADP
cana-5110	77	10	friction	friction	NOUN
cana-5110	77	11	factor	factor	NOUN
cana-5110	77	12	for	for	ADP
cana-5110	77	13	smooth	smooth	ADJ
cana-5110	77	14	plate	plate	NOUN
cana-5110	77	15	.	.	PUNCT
cana-5110	78	1	6	6	X
cana-5110	78	2	.	.	X
cana-5110	78	3	results	result	NOUN
cana-5110	78	4	and	and	CCONJ
cana-5110	78	5	discussion	discussion	NOUN
cana-5110	78	6	effect	effect	NOUN
cana-5110	78	7	of	of	ADP
cana-5110	78	8	system	system	NOUN
cana-5110	78	9	and	and	CCONJ
cana-5110	78	10	operating	operate	VERB
cana-5110	78	11	parametres	parametre	NOUN
cana-5110	78	12	on	on	ADP
cana-5110	78	13	heat	heat	NOUN
cana-5110	78	14	transfer	transfer	NOUN
cana-5110	78	15	and	and	CCONJ
cana-5110	78	16	friction	friction	NOUN
cana-5110	78	17	characteristics	characteristic	NOUN
cana-5110	78	18	of	of	ADP
cana-5110	78	19	artificially	artificially	ADV
cana-5110	78	20	roughened	roughen	VERB
cana-5110	78	21	duct	duct	NOUN
cana-5110	78	22	have	have	AUX
cana-5110	78	23	been	be	AUX
cana-5110	78	24	reported	report	VERB
cana-5110	78	25	and	and	CCONJ
cana-5110	78	26	discussed	discuss	VERB
cana-5110	78	27	in	in	ADP
cana-5110	78	28	the	the	DET
cana-5110	78	29	present	present	ADJ
cana-5110	78	30	section	section	NOUN
cana-5110	78	31	.	.	PUNCT
cana-5110	79	1	fig.6	fig.6	PROPN
cana-5110	79	2	shows	show	VERB
cana-5110	79	3	variation	variation	NOUN
cana-5110	79	4	of	of	ADP
cana-5110	79	5	nusselt	nusselt	NOUN
cana-5110	79	6	number	number	NOUN
cana-5110	79	7	as	as	ADP
cana-5110	79	8	a	a	DET
cana-5110	79	9	function	function	NOUN
cana-5110	79	10	of	of	ADP
cana-5110	79	11	reynolds	reynolds	PROPN
cana-5110	79	12	number	number	NOUN
cana-5110	79	13	for	for	ADP
cana-5110	79	14	smooth	smooth	ADJ
cana-5110	79	15	plate	plate	NOUN
cana-5110	79	16	as	as	ADV
cana-5110	79	17	well	well	ADV
cana-5110	79	18	as	as	ADP
cana-5110	79	19	for	for	ADP
cana-5110	79	20	protruded	protrude	VERB
cana-5110	79	21	absorber	absorber	NOUN
cana-5110	79	22	plate	plate	NOUN
cana-5110	79	23	.	.	PUNCT
cana-5110	80	1	the	the	DET
cana-5110	80	2	protruded	protrude	VERB
cana-5110	80	3	absorber	absorber	NOUN
cana-5110	80	4	plate	plate	NOUN
cana-5110	80	5	have	have	VERB
cana-5110	80	6	relative	relative	ADJ
cana-5110	80	7	longway	longway	PROPN
cana-5110	80	8	length	length	NOUN
cana-5110	80	9	(	(	PUNCT
cana-5110	80	10	l	l	NOUN
cana-5110	80	11	/	/	SYM
cana-5110	80	12	e	e	NOUN
cana-5110	80	13	)	)	PUNCT
cana-5110	80	14	of	of	ADP
cana-5110	80	15	37.5	37.5	NUM
cana-5110	80	16	,	,	PUNCT
cana-5110	80	17	relative	relative	ADJ
cana-5110	80	18	shortway	shortway	NOUN
cana-5110	80	19	length	length	NOUN
cana-5110	80	20	(	(	PUNCT
cana-5110	80	21	s	s	X
cana-5110	80	22	/	/	SYM
cana-5110	80	23	e	e	NOUN
cana-5110	80	24	)	)	PUNCT
cana-5110	80	25	of	of	ADP
cana-5110	80	26	25	25	NUM
cana-5110	80	27	,	,	PUNCT
cana-5110	80	28	and	and	CCONJ
cana-5110	80	29	relative	relative	ADJ
cana-5110	80	30	roughness	roughness	NOUN
cana-5110	80	31	height	height	NOUN
cana-5110	80	32	of	of	ADP
cana-5110	80	33	0.03	0.03	NUM
cana-5110	80	34	.	.	PUNCT
cana-5110	81	1	it	it	PRON
cana-5110	81	2	is	be	AUX
cana-5110	81	3	observed	observe	VERB
cana-5110	81	4	that	that	SCONJ
cana-5110	81	5	nusselt	nusselt	NOUN
cana-5110	81	6	number	number	NOUN
cana-5110	81	7	increases	increase	VERB
cana-5110	81	8	monotonously	monotonously	ADV
cana-5110	81	9	with	with	ADP
cana-5110	81	10	increase	increase	NOUN
cana-5110	81	11	in	in	ADP
cana-5110	81	12	reynolds	reynolds	PROPN
cana-5110	81	13	number	number	PROPN
cana-5110	81	14	.	.	PUNCT
cana-5110	82	1	moreover	moreover	ADV
cana-5110	82	2	value	value	NOUN
cana-5110	82	3	of	of	ADP
cana-5110	82	4	nusselt	nusselt	NOUN
cana-5110	82	5	number	number	NOUN
cana-5110	82	6	for	for	ADP
cana-5110	82	7	protruded	protrude	VERB
cana-5110	82	8	absorber	absorber	NOUN
cana-5110	82	9	plate	plate	NOUN
cana-5110	82	10	is	be	AUX
cana-5110	82	11	much	much	ADV
cana-5110	82	12	higher	high	ADJ
cana-5110	82	13	than	than	ADP
cana-5110	82	14	that	that	PRON
cana-5110	82	15	of	of	ADP
cana-5110	82	16	the	the	DET
cana-5110	82	17	smooth	smooth	ADJ
cana-5110	82	18	plate	plate	NOUN
cana-5110	82	19	due	due	ADP
cana-5110	82	20	to	to	ADP
cana-5110	82	21	the	the	DET
cana-5110	82	22	enhanced	enhance	VERB
cana-5110	82	23	heat	heat	NOUN
cana-5110	82	24	transfer	transfer	NOUN
cana-5110	82	25	coefficient	coefficient	NOUN
cana-5110	82	26	.	.	PUNCT
cana-5110	83	1	enhanced	enhance	VERB
cana-5110	83	2	heat	heat	NOUN
cana-5110	83	3	transfer	transfer	NOUN
cana-5110	83	4	coefficient	coefficient	NOUN
cana-5110	83	5	may	may	AUX
cana-5110	83	6	be	be	AUX
cana-5110	83	7	due	due	ADJ
cana-5110	83	8	to	to	ADP
cana-5110	83	9	main	main	ADJ
cana-5110	83	10	flow	flow	NOUN
cana-5110	83	11	impingement	impingement	NOUN
cana-5110	83	12	,	,	PUNCT
cana-5110	83	13	vortex	vortex	NOUN
cana-5110	83	14	generation	generation	NOUN
cana-5110	83	15	on	on	ADP
cana-5110	83	16	both	both	DET
cana-5110	83	17	sides	side	NOUN
cana-5110	83	18	of	of	ADP
cana-5110	83	19	the	the	DET
cana-5110	83	20	protrusion	protrusion	NOUN
cana-5110	83	21	and	and	CCONJ
cana-5110	83	22	flow	flow	NOUN
cana-5110	83	23	separation	separation	NOUN
cana-5110	83	24	.	.	PUNCT
cana-5110	84	1	because	because	SCONJ
cana-5110	84	2	,	,	PUNCT
cana-5110	84	3	decelerating	decelerate	VERB
cana-5110	84	4	motion	motion	NOUN
cana-5110	84	5	is	be	AUX
cana-5110	84	6	accompanied	accompany	VERB
cana-5110	84	7	by	by	ADP
cana-5110	84	8	adverse	adverse	ADJ
cana-5110	84	9	pressure	pressure	NOUN
cana-5110	84	10	gradient	gradient	NOUN
cana-5110	84	11	which	which	PRON
cana-5110	84	12	promotes	promote	VERB
cana-5110	84	13	separation	separation	NOUN
cana-5110	84	14	,	,	PUNCT
cana-5110	84	15	instability	instability	NOUN
cana-5110	84	16	,	,	PUNCT
cana-5110	84	17	eddy	eddy	PROPN
cana-5110	84	18	formation	formation	NOUN
cana-5110	84	19	and	and	CCONJ
cana-5110	84	20	large	large	ADJ
cana-5110	84	21	energy	energy	NOUN
cana-5110	84	22	dissipation	dissipation	NOUN
cana-5110	84	23	as	as	SCONJ
cana-5110	84	24	has	have	AUX
cana-5110	84	25	been	be	AUX
cana-5110	84	26	reported	report	VERB
cana-5110	84	27	by	by	ADP
cana-5110	84	28	vennard	vennard	NOUN
cana-5110	84	29	and	and	CCONJ
cana-5110	84	30	street	street	NOUN
cana-5110	84	31	(	(	PUNCT
cana-5110	84	32	1982	1982	NUM
cana-5110	84	33	)	)	PUNCT
