id	sid	tid	token	lemma	pos
cet-695	1	1	chemical	chemical	NOUN
cet-695	1	2	engineering	engineering	NOUN
cet-695	1	3	transactions	transaction	NOUN
cet-695	1	4	vol	vol	NOUN
cet-695	1	5	.	.	PROPN
cet-695	1	6	70	70	NUM
cet-695	1	7	,	,	PUNCT
cet-695	1	8	2018	2018	NUM
cet-695	1	9	a	a	DET
cet-695	1	10	publication	publication	NOUN
cet-695	1	11	of	of	ADP
cet-695	1	12	the	the	DET
cet-695	1	13	italian	italian	ADJ
cet-695	1	14	association	association	NOUN
cet-695	1	15	of	of	ADP
cet-695	1	16	chemical	chemical	PROPN
cet-695	1	17	engineering	engineering	NOUN
cet-695	1	18	online	online	ADV
cet-695	1	19	at	at	ADP
cet-695	1	20	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-695	1	21	guest	guest	NOUN
cet-695	1	22	editors	editor	NOUN
cet-695	1	23	:	:	PUNCT
cet-695	1	24	timothy	timothy	PROPN
cet-695	1	25	g.	g.	PROPN
cet-695	1	26	walmsley	walmsley	PROPN
cet-695	1	27	,	,	PUNCT
cet-695	1	28	petar	petar	PROPN
cet-695	1	29	s.	s.	PROPN
cet-695	1	30	varbanov	varbanov	PROPN
cet-695	1	31	,	,	PUNCT
cet-695	1	32	rongxin	rongxin	PROPN
cet-695	1	33	su	su	PROPN
cet-695	1	34	,	,	PUNCT
cet-695	1	35	jiří	jiří	NOUN
cet-695	1	36	j.	j.	PROPN
cet-695	1	37	klemeš	klemeš	PROPN
cet-695	1	38	copyright	copyright	NOUN
cet-695	1	39	©	©	PROPN
cet-695	1	40	2018	2018	NUM
cet-695	1	41	,	,	PUNCT
cet-695	1	42	aidic	aidic	ADJ
cet-695	1	43	servizi	servizi	PROPN
cet-695	1	44	s.r.l	s.r.l	PROPN
cet-695	1	45	.	.	PUNCT
cet-695	2	1	isbn	isbn	ADJ
cet-695	2	2	978	978	NUM
cet-695	2	3	-	-	SYM
cet-695	2	4	88	88	NUM
cet-695	2	5	-	-	PUNCT
cet-695	2	6	95608	95608	NUM
cet-695	2	7	-	-	PUNCT
cet-695	2	8	67	67	NUM
cet-695	2	9	-	-	SYM
cet-695	2	10	9	9	NUM
cet-695	2	11	;	;	PUNCT
cet-695	2	12	issn	issn	PROPN
cet-695	2	13	2283	2283	NUM
cet-695	2	14	-	-	SYM
cet-695	2	15	9216	9216	NUM
cet-695	2	16	factor	factor	NOUN
cet-695	2	17	impacts	impact	NOUN
cet-695	2	18	and	and	CCONJ
cet-695	2	19	target	target	NOUN
cet-695	2	20	setting	setting	NOUN
cet-695	2	21	of	of	ADP
cet-695	2	22	energy	energy	NOUN
cet-695	2	23	consumption	consumption	NOUN
cet-695	2	24	in	in	ADP
cet-695	2	25	thailand	thailand	PROPN
cet-695	2	26	’s	’s	PART
cet-695	2	27	hospital	hospital	PROPN
cet-695	2	28	building	building	PROPN
cet-695	2	29	det	det	PROPN
cet-695	2	30	damrongsaka	damrongsaka	PROPN
cet-695	2	31	,	,	PUNCT
cet-695	2	32	wongkot	wongkot	PROPN
cet-695	2	33	wongsapaib	wongsapaib	PROPN
cet-695	2	34	,	,	PUNCT
cet-695	2	35	*	*	PROPN
cet-695	2	36	,	,	PUNCT
cet-695	2	37	nattanee	nattanee	PROPN
cet-695	2	38	thinatea	thinatea	PROPN
cet-695	2	39	afaculty	afaculty	PROPN
cet-695	2	40	of	of	ADP
cet-695	2	41	engineering	engineering	PROPN
cet-695	2	42	,	,	PUNCT
cet-695	2	43	chiang	chiang	PROPN
cet-695	2	44	mai	mai	PROPN
cet-695	2	45	university	university	PROPN
cet-695	2	46	,	,	PUNCT
cet-695	2	47	chiang	chiang	PROPN
cet-695	2	48	mai	mai	PROPN