cana-5110	84	34	and	and	CCONJ
cana-5110	84	35	landau	landau	NOUN
cana-5110	84	36	and	and	CCONJ
cana-5110	84	37	lifshitz	lifshitz	PROPN
cana-5110	84	38	(	(	PUNCT
cana-5110	84	39	2000	2000	NUM
cana-5110	84	40	)	)	PUNCT
cana-5110	84	41	.	.	PUNCT
cana-5110	85	1	main	main	ADJ
cana-5110	85	2	flow	flow	NOUN
cana-5110	85	3	impinges	impinge	NOUN
cana-5110	85	4	is	be	AUX
cana-5110	85	5	on	on	ADP
cana-5110	85	6	the	the	DET
cana-5110	85	7	front	front	ADJ
cana-5110	85	8	side	side	NOUN
cana-5110	85	9	of	of	ADP
cana-5110	85	10	protrusion	protrusion	NOUN
cana-5110	85	11	and	and	CCONJ
cana-5110	85	12	vortices	vortex	NOUN
cana-5110	85	13	are	be	AUX
cana-5110	85	14	generated	generate	VERB
cana-5110	85	15	due	due	ADP
cana-5110	85	16	to	to	PART
cana-5110	85	17	hindrance	hindrance	VERB
cana-5110	85	18	created	create	VERB
cana-5110	85	19	by	by	ADP
cana-5110	85	20	protrusions	protrusion	NOUN
cana-5110	85	21	.	.	PUNCT
cana-5110	86	1	in	in	ADP
cana-5110	86	2	addition	addition	NOUN
cana-5110	86	3	,	,	PUNCT
cana-5110	86	4	vortex	vortex	NOUN
cana-5110	86	5	originated	originate	VERB
cana-5110	86	6	at	at	ADP
cana-5110	86	7	the	the	DET
cana-5110	86	8	former	former	ADJ
cana-5110	86	9	protrusion	protrusion	NOUN
cana-5110	86	10	affects	affect	VERB
cana-5110	86	11	the	the	DET
cana-5110	86	12	downstream	downstream	ADJ
cana-5110	86	13	protrusions	protrusion	NOUN
cana-5110	86	14	located	locate	VERB
cana-5110	86	15	in	in	ADP
cana-5110	86	16	diagonal	diagonal	ADJ
cana-5110	86	17	direction	direction	NOUN
cana-5110	86	18	and	and	CCONJ
cana-5110	86	19	augments	augment	VERB
cana-5110	86	20	heat	heat	NOUN
cana-5110	86	21	transfer	transfer	NOUN
cana-5110	86	22	coefficients	coefficient	NOUN
cana-5110	86	23	as	as	SCONJ
cana-5110	86	24	has	have	AUX
cana-5110	86	25	been	be	AUX
cana-5110	86	26	reported	report	VERB
cana-5110	86	27	by	by	ADP
cana-5110	86	28	sang	sing	VERB
cana-5110	86	29	et	et	PROPN
cana-5110	86	30	al	al	PROPN
cana-5110	86	31	.	.	PROPN
cana-5110	87	1	(	(	PUNCT
cana-5110	87	2	2008	2008	NUM
cana-5110	87	3	)	)	PUNCT
cana-5110	87	4	.	.	PUNCT
cana-5110	88	1	it	it	PRON
cana-5110	88	2	can	can	AUX
cana-5110	88	3	be	be	AUX
cana-5110	88	4	observed	observe	VERB
cana-5110	88	5	that	that	SCONJ
cana-5110	88	6	at	at	ADP
cana-5110	88	7	low	low	ADJ
cana-5110	88	8	reynolds	reynold	NOUN
cana-5110	88	9	number	number	NOUN
cana-5110	88	10	,	,	PUNCT
cana-5110	88	11	nusselt	nusselt	NOUN
cana-5110	88	12	number	number	NOUN
cana-5110	88	13	for	for	ADP
cana-5110	88	14	both	both	CCONJ
cana-5110	88	15	the	the	DET
cana-5110	88	16	plates	plate	NOUN
cana-5110	88	17	almost	almost	ADV
cana-5110	88	18	have	have	VERB
cana-5110	88	19	same	same	ADJ
cana-5110	88	20	value	value	NOUN
cana-5110	88	21	,	,	PUNCT
cana-5110	88	22	which	which	PRON
cana-5110	88	23	might	might	AUX
cana-5110	88	24	be	be	AUX
cana-5110	88	25	due	due	ADJ
cana-5110	88	26	to	to	ADP
cana-5110	88	27	less	less	ADJ
cana-5110	88	28	disturbance	disturbance	NOUN
cana-5110	88	29	of	of	ADP
cana-5110	88	30	laminar	laminar	ADJ
cana-5110	88	31	sublayer	sublayer	NOUN
cana-5110	88	32	.	.	PUNCT
cana-5110	89	1	at	at	ADP
cana-5110	89	2	higher	high	ADJ
cana-5110	89	3	reynolds	reynolds	PROPN
cana-5110	89	4	number	number	PROPN
cana-5110	89	5	,	,	PUNCT
cana-5110	89	6	this	this	DET
cana-5110	89	7	layer	layer	NOUN
cana-5110	89	8	is	be	AUX
cana-5110	89	9	disturbed	disturb	VERB
cana-5110	89	10	by	by	ADP
cana-5110	89	11	the	the	DET
cana-5110	89	12	roughened	roughen	VERB
cana-5110	89	13	surface	surface	NOUN
cana-5110	89	14	;	;	PUNCT
cana-5110	89	15	hence	hence	ADV
cana-5110	89	16	the	the	DET
cana-5110	89	17	boundary	boundary	ADJ
cana-5110	89	18	layer	layer	NOUN
cana-5110	89	19	thickness	thickness	NOUN
cana-5110	89	20	decreases	decrease	VERB
cana-5110	89	21	which	which	PRON
cana-5110	89	22	increases	increase	VERB
cana-5110	89	23	the	the	DET
cana-5110	89	24	heat	heat	NOUN
cana-5110	89	25	transfer	transfer	NOUN
cana-5110	89	26	coefficient	coefficient	NOUN
cana-5110	89	27	and	and	CCONJ
cana-5110	89	28	results	result	NOUN
cana-5110	89	29	into	into	ADP
cana-5110	89	30	higher	high	ADJ
cana-5110	89	31	values	value	NOUN
cana-5110	89	32	of	of	ADP
cana-5110	89	33	nusselt	nusselt	NOUN
cana-5110	89	34	number	number	NOUN
cana-5110	89	35	as	as	SCONJ
cana-5110	89	36	has	have	AUX
cana-5110	89	37	been	be	AUX
cana-5110	89	38	reported	report	VERB
cana-5110	89	39	by	by	ADP
cana-5110	89	40	karmare	karmare	PROPN
cana-5110	89	41	et	et	PROPN
cana-5110	89	42	al	al	PROPN
cana-5110	89	43	.	.	PUNCT
cana-5110	90	1	(	(	PUNCT
cana-5110	90	2	2007	2007	NUM
cana-5110	90	3	)	)	PUNCT
cana-5110	90	4	.	.	PUNCT
cana-5110	91	1	communications	communication	NOUN
cana-5110	91	2	on	on	ADP
cana-5110	91	3	applied	apply	VERB
cana-5110	91	4	nonlinear	nonlinear	ADJ
cana-5110	91	5	analysis	analysis	NOUN
cana-5110	91	6	issn	issn	NOUN
cana-5110	91	7	:	:	PUNCT
cana-5110	91	8	1074	1074	NUM
cana-5110	91	9	-	-	PUNCT
cana-5110	91	10	133x	133x	NUM
cana-5110	91	11	vol	vol	NOUN
cana-5110	91	12	32	32	NUM
cana-5110	91	13	no	no	NOUN
cana-5110	91	14	.	.	PUNCT
cana-5110	92	1	icmasd	icmasd	NOUN
cana-5110	92	2	(	(	PUNCT
cana-5110	92	3	2025	2025	NUM
cana-5110	92	4	)	)	PUNCT
cana-5110	92	5	844	844	NUM
cana-5110	92	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	92	7	fig	fig	NOUN
cana-5110	92	8	.	.	PUNCT
cana-5110	93	1	6	6	NUM
cana-5110	93	2	:	:	PUNCT
cana-5110	93	3	variation	variation	NOUN
cana-5110	93	4	of	of	ADP
cana-5110	93	5	nusselt	nusselt	NOUN
cana-5110	93	6	number	number	NOUN
cana-5110	93	7	with	with	ADP
cana-5110	93	8	reynolds	reynold	NOUN
cana-5110	93	9	number	number	NOUN
cana-5110	93	10	for	for	ADP
cana-5110	93	11	smooth	smooth	ADJ
cana-5110	93	12	and	and	CCONJ
cana-5110	93	13	protruded	protrude	VERB
cana-5110	93	14	absorber	absorber	NOUN
cana-5110	93	15	plate	plate	NOUN
cana-5110	93	16	.	.	PUNCT
cana-5110	94	1	fig.7	fig.7	ADV
cana-5110	94	2	.	.	PUNCT
cana-5110	95	1	shows	show	VERB
cana-5110	95	2	the	the	DET
cana-5110	95	3	variation	variation	NOUN
cana-5110	95	4	of	of	ADP
cana-5110	95	5	friction	friction	NOUN
cana-5110	95	6	factor	factor	NOUN
cana-5110	95	7	with	with	ADP
cana-5110	95	8	reynolds	reynold	NOUN
cana-5110	95	9	number	number	NOUN
cana-5110	95	10	for	for	ADP
cana-5110	95	11	the	the	DET
cana-5110	95	12	range	range	NOUN
cana-5110	95	13	of	of	ADP
cana-5110	95	14	system	system	NOUN
cana-5110	95	15	and	and	CCONJ
cana-5110	95	16	operating	operating	NOUN
cana-5110	95	17	parameters	parameter	NOUN
cana-5110	95	18	.	.	PUNCT
cana-5110	96	1	it	it	PRON
cana-5110	96	2	can	can	AUX
cana-5110	96	3	be	be	AUX
cana-5110	96	4	observed	observe	VERB
cana-5110	96	5	that	that	SCONJ
cana-5110	96	6	friction	friction	NOUN
cana-5110	96	7	factor	factor	NOUN
cana-5110	96	8	decreases	decrease	VERB
cana-5110	96	9	monotonously	monotonously	ADV
cana-5110	96	10	with	with	ADP
cana-5110	96	11	increase	increase	NOUN
cana-5110	96	12	in	in	ADP
cana-5110	96	13	reynolds	reynolds	PROPN
cana-5110	96	14	number	number	PROPN
cana-5110	96	15	.	.	PUNCT
cana-5110	97	1	however	however	ADV
cana-5110	97	2	in	in	ADP
cana-5110	97	3	case	case	NOUN
cana-5110	97	4	of	of	ADP
cana-5110	97	5	protruded	protrude	VERB
cana-5110	97	6	absorber	absorber	NOUN
cana-5110	97	7	plate	plate	NOUN
cana-5110	97	8	friction	friction	NOUN
cana-5110	97	9	factor	factor	NOUN
cana-5110	97	10	is	be	AUX
cana-5110	97	11	more	more	ADV
cana-5110	97	12	as	as	ADP
cana-5110	97	13	compared	compare	VERB
cana-5110	97	14	to	to	PART
cana-5110	97	15	smooth	smooth	ADJ
cana-5110	97	16	absorber	absorber	NOUN
cana-5110	97	17	plate	plate	NOUN
cana-5110	97	18	.	.	PUNCT
cana-5110	98	1	it	it	PRON
cana-5110	98	2	may	may	AUX
cana-5110	98	3	happen	happen	VERB
cana-5110	98	4	due	due	ADJ
cana-5110	98	5	to	to	PART
cana-5110	98	6	change	change	VERB
cana-5110	98	7	in	in	ADP
cana-5110	98	8	the	the	DET
cana-5110	98	9	fluid	fluid	ADJ
cana-5110	98	10	flow	flow	NOUN
cana-5110	98	11	characteristics	characteristic	NOUN
cana-5110	98	12	as	as	ADP
cana-5110	98	13	a	a	DET
cana-5110	98	14	result	result	NOUN
cana-5110	98	15	of	of	ADP
cana-5110	98	16	roughness	roughness	NOUN
cana-5110	98	17	provided	provide	VERB
cana-5110	98	18	on	on	ADP
cana-5110	98	19	the	the	DET
cana-5110	98	20	absorber	absorber	NOUN
cana-5110	98	21	plate	plate	NOUN
cana-5110	98	22	.	.	PUNCT
cana-5110	99	1	it	it	PRON
cana-5110	99	2	implies	imply	VERB
cana-5110	99	3	that	that	SCONJ
cana-5110	99	4	an	an	DET
cana-5110	99	5	augmentation	augmentation	NOUN
cana-5110	99	6	of	of	ADP
cana-5110	99	7	heat	heat	NOUN
cana-5110	99	8	transfer	transfer	NOUN
cana-5110	99	9	coefficient	coefficient	NOUN
cana-5110	99	10	is	be	AUX
cana-5110	99	11	feasible	feasible	ADJ
cana-5110	99	12	to	to	PART
cana-5110	99	13	achieve	achieve	VERB
cana-5110	99	14	by	by	ADP
cana-5110	99	15	protrusions	protrusion	NOUN
cana-5110	99	16	but	but	CCONJ
cana-5110	99	17	at	at	ADP
cana-5110	99	18	the	the	DET
cana-5110	99	19	cost	cost	NOUN
cana-5110	99	20	of	of	ADP
cana-5110	99	21	some	some	DET
cana-5110	99	22	additional	additional	ADJ
cana-5110	99	23	friction	friction	NOUN
cana-5110	99	24	loss	loss	NOUN
cana-5110	99	25	.	.	PUNCT
cana-5110	100	1	7	7	X
cana-5110	100	2	.	.	X
cana-5110	100	3	development	development	NOUN
cana-5110	100	4	of	of	ADP
cana-5110	100	5	nusselt	nusselt	NOUN
cana-5110	100	6	number	number	NOUN
cana-5110	100	7	and	and	CCONJ
cana-5110	100	8	friction	friction	NOUN
cana-5110	100	9	factor	factor	NOUN
cana-5110	100	10	correlations	correlation	NOUN
cana-5110	100	11	nusselt	nusselt	NOUN
cana-5110	100	12	number	number	NOUN
cana-5110	100	13	and	and	CCONJ
cana-5110	100	14	friction	friction	NOUN
cana-5110	100	15	factor	factor	NOUN
cana-5110	100	16	are	be	AUX
cana-5110	100	17	strong	strong	ADJ
cana-5110	100	18	functions	function	NOUN
cana-5110	100	19	of	of	ADP
cana-5110	100	20	system	system	NOUN
cana-5110	100	21	and	and	CCONJ
cana-5110	100	22	operating	operating	NOUN
cana-5110	100	23	parameters	parameter	NOUN
cana-5110	100	24	.	.	PUNCT
cana-5110	101	1	so	so	ADV
cana-5110	101	2	,	,	PUNCT
cana-5110	101	3	in	in	ADP
cana-5110	101	4	order	order	NOUN
cana-5110	101	5	to	to	PART
cana-5110	101	6	predict	predict	VERB
cana-5110	101	7	performance	performance	NOUN
cana-5110	101	8	of	of	ADP
cana-5110	101	9	artificially	artificially	ADV
cana-5110	101	10	roughened	roughen	VERB
cana-5110	101	11	duct	duct	NOUN
cana-5110	101	12	it	it	PRON
cana-5110	101	13	is	be	AUX
cana-5110	101	14	necessary	necessary	ADJ
cana-5110	101	15	to	to	ADP
cana-5110	101	16	fig.7	fig.7	ADJ
cana-5110	101	17	:	:	PUNCT
cana-5110	101	18	variation	variation	NOUN
cana-5110	101	19	of	of	ADP
cana-5110	101	20	friction	friction	NOUN
cana-5110	101	21	factor	factor	NOUN
cana-5110	101	22	with	with	ADP
cana-5110	101	23	reynolds	reynolds	PROPN
cana-5110	101	24	number	number	NOUN
cana-5110	101	25	for	for	ADP
cana-5110	101	26	smooth	smooth	ADJ
cana-5110	101	27	and	and	CCONJ
cana-5110	101	28	protruded	protrude	VERB
cana-5110	101	29	absorber	absorber	NOUN
cana-5110	101	30	plate	plate	NOUN
cana-5110	101	31	.	.	PUNCT
cana-5110	102	1	communications	communication	NOUN
cana-5110	102	2	on	on	ADP
cana-5110	102	3	applied	apply	VERB
cana-5110	102	4	nonlinear	nonlinear	ADJ
cana-5110	102	5	analysis	analysis	NOUN
cana-5110	102	6	issn	issn	NOUN
cana-5110	102	7	:	:	PUNCT
cana-5110	102	8	1074	1074	NUM
cana-5110	102	9	-	-	PUNCT
cana-5110	102	10	133x	133x	NUM
cana-5110	102	11	vol	vol	NOUN
cana-5110	102	12	32	32	NUM
cana-5110	102	13	no	no	NOUN
cana-5110	102	14	.	.	PUNCT
cana-5110	103	1	icmasd	icmasd	NOUN
cana-5110	103	2	(	(	PUNCT
cana-5110	103	3	2025	2025	NUM
cana-5110	103	4	)	)	PUNCT
cana-5110	103	5	845	845	NUM
cana-5110	103	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	103	7	develop	develop	VERB
cana-5110	103	8	nusselt	nusselt	NOUN
cana-5110	103	9	number	number	NOUN
cana-5110	103	10	and	and	CCONJ
cana-5110	103	11	friction	friction	NOUN
cana-5110	103	12	factor	factor	NOUN
cana-5110	103	13	correlations	correlation	NOUN
cana-5110	103	14	.	.	PUNCT
cana-5110	104	1	in	in	ADP
cana-5110	104	2	the	the	DET
cana-5110	104	3	present	present	ADJ
cana-5110	104	4	section	section	NOUN
cana-5110	104	5	nusselt	nusselt	NOUN
cana-5110	104	6	number	number	NOUN
cana-5110	104	7	and	and	CCONJ
cana-5110	104	8	friction	friction	NOUN
cana-5110	104	9	factor	factor	NOUN
cana-5110	104	10	correlations	correlation	NOUN
cana-5110	104	11	have	have	AUX
cana-5110	104	12	been	be	AUX
cana-5110	104	13	developed	develop	VERB
cana-5110	104	14	using	use	VERB
cana-5110	104	15	the	the	DET
cana-5110	104	16	experimental	experimental	ADJ
cana-5110	104	17	data	datum	NOUN