cet-695	2	49	,	,	PUNCT
cet-695	2	50	50200	50200	NUM
cet-695	2	51	thailand	thailand	NOUN
cet-695	2	52	;	;	PUNCT
cet-695	2	53	benergy	benergy	NOUN
cet-695	2	54	technology	technology	NOUN
cet-695	2	55	for	for	ADP
cet-695	2	56	environment	environment	NOUN
cet-695	2	57	research	research	NOUN
cet-695	2	58	center	center	NOUN
cet-695	2	59	,	,	PUNCT
cet-695	2	60	chiang	chiang	PROPN
cet-695	2	61	mai	mai	PROPN
cet-695	2	62	university	university	PROPN
cet-695	2	63	,	,	PUNCT
cet-695	2	64	chiang	chiang	PROPN
cet-695	2	65	mai	mai	PROPN
cet-695	2	66	,	,	PUNCT
cet-695	2	67	thailand	thailand	PROPN
cet-695	3	1	wongkot@eng.cmu.ac.th	wongkot@eng.cmu.ac.th	PUNCT
cet-695	3	2	this	this	DET
cet-695	3	3	article	article	NOUN
cet-695	3	4	analysed	analyse	VERB
cet-695	3	5	the	the	DET
cet-695	3	6	factor	factor	NOUN
cet-695	3	7	impacts	impact	NOUN
cet-695	3	8	on	on	ADP
cet-695	3	9	the	the	DET
cet-695	3	10	energy	energy	NOUN
cet-695	3	11	usage	usage	NOUN
cet-695	3	12	of	of	ADP
cet-695	3	13	hospitals	hospital	NOUN
cet-695	3	14	in	in	ADP
cet-695	3	15	thailand	thailand	PROPN
cet-695	3	16	by	by	ADP
cet-695	3	17	investigating	investigate	VERB
cet-695	3	18	on	on	ADP
cet-695	3	19	14	14	NUM
cet-695	3	20	hospitals	hospital	NOUN
cet-695	3	21	,	,	PUNCT
cet-695	3	22	which	which	PRON
cet-695	3	23	were	be	AUX
cet-695	3	24	accountable	accountable	ADJ
cet-695	3	25	for	for	ADP
cet-695	3	26	about	about	ADV
cet-695	3	27	7	7	NUM
cet-695	3	28	%	%	NOUN
cet-695	3	29	of	of	ADP
cet-695	3	30	the	the	DET
cet-695	3	31	energy	energy	NOUN
cet-695	3	32	usage	usage	NOUN
cet-695	3	33	of	of	ADP
cet-695	3	34	all	all	DET
cet-695	3	35	hospitals	hospital	NOUN
cet-695	3	36	in	in	ADP
cet-695	3	37	thailand	thailand	PROPN
cet-695	3	38	.	.	PUNCT
cet-695	4	1	hospital	hospital	NOUN
cet-695	4	2	buildings	building	NOUN
cet-695	4	3	utilized	utilize	VERB
cet-695	4	4	electricity	electricity	NOUN
cet-695	4	5	as	as	ADV
cet-695	4	6	high	high	ADJ
cet-695	4	7	as	as	ADP
cet-695	4	8	90	90	NUM
cet-695	4	9	%	%	NOUN
cet-695	4	10	of	of	ADP
cet-695	4	11	all	all	DET
cet-695	4	12	the	the	DET
cet-695	4	13	entire	entire	ADJ
cet-695	4	14	energy	energy	NOUN
cet-695	4	15	usage	usage	NOUN
cet-695	4	16	due	due	ADP
cet-695	4	17	to	to	ADP
cet-695	4	18	medical	medical	ADJ
cet-695	4	19	electric	electric	ADJ
cet-695	4	20	equipment	equipment	NOUN
cet-695	4	21	and	and	CCONJ
cet-695	4	22	various	various	ADJ
cet-695	4	23	electric	electric	ADJ
cet-695	4	24	systems	system	NOUN
cet-695	4	25	in	in	ADP
cet-695	4	26	the	the	DET
cet-695	4	27	hospitals	hospital	NOUN
cet-695	4	28	.	.	PUNCT
cet-695	5	1	multiple	multiple	ADJ
cet-695	5	2	linear	linear	PROPN
cet-695	5	3	regression	regression	NOUN
cet-695	5	4	has	have	AUX
cet-695	5	5	been	be	AUX
cet-695	5	6	executed	execute	VERB
cet-695	5	7	to	to	PART
cet-695	5	8	find	find	VERB
cet-695	5	9	the	the	DET