cana-5110	104	18	reported	report	VERB
cana-5110	104	19	in	in	ADP
cana-5110	104	20	the	the	DET
cana-5110	104	21	previous	previous	ADJ
cana-5110	104	22	section	section	NOUN
cana-5110	104	23	following	follow	VERB
cana-5110	104	24	the	the	DET
cana-5110	104	25	procedure	procedure	NOUN
cana-5110	104	26	described	describe	VERB
cana-5110	104	27	by	by	ADP
cana-5110	104	28	singh	singh	PROPN
cana-5110	104	29	et	et	PROPN
cana-5110	104	30	al	al	PROPN
cana-5110	104	31	.	.	PROPN
cana-5110	105	1	(	(	PUNCT
cana-5110	105	2	2006	2006	NUM
cana-5110	105	3	)	)	PUNCT
cana-5110	106	1	and	and	CCONJ
cana-5110	106	2	using	use	VERB
cana-5110	106	3	sigma	sigma	PROPN
cana-5110	106	4	plot	plot	NOUN
cana-5110	106	5	software	software	NOUN
cana-5110	106	6	as	as	SCONJ
cana-5110	106	7	given	give	VERB
cana-5110	106	8	in	in	ADP
cana-5110	106	9	the	the	DET
cana-5110	106	10	below	below	ADJ
cana-5110	106	11	equations	equation	NOUN
cana-5110	106	12	:	:	PUNCT
cana-5110	107	1	nu	nu	PROPN
cana-5110	107	2	=	=	SYM
cana-5110	107	3	0.00256×re1.08	0.00256×re1.08	PROPN
cana-5110	107	4	(	(	PUNCT
cana-5110	107	5	7.1	7.1	NUM
cana-5110	107	6	)	)	PUNCT
cana-5110	107	7	f	f	NOUN
cana-5110	107	8	=	=	SYM
cana-5110	107	9	1.692×re-0.499	1.692×re-0.499	PROPN
cana-5110	107	10	(	(	PUNCT
cana-5110	107	11	7.2	7.2	NUM
cana-5110	107	12	)	)	PUNCT
cana-5110	107	13	figs	fig	NOUN
cana-5110	107	14	.	.	X
cana-5110	107	15	8	8	NUM
cana-5110	107	16	and	and	CCONJ
cana-5110	107	17	9	9	NUM
cana-5110	107	18	show	show	VERB
cana-5110	107	19	comparison	comparison	NOUN
cana-5110	107	20	of	of	ADP
cana-5110	107	21	experimental	experimental	ADJ
cana-5110	107	22	data	datum	NOUN
cana-5110	107	23	and	and	CCONJ
cana-5110	107	24	that	that	PRON
cana-5110	107	25	predicted	predict	VERB
cana-5110	107	26	from	from	ADP
cana-5110	107	27	the	the	DET
cana-5110	107	28	developed	develop	VERB
cana-5110	107	29	nusselt	nusselt	NOUN
cana-5110	107	30	number	number	NOUN
cana-5110	107	31	and	and	CCONJ
cana-5110	107	32	friction	friction	NOUN
cana-5110	107	33	factor	factor	NOUN
cana-5110	107	34	correlations	correlation	NOUN
cana-5110	107	35	for	for	ADP
cana-5110	107	36	absorber	absorber	NOUN
cana-5110	107	37	plate	plate	NOUN
cana-5110	107	38	roughened	roughen	VERB
cana-5110	107	39	with	with	ADP
cana-5110	107	40	investigated	investigate	VERB
cana-5110	107	41	type	type	NOUN
cana-5110	107	42	of	of	ADP
cana-5110	107	43	roughness	roughness	NOUN
cana-5110	107	44	geometry	geometry	NOUN
cana-5110	107	45	.	.	PUNCT
cana-5110	108	1	an	an	DET
cana-5110	108	2	average	average	ADJ
cana-5110	108	3	absolute	absolute	ADJ
cana-5110	108	4	percentage	percentage	NOUN
cana-5110	108	5	deviation	deviation	NOUN
cana-5110	108	6	of	of	ADP
cana-5110	108	7	-10	-10	NUM
cana-5110	108	8	%	%	NOUN
cana-5110	108	9	for	for	ADP
cana-5110	108	10	nusselt	nusselt	NOUN
cana-5110	108	11	number	number	NOUN
cana-5110	108	12	and	and	CCONJ
cana-5110	108	13	+10	+10	NOUN
cana-5110	108	14	%	%	NOUN
cana-5110	108	15	for	for	ADP
cana-5110	108	16	friction	friction	NOUN
cana-5110	108	17	factor	factor	NOUN
cana-5110	108	18	have	have	AUX
cana-5110	108	19	shown	show	VERB
cana-5110	108	20	good	good	ADJ
cana-5110	108	21	agreement	agreement	NOUN
cana-5110	108	22	between	between	ADP
cana-5110	108	23	experimental	experimental	ADJ
cana-5110	108	24	data	datum	NOUN
cana-5110	108	25	and	and	CCONJ
cana-5110	108	26	that	that	PRON
cana-5110	108	27	predicted	predict	VERB
cana-5110	108	28	from	from	ADP
cana-5110	108	29	the	the	DET
cana-5110	108	30	nusselt	nusselt	NOUN
cana-5110	108	31	number	number	NOUN
cana-5110	108	32	and	and	CCONJ
cana-5110	108	33	friction	friction	NOUN
cana-5110	108	34	factor	factor	NOUN
cana-5110	108	35	correlations	correlation	NOUN
cana-5110	108	36	.	.	PUNCT
cana-5110	109	1	fig	fig	NOUN
cana-5110	109	2	.	.	PUNCT
cana-5110	110	1	8	8	NUM
cana-5110	110	2	:	:	PUNCT
cana-5110	110	3	comparison	comparison	NOUN
cana-5110	110	4	of	of	ADP
cana-5110	110	5	experimental	experimental	ADJ
cana-5110	110	6	and	and	CCONJ
cana-5110	110	7	predicted	predict	VERB
cana-5110	110	8	data	datum	NOUN
cana-5110	110	9	of	of	ADP
cana-5110	110	10	nusselt	nusselt	NOUN
cana-5110	110	11	number	number	NOUN
cana-5110	110	12	.	.	PUNCT
cana-5110	111	1	fig	fig	NOUN
cana-5110	111	2	.	.	PUNCT
cana-5110	112	1	9	9	NUM
cana-5110	112	2	:	:	PUNCT
cana-5110	112	3	comparison	comparison	NOUN
cana-5110	112	4	of	of	ADP
cana-5110	112	5	experimental	experimental	ADJ
cana-5110	112	6	data	datum	NOUN
cana-5110	112	7	and	and	CCONJ
cana-5110	112	8	predicted	predict	VERB
cana-5110	112	9	data	datum	NOUN
cana-5110	112	10	of	of	ADP
cana-5110	112	11	friction	friction	NOUN
cana-5110	112	12	factor	factor	NOUN
cana-5110	112	13	.	.	PUNCT
cana-5110	113	1	communications	communication	NOUN
cana-5110	113	2	on	on	ADP
cana-5110	113	3	applied	apply	VERB
cana-5110	113	4	nonlinear	nonlinear	ADJ
cana-5110	113	5	analysis	analysis	NOUN
cana-5110	113	6	issn	issn	NOUN
cana-5110	113	7	:	:	PUNCT
cana-5110	113	8	1074	1074	NUM
cana-5110	113	9	-	-	PUNCT
cana-5110	113	10	133x	133x	NUM
cana-5110	113	11	vol	vol	NOUN
cana-5110	113	12	32	32	NUM
cana-5110	113	13	no	no	NOUN
cana-5110	113	14	.	.	PUNCT
cana-5110	114	1	icmasd	icmasd	NOUN
cana-5110	114	2	(	(	PUNCT
cana-5110	114	3	2025	2025	NUM
cana-5110	114	4	)	)	PUNCT
cana-5110	114	5	846	846	NUM
cana-5110	114	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	114	7	8	8	NUM
cana-5110	114	8	.	.	PUNCT
cana-5110	115	1	conclusions	conclusion	NOUN
cana-5110	115	2	application	application	NOUN
cana-5110	115	3	of	of	ADP
cana-5110	115	4	artificial	artificial	ADJ
cana-5110	115	5	roughness	roughness	NOUN
cana-5110	115	6	in	in	ADP
cana-5110	115	7	the	the	DET
cana-5110	115	8	form	form	NOUN
cana-5110	115	9	of	of	ADP
cana-5110	115	10	protrusion	protrusion	NOUN
cana-5110	115	11	on	on	ADP
cana-5110	115	12	absorber	absorber	NOUN
cana-5110	115	13	plate	plate	NOUN
cana-5110	115	14	may	may	AUX
cana-5110	115	15	be	be	AUX
cana-5110	115	16	considered	consider	VERB
cana-5110	115	17	as	as	ADP
cana-5110	115	18	an	an	DET
cana-5110	115	19	innovative	innovative	ADJ
cana-5110	115	20	technique	technique	NOUN
cana-5110	115	21	for	for	ADP
cana-5110	115	22	improving	improve	VERB
cana-5110	115	23	thermal	thermal	ADJ
cana-5110	115	24	performance	performance	NOUN
cana-5110	115	25	of	of	ADP
cana-5110	115	26	solar	solar	ADJ
cana-5110	115	27	air	air	NOUN
cana-5110	115	28	heaters	heater	NOUN
cana-5110	115	29	as	as	SCONJ
cana-5110	115	30	it	it	PRON
cana-5110	115	31	does	do	AUX
cana-5110	115	32	not	not	PART
cana-5110	115	33	require	require	VERB
cana-5110	115	34	complicated	complicated	ADJ
cana-5110	115	35	manufacturing	manufacturing	NOUN
cana-5110	115	36	process	process	NOUN
cana-5110	115	37	.	.	PUNCT
cana-5110	116	1	effect	effect	NOUN
cana-5110	116	2	of	of	ADP
cana-5110	116	3	artificial	artificial	ADJ
cana-5110	116	4	roughness	roughness	NOUN
cana-5110	116	5	(	(	PUNCT
cana-5110	116	6	created	create	VERB
cana-5110	116	7	by	by	ADP
cana-5110	116	8	formation	formation	NOUN
cana-5110	116	9	of	of	ADP
cana-5110	116	10	square	square	ADJ
cana-5110	116	11	type	type	NOUN
cana-5110	116	12	protrusions	protrusion	NOUN
cana-5110	116	13	on	on	ADP
cana-5110	116	14	absorber	absorber	NOUN
cana-5110	116	15	plate	plate	NOUN
cana-5110	116	16	)	)	PUNCT
cana-5110	116	17	on	on	ADP
cana-5110	116	18	heat	heat	NOUN
cana-5110	116	19	transfer	transfer	NOUN
cana-5110	116	20	and	and	CCONJ
cana-5110	116	21	friction	friction	NOUN
cana-5110	116	22	has	have	AUX
cana-5110	116	23	been	be	AUX
cana-5110	116	24	investigated	investigate	VERB
cana-5110	116	25	.	.	PUNCT
cana-5110	117	1	in	in	ADP
cana-5110	117	2	order	order	NOUN
cana-5110	117	3	to	to	PART
cana-5110	117	4	investigate	investigate	VERB
cana-5110	117	5	heat	heat	NOUN
cana-5110	117	6	transfer	transfer	NOUN
cana-5110	117	7	and	and	CCONJ
cana-5110	117	8	flow	flow	NOUN
cana-5110	117	9	characteristics	characteristic	NOUN
cana-5110	117	10	of	of	ADP
cana-5110	117	11	duct	duct	NOUN
cana-5110	117	12	having	have	VERB
cana-5110	117	13	smooth	smooth	ADJ
cana-5110	117	14	and	and	CCONJ
cana-5110	117	15	roughened	roughen	VERB
cana-5110	117	16	absorber	absorber	NOUN
cana-5110	117	17	plate	plate	NOUN
cana-5110	117	18	,	,	PUNCT
cana-5110	117	19	experimental	experimental	ADJ
cana-5110	117	20	data	datum	NOUN
cana-5110	117	21	have	have	AUX
cana-5110	117	22	been	be	AUX
cana-5110	117	23	generated	generate	VERB
cana-5110	117	24	for	for	ADP
cana-5110	117	25	fully	fully	ADV
cana-5110	117	26	developed	develop	VERB
cana-5110	117	27	turbulent	turbulent	ADJ
cana-5110	117	28	flow	flow	NOUN
cana-5110	117	29	in	in	ADP
cana-5110	117	30	the	the	DET
cana-5110	117	31	range	range	NOUN
cana-5110	117	32	of	of	ADP
cana-5110	117	33	system	system	NOUN
cana-5110	117	34	and	and	CCONJ
cana-5110	117	35	operating	operating	NOUN
cana-5110	117	36	parameters	parameter	NOUN
cana-5110	117	37	.	.	PUNCT
cana-5110	118	1	it	it	PRON
cana-5110	118	2	has	have	AUX
cana-5110	118	3	been	be	AUX
cana-5110	118	4	found	find	VERB
cana-5110	118	5	that	that	SCONJ
cana-5110	118	6	nusselt	nusselt	NOUN
cana-5110	118	7	number	number	NOUN
cana-5110	118	8	increases	increase	VERB
cana-5110	118	9	monotonously	monotonously	ADV
cana-5110	118	10	with	with	ADP
cana-5110	118	11	increase	increase	NOUN
cana-5110	118	12	in	in	ADP
cana-5110	118	13	reynolds	reynolds	PROPN
cana-5110	118	14	number	number	NOUN
cana-5110	118	15	for	for	ADP
cana-5110	118	16	smooth	smooth	ADJ
cana-5110	118	17	as	as	ADV
cana-5110	118	18	well	well	ADV
cana-5110	118	19	as	as	ADP
cana-5110	118	20	protruded	protrude	VERB
cana-5110	118	21	absorber	absorber	NOUN
cana-5110	118	22	plate	plate	NOUN
cana-5110	118	23	whereas	whereas	SCONJ
cana-5110	118	24	friction	friction	NOUN
cana-5110	118	25	factor	factor	NOUN
cana-5110	118	26	decreases	decrease	VERB
cana-5110	118	27	with	with	ADP
cana-5110	118	28	in	in	ADP
cana-5110	118	29	increase	increase	NOUN
cana-5110	118	30	in	in	ADP
cana-5110	118	31	reynolds	reynolds	PROPN
cana-5110	118	32	number	number	NOUN
cana-5110	118	33	for	for	ADP
cana-5110	118	34	both	both	CCONJ
cana-5110	118	35	the	the	DET
cana-5110	118	36	plates	plate	NOUN
cana-5110	118	37	.	.	PUNCT
cana-5110	119	1	by	by	ADP
cana-5110	119	2	using	use	VERB
cana-5110	119	3	experimental	experimental	ADJ
cana-5110	119	4	data	datum	NOUN
cana-5110	119	5	,	,	PUNCT
cana-5110	119	6	correlations	correlation	NOUN
cana-5110	119	7	have	have	AUX
cana-5110	119	8	been	be	AUX
cana-5110	119	9	developed	develop	VERB
cana-5110	119	10	for	for	ADP
cana-5110	119	11	nusselt	nusselt	NOUN
cana-5110	119	12	number	number	NOUN
cana-5110	119	13	and	and	CCONJ
cana-5110	119	14	friction	friction	NOUN
cana-5110	119	15	factor	factor	NOUN
cana-5110	119	16	for	for	ADP
cana-5110	119	17	predicting	predict	VERB
cana-5110	119	18	performance	performance	NOUN
cana-5110	119	19	of	of	ADP
cana-5110	119	20	such	such	ADJ
cana-5110	119	21	type	type	NOUN
cana-5110	119	22	of	of	ADP
cana-5110	119	23	a	a	DET
cana-5110	119	24	system	system	NOUN
cana-5110	119	25	.	.	PUNCT
cana-5110	120	1	references	reference	NOUN
cana-5110	120	2	[	[	X
cana-5110	120	3	1	1	NUM
cana-5110	120	4	]	]	X
cana-5110	120	5	bhushan	bhushan	PROPN
cana-5110	120	6	,	,	PUNCT
cana-5110	120	7	b.	b.	PROPN
cana-5110	120	8	and	and	CCONJ
cana-5110	120	9	singh	singh	PROPN
cana-5110	120	10	,	,	PUNCT
cana-5110	120	11	r.	r.	PROPN
cana-5110	120	12	(	(	PUNCT
cana-5110	120	13	2010	2010	NUM
cana-5110	120	14	)	)	PUNCT
cana-5110	120	15	,	,	PUNCT
cana-5110	120	16	“	"	PUNCT
cana-5110	120	17	a	a	DET
cana-5110	120	18	review	review	NOUN
cana-5110	120	19	on	on	ADP
cana-5110	120	20	methodology	methodology	NOUN
cana-5110	120	21	of	of	ADP
cana-5110	120	22	artificial	artificial	ADJ
cana-5110	120	23	roughness	roughness	NOUN
cana-5110	120	24	used	use	VERB
cana-5110	120	25	in	in	ADP
cana-5110	120	26	duct	duct	NOUN
cana-5110	120	27	of	of	ADP
cana-5110	120	28	solar	solar	ADJ
cana-5110	120	29	air	air	NOUN
cana-5110	120	30	heaters	heater	NOUN
cana-5110	120	31	”	"	PUNCT
cana-5110	120	32	,	,	PUNCT
cana-5110	120	33	solar	solar	ADJ
cana-5110	120	34	energy	energy	NOUN
cana-5110	120	35	,	,	PUNCT
cana-5110	120	36	vol	vol	NOUN
cana-5110	120	37	.	.	PROPN
cana-5110	120	38	35	35	NUM
cana-5110	120	39	,	,	PUNCT
cana-5110	120	40	202	202	NUM
cana-5110	120	41	-	-	SYM
cana-5110	120	42	212	212	NUM
cana-5110	120	43	.	.	PUNCT
cana-5110	121	1	[	[	X
cana-5110	121	2	2	2	NUM
cana-5110	121	3	]	]	X
cana-5110	121	4	hans	han	NOUN
cana-5110	121	5	,	,	PUNCT
cana-5110	121	6	v.s.	v.s.	X
cana-5110	121	7	,	,	PUNCT
cana-5110	121	8	saini	saini	PROPN
cana-5110	121	9	,	,	PUNCT
cana-5110	121	10	r.p	r.p	PROPN