cet-695	5	10	relationship	relationship	NOUN
cet-695	5	11	between	between	ADP
cet-695	5	12	electrical	electrical	ADJ
cet-695	5	13	energy	energy	NOUN
cet-695	5	14	consumption	consumption	NOUN
cet-695	5	15	and	and	CCONJ
cet-695	5	16	various	various	ADJ
cet-695	5	17	essential	essential	ADJ
cet-695	5	18	variables	variable	NOUN
cet-695	5	19	.	.	PUNCT
cet-695	6	1	as	as	ADP
cet-695	6	2	a	a	DET
cet-695	6	3	result	result	NOUN
cet-695	6	4	,	,	PUNCT
cet-695	6	5	the	the	DET
cet-695	6	6	developed	develop	VERB
cet-695	6	7	model	model	NOUN
cet-695	6	8	could	could	AUX
cet-695	6	9	be	be	AUX
cet-695	6	10	used	use	VERB
cet-695	6	11	to	to	PART
cet-695	6	12	forecast	forecast	VERB
cet-695	6	13	energy	energy	NOUN
cet-695	6	14	consumption	consumption	NOUN
cet-695	6	15	,	,	PUNCT
cet-695	6	16	and	and	CCONJ
cet-695	6	17	find	find	VERB
cet-695	6	18	which	which	DET
cet-695	6	19	factor	factor	NOUN
cet-695	6	20	has	have	VERB
cet-695	6	21	the	the	DET
cet-695	6	22	most	most	ADJ
cet-695	6	23	impact	impact	NOUN
cet-695	6	24	on	on	ADP
cet-695	6	25	energy	energy	NOUN
cet-695	6	26	consumption	consumption	NOUN
cet-695	6	27	in	in	ADP
cet-695	6	28	hospitals	hospital	NOUN
cet-695	6	29	.	.	PUNCT
cet-695	7	1	1	1	X
cet-695	7	2	.	.	X
cet-695	7	3	introduction	introduction	NOUN
cet-695	7	4	thailand	thailand	PROPN
cet-695	7	5	has	have	AUX
cet-695	7	6	been	be	AUX
cet-695	7	7	increasing	increase	VERB
cet-695	7	8	the	the	DET
cet-695	7	9	energy	energy	NOUN
cet-695	7	10	use	use	NOUN
cet-695	7	11	every	every	DET
cet-695	7	12	year	year	NOUN
cet-695	7	13	especially	especially	ADV
cet-695	7	14	electrical	electrical	ADJ
cet-695	7	15	energy	energy	NOUN
cet-695	7	16	usage	usage	NOUN
cet-695	7	17	.	.	PUNCT
cet-695	8	1	the	the	DET
cet-695	8	2	business	business	NOUN
cet-695	8	3	sector	sector	NOUN
cet-695	8	4	was	be	AUX
cet-695	8	5	accountable	accountable	ADJ
cet-695	8	6	for	for	ADP
cet-695	8	7	about	about	ADV
cet-695	8	8	34	34	NUM
cet-695	8	9	%	%	NOUN
cet-695	8	10	of	of	ADP
cet-695	8	11	all	all	DET
cet-695	8	12	electricity	electricity	NOUN
cet-695	8	13	use	use	NOUN
cet-695	8	14	in	in	ADP
cet-695	8	15	thailand	thailand	PROPN
cet-695	8	16	(	(	PUNCT
cet-695	8	17	department	department	NOUN
cet-695	8	18	of	of	ADP
cet-695	8	19	alternative	alternative	ADJ
cet-695	8	20	energy	energy	NOUN
cet-695	8	21	development	development	NOUN
cet-695	8	22	and	and	CCONJ
cet-695	8	23	efficiency	efficiency	NOUN
cet-695	8	24	,	,	PUNCT
cet-695	8	25	2016	2016	NUM
cet-695	8	26	)	)	PUNCT
cet-695	8	27	.	.	PUNCT
cet-695	9	1	the	the	DET
cet-695	9	2	improvement	improvement	NOUN
cet-695	9	3	of	of	ADP
cet-695	9	4	energy	energy	NOUN
cet-695	9	5	use	use	NOUN
cet-695	9	6	in	in	ADP
cet-695	9	7	this	this	DET
cet-695	9	8	particular	particular	ADJ
cet-695	9	9	sector	sector	NOUN
cet-695	9	10	was	be	AUX
cet-695	9	11	necessary	necessary	ADJ
cet-695	9	12	and	and	CCONJ