cana-5110	121	11	.	.	PROPN
cana-5110	121	12	and	and	CCONJ
cana-5110	121	13	saini	saini	PROPN
cana-5110	121	14	,	,	PUNCT
cana-5110	121	15	j.s	j.s	PROPN
cana-5110	121	16	.	.	PUNCT
cana-5110	122	1	(	(	PUNCT
cana-5110	122	2	2009),“performance	2009),“performance	NOUN
cana-5110	122	3	of	of	ADP
cana-5110	122	4	artificially	artificially	ADV
cana-5110	122	5	roughened	roughen	VERB
cana-5110	122	6	solar	solar	ADJ
cana-5110	122	7	air	air	NOUN
cana-5110	122	8	heaters	heater	NOUN
cana-5110	122	9	-	-	PUNCT
cana-5110	122	10	a	a	DET
cana-5110	122	11	review	review	NOUN
cana-5110	122	12	”	"	PUNCT
cana-5110	122	13	,	,	PUNCT
cana-5110	122	14	renewable	renewable	ADJ
cana-5110	122	15	and	and	CCONJ
cana-5110	122	16	sustainable	sustainable	ADJ
cana-5110	122	17	energy	energy	NOUN
cana-5110	122	18	reviews	review	NOUN
cana-5110	122	19	,	,	PUNCT
cana-5110	122	20	vol	vol	NOUN
cana-5110	122	21	.	.	PROPN
cana-5110	122	22	13	13	NUM
cana-5110	122	23	,	,	PUNCT
cana-5110	122	24	1854	1854	NUM
cana-5110	122	25	-	-	SYM
cana-5110	122	26	1869	1869	NUM
cana-5110	122	27	.	.	PUNCT
cana-5110	123	1	[	[	X
cana-5110	123	2	3	3	NUM
cana-5110	123	3	]	]	X
cana-5110	123	4	varun	varun	PROPN
cana-5110	123	5	,	,	PUNCT
cana-5110	123	6	saini	saini	PROPN
cana-5110	123	7	,	,	PUNCT
cana-5110	123	8	r.p	r.p	PROPN
cana-5110	123	9	.	.	PROPN
cana-5110	123	10	and	and	CCONJ
cana-5110	123	11	singal	singal	PROPN
cana-5110	123	12	,	,	PUNCT
cana-5110	123	13	s.k	s.k	PROPN
cana-5110	123	14	.	.	PROPN
cana-5110	123	15	(	(	PUNCT
cana-5110	123	16	2007),“a	2007),“a	NUM
cana-5110	123	17	review	review	NOUN
cana-5110	123	18	on	on	ADP
cana-5110	123	19	roughness	roughness	NOUN
cana-5110	123	20	geometry	geometry	NOUN
cana-5110	123	21	used	use	VERB
cana-5110	123	22	in	in	ADP
cana-5110	123	23	solar	solar	ADJ
cana-5110	123	24	air	air	NOUN
cana-5110	123	25	heaters	heater	NOUN
cana-5110	123	26	”	"	PUNCT
cana-5110	123	27	,	,	PUNCT
cana-5110	123	28	solar	solar	ADJ
cana-5110	123	29	energy	energy	NOUN
cana-5110	123	30	,	,	PUNCT
cana-5110	123	31	vol.81	vol.81	NOUN
cana-5110	123	32	,	,	PUNCT
cana-5110	123	33	1340	1340	NUM
cana-5110	123	34	-	-	SYM
cana-5110	123	35	1350	1350	NUM
cana-5110	123	36	.	.	PUNCT
cana-5110	124	1	[	[	X
cana-5110	124	2	4	4	NUM
cana-5110	124	3	]	]	X
cana-5110	124	4	gupta	gupta	PROPN
cana-5110	124	5	,	,	PUNCT
cana-5110	124	6	d.	d.	PROPN
cana-5110	124	7	,	,	PUNCT
cana-5110	124	8	solanki	solanki	PROPN
cana-5110	124	9	,	,	PUNCT
cana-5110	124	10	s.c	s.c	PROPN
cana-5110	124	11	.	.	PROPN
cana-5110	124	12	and	and	CCONJ
cana-5110	124	13	saini	saini	PROPN
cana-5110	124	14	,	,	PUNCT
cana-5110	124	15	j.s	j.s	PROPN
cana-5110	124	16	.	.	PROPN
cana-5110	124	17	(	(	PUNCT
cana-5110	124	18	1993	1993	NUM
cana-5110	124	19	)	)	PUNCT
cana-5110	124	20	,	,	PUNCT
cana-5110	124	21	“	"	PUNCT
cana-5110	124	22	heat	heat	NOUN
cana-5110	124	23	and	and	CCONJ
cana-5110	124	24	fluid	fluid	ADJ
cana-5110	124	25	flow	flow	NOUN
cana-5110	124	26	in	in	ADP
cana-5110	124	27	rectangular	rectangular	ADJ
cana-5110	124	28	solar	solar	ADJ
cana-5110	124	29	air	air	NOUN
cana-5110	124	30	heater	heater	NOUN
cana-5110	124	31	ducts	duct	NOUN
cana-5110	124	32	having	have	VERB
cana-5110	124	33	transverse	transverse	NOUN
cana-5110	124	34	rib	rib	NOUN
cana-5110	124	35	roughness	roughness	NOUN
cana-5110	124	36	on	on	ADP
cana-5110	124	37	absorber	absorber	NOUN
cana-5110	124	38	plate	plate	NOUN
cana-5110	124	39	”	"	PUNCT
cana-5110	124	40	,	,	PUNCT
cana-5110	124	41	solar	solar	ADJ
cana-5110	124	42	energy	energy	NOUN
cana-5110	124	43	,	,	PUNCT
cana-5110	124	44	vol.51	vol.51	PROPN
cana-5110	124	45	,	,	PUNCT
cana-5110	124	46	31	31	NUM
cana-5110	124	47	-	-	SYM
cana-5110	124	48	37	37	NUM
cana-5110	124	49	.	.	PUNCT
cana-5110	125	1	[	[	X
cana-5110	125	2	5	5	NUM
cana-5110	125	3	]	]	X
cana-5110	125	4	jaurker	jaurker	NOUN
cana-5110	125	5	,	,	PUNCT
cana-5110	125	6	a.r	a.r	PROPN
cana-5110	125	7	.	.	PROPN
cana-5110	125	8	,	,	PUNCT
cana-5110	125	9	saini	saini	PROPN
cana-5110	125	10	,	,	PUNCT
cana-5110	125	11	j.s	j.s	PROPN
cana-5110	125	12	.	.	PROPN
cana-5110	125	13	and	and	CCONJ
cana-5110	125	14	gandhi	gandhi	PROPN
cana-5110	125	15	,	,	PUNCT
cana-5110	125	16	b.k	b.k	PROPN
cana-5110	125	17	.	.	PUNCT
cana-5110	125	18	(	(	PUNCT
cana-5110	125	19	2006	2006	NUM
cana-5110	125	20	)	)	PUNCT
cana-5110	125	21	,	,	PUNCT
cana-5110	125	22	“	"	PUNCT
cana-5110	125	23	heat	heat	NOUN
cana-5110	125	24	transfer	transfer	NOUN
cana-5110	125	25	and	and	CCONJ
cana-5110	125	26	friction	friction	NOUN
cana-5110	125	27	characteristics	characteristic	NOUN
cana-5110	125	28	of	of	ADP
cana-5110	125	29	rectangular	rectangular	ADJ
cana-5110	125	30	solar	solar	ADJ
cana-5110	125	31	air	air	NOUN
cana-5110	125	32	heater	heater	NOUN
cana-5110	125	33	duct	duct	NOUN
cana-5110	125	34	using	use	VERB
cana-5110	125	35	rib	rib	NOUN
cana-5110	125	36	-	-	PUNCT
cana-5110	125	37	grooved	groove	VERB
cana-5110	125	38	artificial	artificial	ADJ
cana-5110	125	39	roughness	roughness	NOUN
cana-5110	125	40	”	"	PUNCT
cana-5110	125	41	solar	solar	ADJ
cana-5110	125	42	energy	energy	NOUN
cana-5110	125	43	,	,	PUNCT
cana-5110	125	44	vol.80	vol.80	ADJ
cana-5110	125	45	,	,	PUNCT
cana-5110	125	46	895	895	NUM
cana-5110	125	47	-	-	SYM
cana-5110	125	48	907	907	NUM
cana-5110	125	49	.	.	PUNCT
cana-5110	126	1	[	[	X
cana-5110	126	2	6	6	NUM
cana-5110	126	3	]	]	X
cana-5110	126	4	karwa	karwa	PROPN
cana-5110	126	5	,	,	PUNCT
cana-5110	126	6	r.	r.	PROPN
cana-5110	126	7	,	,	PUNCT
cana-5110	126	8	solanki	solanki	PROPN
cana-5110	126	9	,	,	PUNCT
cana-5110	126	10	s.c	s.c	PROPN
cana-5110	126	11	.	.	PROPN
cana-5110	126	12	and	and	CCONJ
cana-5110	126	13	saini	saini	PROPN
cana-5110	126	14	,	,	PUNCT
cana-5110	126	15	j.s	j.s	PROPN
cana-5110	126	16	.	.	PROPN
cana-5110	126	17	(	(	PUNCT
cana-5110	126	18	1999	1999	NUM
cana-5110	126	19	)	)	PUNCT
cana-5110	126	20	,	,	PUNCT
cana-5110	126	21	“	"	PUNCT
cana-5110	126	22	heat	heat	NOUN
cana-5110	126	23	transfer	transfer	NOUN
cana-5110	126	24	coefficient	coefficient	NOUN
cana-5110	126	25	and	and	CCONJ
cana-5110	126	26	friction	friction	NOUN
cana-5110	126	27	factor	factor	NOUN
cana-5110	126	28	correlations	correlation	NOUN
cana-5110	126	29	for	for	ADP
cana-5110	126	30	the	the	DET
cana-5110	126	31	transitional	transitional	ADJ
cana-5110	126	32	flow	flow	NOUN
cana-5110	126	33	regime	regime	NOUN
cana-5110	126	34	in	in	ADP
cana-5110	126	35	rib	rib	NOUN
cana-5110	126	36	roughened	roughen	VERB
cana-5110	126	37	rectangular	rectangular	ADJ
cana-5110	126	38	ducts	duct	NOUN
cana-5110	126	39	”	"	PUNCT
cana-5110	126	40	,	,	PUNCT
cana-5110	126	41	international	international	ADJ
cana-5110	126	42	journal	journal	NOUN
cana-5110	126	43	of	of	ADP
cana-5110	126	44	heat	heat	NOUN
cana-5110	126	45	and	and	CCONJ
cana-5110	126	46	mass	mass	NOUN
cana-5110	126	47	transfer	transfer	NOUN
cana-5110	126	48	,	,	PUNCT
cana-5110	126	49	vol	vol	NOUN
cana-5110	126	50	.	.	PROPN
cana-5110	126	51	42	42	NUM
cana-5110	126	52	,	,	PUNCT
cana-5110	126	53	1597	1597	NUM
cana-5110	126	54	-	-	SYM
cana-5110	126	55	1615	1615	NUM
cana-5110	126	56	.	.	PUNCT
cana-5110	127	1	[	[	X
cana-5110	127	2	7	7	NUM
cana-5110	127	3	]	]	SYM
cana-5110	127	4	karmare	karmare	PROPN
cana-5110	127	5	,	,	PUNCT
cana-5110	127	6	s.v	s.v	PROPN
cana-5110	127	7	.	.	PROPN
cana-5110	127	8	andtikekar	andtikekar	PROPN
cana-5110	127	9	,	,	PUNCT
cana-5110	127	10	a.n	a.n	PROPN
cana-5110	127	11	.	.	PROPN
cana-5110	127	12	,	,	PUNCT
cana-5110	127	13	(	(	PUNCT
cana-5110	127	14	2007	2007	NUM
cana-5110	127	15	)	)	PUNCT
cana-5110	127	16	,	,	PUNCT
cana-5110	127	17	“	"	PUNCT
cana-5110	127	18	heat	heat	NOUN
cana-5110	127	19	transfer	transfer	NOUN
cana-5110	127	20	and	and	CCONJ
cana-5110	127	21	friction	friction	NOUN
cana-5110	127	22	factor	factor	NOUN
cana-5110	127	23	correlation	correlation	NOUN
cana-5110	127	24	for	for	ADP
cana-5110	127	25	artificially	artificially	ADV
cana-5110	127	26	roughened	roughen	VERB
cana-5110	127	27	duct	duct	NOUN
cana-5110	127	28	with	with	ADP
cana-5110	127	29	metal	metal	NOUN
cana-5110	127	30	grit	grit	NOUN
cana-5110	127	31	ribs	rib	NOUN
cana-5110	127	32	”	"	PUNCT
cana-5110	127	33	,	,	PUNCT
cana-5110	127	34	international	international	ADJ
cana-5110	127	35	journal	journal	NOUN
cana-5110	127	36	of	of	ADP
cana-5110	127	37	heat	heat	NOUN
cana-5110	127	38	and	and	CCONJ
cana-5110	127	39	mass	mass	NOUN
cana-5110	127	40	transfer	transfer	NOUN
cana-5110	127	41	,	,	PUNCT
cana-5110	127	42	vol	vol	NOUN
cana-5110	127	43	.	.	PROPN
cana-5110	127	44	50	50	NUM
cana-5110	127	45	,	,	PUNCT
cana-5110	127	46	4342–4351	4342–4351	NOUN
cana-5110	127	47	.	.	PUNCT
cana-5110	128	1	[	[	X
cana-5110	128	2	8	8	NUM
cana-5110	128	3	]	]	X
cana-5110	128	4	prasad	prasad	PROPN
cana-5110	128	5	,	,	PUNCT
cana-5110	128	6	b.n	b.n	PROPN
cana-5110	128	7	.	.	PROPN
cana-5110	128	8	and	and	CCONJ
cana-5110	128	9	saini	saini	PROPN
cana-5110	128	10	,	,	PUNCT
cana-5110	128	11	j.s	j.s	PROPN
cana-5110	128	12	.	.	PROPN
cana-5110	128	13	(	(	PUNCT
cana-5110	128	14	1988	1988	NUM
cana-5110	128	15	)	)	PUNCT
cana-5110	128	16	,	,	PUNCT
cana-5110	128	17	“	"	PUNCT
cana-5110	128	18	effect	effect	NOUN
cana-5110	128	19	of	of	ADP
cana-5110	128	20	artificial	artificial	ADJ
cana-5110	128	21	roughness	roughness	NOUN
cana-5110	128	22	on	on	ADP
cana-5110	128	23	heat	heat	NOUN
cana-5110	128	24	transfer	transfer	NOUN
cana-5110	128	25	and	and	CCONJ
cana-5110	128	26	friction	friction	NOUN
cana-5110	128	27	factor	factor	NOUN
cana-5110	128	28	in	in	ADP
cana-5110	128	29	a	a	DET
cana-5110	128	30	solar	solar	ADJ
cana-5110	128	31	air	air	NOUN
cana-5110	128	32	heater	heater	NOUN
cana-5110	128	33	”	"	PUNCT
cana-5110	128	34	,	,	PUNCT
cana-5110	128	35	solar	solar	ADJ
cana-5110	128	36	energy	energy	NOUN
cana-5110	128	37	,	,	PUNCT
cana-5110	128	38	vol.41	vol.41	NOUN
cana-5110	128	39	,	,	PUNCT
cana-5110	128	40	555	555	NUM
cana-5110	128	41	-	-	SYM
cana-5110	128	42	560	560	NUM
cana-5110	128	43	.	.	PUNCT
cana-5110	129	1	[	[	X
cana-5110	129	2	9	9	NUM
cana-5110	129	3	]	]	X
cana-5110	129	4	singh	singh	PROPN
cana-5110	129	5	,	,	PUNCT
cana-5110	129	6	r.	r.	PROPN
cana-5110	129	7	,	,	PUNCT
cana-5110	129	8	saini	saini	PROPN
cana-5110	129	9	,	,	PUNCT
cana-5110	129	10	r.p	r.p	PROPN
cana-5110	129	11	.	.	PROPN
cana-5110	129	12	and	and	CCONJ
cana-5110	129	13	saini	saini	PROPN
cana-5110	129	14	,	,	PUNCT
cana-5110	129	15	j.s	j.s	PROPN
cana-5110	129	16	.	.	PROPN
cana-5110	129	17	(	(	PUNCT
cana-5110	129	18	2006	2006	NUM
cana-5110	129	19	)	)	PUNCT
cana-5110	129	20	,	,	PUNCT
cana-5110	129	21	“	"	PUNCT
cana-5110	129	22	nusselt	nusselt	VERB
cana-5110	129	23	number	number	NOUN
cana-5110	129	24	and	and	CCONJ
cana-5110	129	25	friction	friction	NOUN
cana-5110	129	26	factor	factor	NOUN
cana-5110	129	27	correlations	correlation	NOUN
cana-5110	129	28	for	for	ADP
cana-5110	129	29	packed	packed	ADJ
cana-5110	129	30	bed	bed	NOUN
cana-5110	129	31	solar	solar	ADJ
cana-5110	129	32	energy	energy	NOUN
cana-5110	129	33	storage	storage	NOUN
cana-5110	129	34	system	system	NOUN
cana-5110	129	35	having	have	VERB
cana-5110	129	36	large	large	ADJ
cana-5110	129	37	sized	sized	ADJ
cana-5110	129	38	elements	element	NOUN
cana-5110	129	39	of	of	ADP
cana-5110	129	40	different	different	ADJ
cana-5110	129	41	shapes	shape	NOUN
cana-5110	129	42	”	"	PUNCT
cana-5110	129	43	,	,	PUNCT
cana-5110	129	44	solar	solar	ADJ
cana-5110	129	45	energy	energy	NOUN
cana-5110	129	46	,	,	PUNCT
cana-5110	129	47	vol.80	vol.80	ADJ
cana-5110	129	48	,	,	PUNCT
cana-5110	129	49	760	760	NUM
cana-5110	129	50	-	-	SYM
cana-5110	129	51	771	771	NUM
cana-5110	129	52	.	.	PUNCT
cana-5110	130	1	communications	communication	NOUN
cana-5110	130	2	on	on	ADP
cana-5110	130	3	applied	apply	VERB
cana-5110	130	4	nonlinear	nonlinear	ADJ
cana-5110	130	5	analysis	analysis	NOUN
cana-5110	130	6	issn	issn	NOUN
cana-5110	130	7	:	:	PUNCT
cana-5110	130	8	1074	1074	NUM
cana-5110	130	9	-	-	PUNCT
cana-5110	130	10	133x	133x	NUM
cana-5110	130	11	vol	vol	NOUN
cana-5110	130	12	32	32	NUM
cana-5110	130	13	no	no	NOUN
cana-5110	130	14	.	.	PUNCT
cana-5110	131	1	icmasd	icmasd	NOUN
cana-5110	131	2	(	(	PUNCT
cana-5110	131	3	2025	2025	NUM
cana-5110	131	4	)	)	PUNCT
cana-5110	131	5	847	847	NUM
cana-5110	131	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5110	132	1	[	[	X
cana-5110	132	2	10	10	NUM
cana-5110	132	3	]	]	X
cana-5110	132	4	singh	singh	PROPN
cana-5110	132	5	s	s	PROPN
cana-5110	132	6	,	,	PUNCT
cana-5110	132	7	kaith	kaith	PROPN
cana-5110	132	8	sbs	sbs	PROPN
cana-5110	132	9	,	,	PUNCT
cana-5110	132	10	kumar	kumar	PROPN
cana-5110	132	11	r	r	PROPN