cet-695	9	13	challenging	challenge	VERB
cet-695	9	14	for	for	ADP
cet-695	9	15	the	the	DET
cet-695	9	16	investigation	investigation	NOUN
cet-695	9	17	.	.	PUNCT
cet-695	10	1	the	the	DET
cet-695	10	2	investigation	investigation	NOUN
cet-695	10	3	focused	focus	VERB
cet-695	10	4	on	on	ADP
cet-695	10	5	the	the	DET
cet-695	10	6	energy	energy	NOUN
cet-695	10	7	baseline	baseline	NOUN
cet-695	10	8	and	and	CCONJ
cet-695	10	9	target	target	NOUN
cet-695	10	10	setting	set	VERB
cet-695	10	11	in	in	ADP
cet-695	10	12	hospital	hospital	NOUN
cet-695	10	13	buildings	building	NOUN
cet-695	10	14	which	which	PRON
cet-695	10	15	were	be	AUX
cet-695	10	16	estimated	estimate	VERB
cet-695	10	17	11	11	NUM
cet-695	10	18	%	%	NOUN
cet-695	10	19	of	of	ADP
cet-695	10	20	the	the	DET
cet-695	10	21	energy	energy	NOUN
cet-695	10	22	consumption	consumption	NOUN
cet-695	10	23	and	and	CCONJ
cet-695	10	24	around	around	ADV
cet-695	10	25	4	4	NUM
cet-695	10	26	%	%	NOUN
cet-695	10	27	of	of	ADP
cet-695	10	28	gdp	gdp	NOUN
cet-695	10	29	from	from	ADP
cet-695	10	30	the	the	DET
cet-695	10	31	total	total	ADJ
cet-695	10	32	commercial	commercial	ADJ
cet-695	10	33	sector	sector	NOUN
cet-695	10	34	in	in	ADP
cet-695	10	35	thailand	thailand	PROPN
cet-695	10	36	.	.	PUNCT
cet-695	11	1	the	the	DET
cet-695	11	2	energy	energy	NOUN
cet-695	11	3	efficiency	efficiency	NOUN
cet-695	11	4	in	in	ADP
cet-695	11	5	thailand	thailand	PROPN
cet-695	11	6	generally	generally	ADV
cet-695	11	7	focuses	focus	VERB
cet-695	11	8	on	on	ADP
cet-695	11	9	energy	energy	NOUN
cet-695	11	10	conservation	conservation	NOUN
cet-695	11	11	measures	measure	NOUN
cet-695	11	12	focusing	focus	VERB
cet-695	11	13	particularly	particularly	ADV
cet-695	11	14	on	on	ADP
cet-695	11	15	energy	energy	NOUN
cet-695	11	16	management	management	NOUN
cet-695	11	17	and	and	CCONJ
cet-695	11	18	replacing	replace	VERB
cet-695	11	19	the	the	DET
cet-695	11	20	old	old	ADJ
cet-695	11	21	equipment	equipment	NOUN
cet-695	11	22	with	with	ADP
cet-695	11	23	newly	newly	ADV
cet-695	11	24	high	high	ADJ
cet-695	11	25	energy	energy	NOUN
cet-695	11	26	efficient	efficient	ADJ
cet-695	11	27	equipment	equipment	NOUN
cet-695	11	28	.	.	PUNCT
cet-695	12	1	specific	specific	ADJ
cet-695	12	2	energy	energy	NOUN
cet-695	12	3	consumption	consumption	NOUN
cet-695	12	4	(	(	PUNCT
cet-695	12	5	sec	sec	PROPN
cet-695	12	6	)	)	PUNCT
cet-695	12	7	is	be	AUX
cet-695	12	8	commonly	commonly	ADV
cet-695	12	9	used	use	VERB
cet-695	12	10	as	as	ADP
cet-695	12	11	a	a	DET
cet-695	12	12	target	target	NOUN
cet-695	12	13	setting	setting	NOUN
cet-695	12	14	of	of	ADP
cet-695	12	15	the	the	DET
cet-695	12	16	energy	energy	NOUN
cet-695	12	17	use	use	NOUN
cet-695	12	18	per	per	ADP
cet-695	12	19	product	product	NOUN
cet-695	12	20	unit	unit	NOUN
cet-695	12	21	.	.	PUNCT
cet-695	13	1	for	for	ADP