cana-5110	132	12	,	,	PUNCT
cana-5110	132	13	inderpreet	inderpreet	PROPN
cana-5110	132	14	bsb	bsb	PROPN
cana-5110	132	15	(	(	PUNCT
cana-5110	132	16	2024	2024	NUM
cana-5110	132	17	)	)	PUNCT
cana-5110	132	18	,	,	PUNCT
cana-5110	132	19	“	"	PUNCT
cana-5110	132	20	nanocellulose	nanocellulose	PROPN
cana-5110	132	21	extracted	extract	VERB
cana-5110	132	22	from	from	ADP
cana-5110	132	23	wheat	wheat	NOUN
cana-5110	132	24	straw	straw	NOUN
cana-5110	132	25	:	:	PUNCT
cana-5110	132	26	facile	facile	ADJ
cana-5110	132	27	synthesis	synthesis	NOUN
cana-5110	132	28	,	,	PUNCT
cana-5110	132	29	characterization	characterization	NOUN
cana-5110	132	30	and	and	CCONJ
cana-5110	132	31	application	application	NOUN
cana-5110	132	32	as	as	ADP
cana-5110	132	33	an	an	DET
cana-5110	132	34	efficient	efficient	ADJ
cana-5110	132	35	u	u	NOUN
cana-5110	132	36	(	(	PUNCT
cana-5110	132	37	vi	vi	NOUN
cana-5110	132	38	)	)	PUNCT
cana-5110	132	39	scavenger	scavenger	NOUN
cana-5110	132	40	for	for	ADP
cana-5110	132	41	groundwater	groundwater	NOUN
cana-5110	132	42	of	of	ADP
cana-5110	132	43	bathinda	bathinda	NOUN
cana-5110	132	44	district	district	NOUN
cana-5110	132	45	,	,	PUNCT
cana-5110	132	46	sw	sw	PROPN
cana-5110	132	47	‑	‑	PROPN
cana-5110	132	48	punjab	punjab	PROPN
cana-5110	132	49	”	"	PUNCT
cana-5110	132	50	journal	journal	NOUN
cana-5110	132	51	of	of	ADP
cana-5110	132	52	radioanalytical	radioanalytical	ADJ
cana-5110	132	53	and	and	CCONJ
cana-5110	132	54	nuclear	nuclear	ADJ
cana-5110	132	55	chemistry	chemistry	NOUN
cana-5110	132	56	.	.	PUNCT
cana-5110	133	1	[	[	X
cana-5110	133	2	11	11	NUM
cana-5110	133	3	]	]	X
cana-5110	133	4	singh	singh	PROPN
cana-5110	133	5	s	s	PROPN
cana-5110	133	6	,	,	PUNCT
cana-5110	133	7	sharma	sharma	PROPN
cana-5110	133	8	i	i	PRON
cana-5110	133	9	,	,	PUNCT
cana-5110	133	10	kumar	kumar	PROPN
cana-5110	133	11	s	s	PROPN
cana-5110	133	12	,	,	PUNCT
cana-5110	133	13	et	et	PROPN
cana-5110	133	14	al	al	PROPN
cana-5110	133	15	(	(	PUNCT
cana-5110	133	16	2024	2024	NUM
cana-5110	133	17	)	)	PUNCT
cana-5110	133	18	,	,	PUNCT
cana-5110	133	19	“	"	PUNCT
cana-5110	133	20	comparative	comparative	ADJ
cana-5110	133	21	analysis	analysis	NOUN
cana-5110	133	22	of	of	ADP
cana-5110	133	23	adsorptive	adsorptive	ADJ
cana-5110	133	24	potential	potential	NOUN
cana-5110	133	25	of	of	ADP
cana-5110	133	26	­	­	NUM
cana-5110	133	27	tio	tio	NOUN
cana-5110	133	28	2	2	NUM
cana-5110	133	29	and	and	CCONJ
cana-5110	133	30	its	its	PRON
cana-5110	133	31	mwcnt	mwcnt	ADJ
cana-5110	133	32	composite	composite	ADJ
cana-5110	133	33	­	­	NOUN
cana-5110	133	34	(	(	PUNCT
cana-5110	133	35	tio	tio	NOUN
cana-5110	133	36	2	2	NUM
cana-5110	133	37	‑	‑	NOUN
cana-5110	133	38	mwcnt	mwcnt	ADJ
cana-5110	133	39	)	)	PUNCT
cana-5110	133	40	as	as	ADP
cana-5110	133	41	uranium	uranium	NOUN
cana-5110	133	42	(	(	PUNCT
cana-5110	133	43	vi	vi	ADJ
cana-5110	133	44	)	)	PUNCT
cana-5110	133	45	scavengers	scavenger	NOUN
cana-5110	133	46	”	"	PUNCT
cana-5110	133	47	journal	journal	NOUN
cana-5110	133	48	of	of	ADP
cana-5110	133	49	radioanalytical	radioanalytical	ADJ
cana-5110	133	50	and	and	CCONJ
cana-5110	133	51	nuclear	nuclear	ADJ
cana-5110	133	52	chemistry	chemistry	NOUN
cana-5110	133	53	.	.	PUNCT
cana-5110	134	1	[	[	X
cana-5110	134	2	12	12	NUM
cana-5110	134	3	]	]	SYM
cana-5110	134	4	masih	masih	PROPN
cana-5110	134	5	,	,	PUNCT
cana-5110	134	6	s.	s.	PROPN
cana-5110	134	7	,	,	PUNCT
cana-5110	134	8	mahajan	mahajan	PROPN
cana-5110	134	9	,	,	PUNCT
cana-5110	134	10	j.	j.	PROPN
cana-5110	134	11	,	,	PUNCT
cana-5110	134	12	sharma	sharma	PROPN
cana-5110	134	13	,	,	PUNCT
cana-5110	134	14	n.	n.	NOUN
cana-5110	134	15	et	et	PROPN
cana-5110	134	16	al	al	PROPN
cana-5110	134	17	.	.	PROPN
cana-5110	134	18	(	(	PUNCT
cana-5110	134	19	2025	2025	NUM
cana-5110	134	20	)	)	PUNCT
cana-5110	134	21	,	,	PUNCT
cana-5110	134	22	“	"	PUNCT
cana-5110	134	23	investigation	investigation	NOUN
cana-5110	134	24	of	of	ADP
cana-5110	134	25	polymer	polymer	NOUN
cana-5110	134	26	-	-	PUNCT
cana-5110	134	27	based	base	VERB
cana-5110	134	28	composites	composite	NOUN
cana-5110	134	29	for	for	ADP
cana-5110	134	30	optimized	optimize	VERB
cana-5110	134	31	magnetoelectric	magnetoelectric	ADJ
cana-5110	134	32	performance	performance	NOUN
cana-5110	134	33	in	in	ADP
cana-5110	134	34	multifunctional	multifunctional	ADJ
cana-5110	134	35	applications	application	NOUN
cana-5110	134	36	”	"	PUNCT
cana-5110	134	37	journal	journal	NOUN
cana-5110	134	38	of	of	ADP
cana-5110	134	39	materials	material	NOUN
cana-5110	134	40	science	science	NOUN
cana-5110	134	41	:	:	PUNCT
cana-5110	134	42	materials	material	NOUN
cana-5110	134	43	in	in	ADP
cana-5110	134	44	electronics	electronics	NOUN
cana-5110	134	45	36	36	NUM
cana-5110	134	46	,	,	PUNCT
cana-5110	134	47	283	283	NUM
cana-5110	134	48	.	.	PUNCT
cana-5110	135	1	[	[	X
cana-5110	135	2	13	13	NUM
cana-5110	135	3	]	]	X
cana-5110	135	4	kaur	kaur	PROPN
cana-5110	135	5	,	,	PUNCT
cana-5110	135	6	a.	a.	PROPN
cana-5110	135	7	,	,	PUNCT
cana-5110	135	8	nindrayog	nindrayog	NOUN
cana-5110	135	9	amritpal	amritpal	PROPN
cana-5110	135	10	singh	singh	PROPN
cana-5110	135	11	,	,	PUNCT
cana-5110	135	12	masih	masih	PROPN
cana-5110	135	13	,	,	PUNCT
cana-5110	135	14	s.	s.	PROPN
cana-5110	135	15	et	et	PROPN
cana-5110	135	16	al	al	PROPN
cana-5110	135	17	.	.	PROPN
cana-5110	136	1	(	(	PUNCT
cana-5110	136	2	2024	2024	NUM
cana-5110	136	3	)	)	PUNCT
cana-5110	136	4	,	,	PUNCT
cana-5110	136	5	“	"	PUNCT
cana-5110	136	6	magnetically	magnetically	ADV
cana-5110	136	7	tailored	tailor	VERB
cana-5110	136	8	dielectric	dielectric	ADJ
cana-5110	136	9	behaviour	behaviour	NOUN
cana-5110	136	10	of	of	ADP
cana-5110	136	11	(	(	PUNCT
cana-5110	136	12	1	1	NUM
cana-5110	136	13	-	-	PUNCT
cana-5110	136	14	x)ba0.98sm0.02tio3	x)ba0.98sm0.02tio3	NUM
cana-5110	136	15	-	-	PUNCT
cana-5110	136	16	xba0.7sr0.3fe12o19	xba0.7sr0.3fe12o19	NOUN
cana-5110	136	17	ceramic	ceramic	ADJ
cana-5110	136	18	composites	composite	NOUN
cana-5110	136	19	”	"	PUNCT
cana-5110	136	20	processing	processing	NOUN
cana-5110	136	21	and	and	CCONJ
cana-5110	136	22	application	application	NOUN
cana-5110	136	23	of	of	ADP
cana-5110	136	24	ceramics	ceramic	NOUN
cana-5110	136	25	18	18	NUM
cana-5110	136	26	,	,	PUNCT
cana-5110	136	27	4	4	NUM
cana-5110	136	28	.	.	PUNCT