cet-695	13	2	hospital	hospital	NOUN
cet-695	13	3	buildings	building	NOUN
cet-695	13	4	,	,	PUNCT
cet-695	13	5	sec	sec	PROPN
cet-695	13	6	is	be	AUX
cet-695	13	7	normally	normally	ADV
cet-695	13	8	defined	define	VERB
cet-695	13	9	as	as	ADP
cet-695	13	10	the	the	DET
cet-695	13	11	energy	energy	NOUN
cet-695	13	12	use	use	NOUN
cet-695	13	13	per	per	ADP
cet-695	13	14	unit	unit	NOUN
cet-695	13	15	area	area	NOUN
cet-695	13	16	of	of	ADP
cet-695	13	17	indoor	indoor	ADJ
cet-695	13	18	working	working	NOUN
cet-695	13	19	space	space	NOUN
cet-695	13	20	(	(	PUNCT
cet-695	13	21	both	both	CCONJ
cet-695	13	22	air	air	NOUN
cet-695	13	23	-	-	PUNCT
cet-695	13	24	conditioning	conditioning	NOUN
cet-695	13	25	and	and	CCONJ
cet-695	13	26	non	non	ADJ
cet-695	13	27	-	-	ADJ
cet-695	13	28	air	air	ADJ
cet-695	13	29	conditioning	conditioning	NOUN
cet-695	13	30	areas	area	NOUN
cet-695	13	31	)	)	PUNCT
cet-695	13	32	or	or	CCONJ
cet-695	13	33	energy	energy	NOUN
cet-695	13	34	use	use	NOUN
cet-695	13	35	per	per	ADP
cet-695	13	36	inpatient	inpatient	NOUN
cet-695	13	37	bed	bed	NOUN
cet-695	13	38	-	-	PUNCT
cet-695	13	39	day	day	NOUN
cet-695	13	40	.	.	PUNCT
cet-695	14	1	other	other	ADJ
cet-695	14	2	factors	factor	NOUN
cet-695	14	3	,	,	PUNCT
cet-695	14	4	i.e.	i.e.	X
cet-695	14	5	,	,	PUNCT
cet-695	14	6	ambient	ambient	ADJ
cet-695	14	7	temperature	temperature	NOUN
cet-695	14	8	,	,	PUNCT
cet-695	14	9	relative	relative	ADJ
cet-695	14	10	humidity	humidity	NOUN
cet-695	14	11	,	,	PUNCT
cet-695	14	12	numbers	number	NOUN
cet-695	14	13	of	of	ADP
cet-695	14	14	staffs	staff	NOUN
cet-695	14	15	,	,	PUNCT
cet-695	14	16	have	have	AUX
cet-695	14	17	been	be	AUX
cet-695	14	18	seldom	seldom	ADV
cet-695	14	19	addressed	address	VERB
cet-695	14	20	in	in	ADP
cet-695	14	21	analysis	analysis	NOUN
cet-695	14	22	of	of	ADP
cet-695	14	23	energy	energy	NOUN
cet-695	14	24	use	use	NOUN
cet-695	14	25	consideration	consideration	NOUN
cet-695	14	26	.	.	PUNCT
cet-695	15	1	a	a	DET
cet-695	15	2	mathematical	mathematical	ADJ
cet-695	15	3	model	model	NOUN
cet-695	15	4	for	for	ADP
cet-695	15	5	predicting	predict	VERB
cet-695	15	6	building	build	VERB
cet-695	15	7	energy	energy	NOUN
cet-695	15	8	consumption	consumption	NOUN
cet-695	15	9	based	base	VERB
cet-695	15	10	on	on	ADP
cet-695	15	11	the	the	DET
cet-695	15	12	measured	measure	VERB
cet-695	15	13	data	datum	NOUN
cet-695	15	14	had	have	AUX
cet-695	15	15	been	be	AUX
cet-695	15	16	developed	develop	VERB
cet-695	15	17	through	through	ADP
cet-695	15	18	the	the	DET
cet-695	15	19	multiple	multiple	ADJ
cet-695	15	20	regression	regression	NOUN
cet-695	15	21	analysis	analysis	NOUN
cet-695	15	22	for	for	ADP
cet-695	15	23	many	many	ADJ
cet-695	15	24	commercial	commercial	ADJ
cet-695	15	25	office	office	NOUN
cet-695	15	26	buildings	building	NOUN
cet-695	15	27	in	in	ADP
cet-695	15	28	hong	hong	PROPN
cet-695	15	29	kong	kong	PROPN
cet-695	15	30	(	(	PUNCT
cet-695	15	31	jing	je	VERB
cet-695	15	32	et	et	PROPN
cet-695	15	33	al	al	PROPN
cet-695	15	34	.	.	PROPN
cet-695	15	35	,	,	PUNCT
cet-695	15	36	2017	2017	NUM
cet-695	15	37	)	)	PUNCT
cet-695	15	38	.	.	PUNCT
cet-695	16	1	a	a	DET
cet-695	16	2	benchmarking	benchmarke	VERB
cet-695	16	3	process	process	NOUN
cet-695	16	4	for	for	ADP
cet-695	16	5	energy	energy	NOUN
cet-695	16	6	efficiency	efficiency	NOUN
cet-695	16	7	using	use	VERB
cet-695	16	8	multiple	multiple	ADJ
cet-695	16	9	regression	regression	NOUN
cet-695	16	10	analysis	analysis	NOUN
cet-695	16	11	of	of	ADP
cet-695	16	12	energy	energy	NOUN
cet-695	16	13	use	use	NOUN
cet-695	16	14	intensity	intensity	NOUN
cet-695	16	15	(	(	PUNCT
cet-695	16	16	eui	eui	NOUN
cet-695	16	17	)	)	PUNCT
cet-695	16	18	and	and	CCONJ
cet-695	16	19	related	related	ADJ
cet-695	16	20	factors	factor	NOUN
cet-695	16	21	had	have	AUX
cet-695	16	22	been	be	AUX
cet-695	16	23	developed	develop	VERB
cet-695	16	24	.	.	PUNCT
cet-695	17	1	the	the	DET
cet-695	17	2	results	result	NOUN
cet-695	17	3	from	from	ADP
cet-695	17	4	this	this	DET
cet-695	17	5	model	model	NOUN
cet-695	17	6	and	and	CCONJ
cet-695	17	7	the	the	DET
cet-695	17	8	benchmarking	benchmarke	VERB
cet-695	17	9	system	system	NOUN
cet-695	17	10	could	could	AUX
cet-695	17	11	be	be	AUX
cet-695	17	12	used	use	VERB
cet-695	17	13	in	in	ADP
cet-695	17	14	the	the	DET
cet-695	17	15	policy	policy	NOUN
cet-695	17	16	analyses	analysis	NOUN
cet-695	17	17	(	(	PUNCT
cet-695	17	18	chung	chung	PROPN
cet-695	17	19	et	et	PROPN
cet-695	17	20	al	al	PROPN
cet-695	17	21	.	.	PROPN
cet-695	17	22	,	,	PUNCT
cet-695	17	23	2006	2006	NUM
cet-695	17	24	)	)	PUNCT
cet-695	17	25	.	.	PUNCT
cet-695	18	1	from	from	ADP
cet-695	18	2	the	the	DET
cet-695	18	3	energy	energy	NOUN
cet-695	18	4	consumption	consumption	NOUN
cet-695	18	5	data	datum	NOUN
cet-695	18	6	of	of	ADP
cet-695	18	7	hospitals	hospital	NOUN
cet-695	18	8	in	in	ADP
cet-695	18	9	thailand	thailand	PROPN
cet-695	18	10	,	,	PUNCT
cet-695	18	11	compared	compare	VERB
cet-695	18	12	to	to	ADP
cet-695	18	13	other	other	ADJ
cet-695	18	14	types	type	NOUN
cet-695	18	15	of	of	ADP
cet-695	18	16	buildings	building	NOUN
cet-695	18	17	,	,	PUNCT
cet-695	18	18	the	the	DET
cet-695	18	19	24	24	NUM
cet-695	18	20	h	h	NOUN
cet-695	18	21	scenario	scenario	NOUN
cet-695	18	22	use	use	NOUN
cet-695	18	23	of	of	ADP
cet-695	18	24	the	the	DET
cet-695	18	25	healthcare	healthcare	NOUN
cet-695	18	26	buildings	building	NOUN
cet-695	18	27	has	have	VERB
cet-695	18	28	a	a	DET
cet-695	18	29	significant	significant	ADJ
cet-695	18	30	impact	impact	NOUN
cet-695	18	31	on	on	ADP
cet-695	18	32	the	the	DET
cet-695	18	33	energy	energy	NOUN
cet-695	18	34	consumption	consumption	NOUN
cet-695	18	35	in	in	ADP
cet-695	18	36	the	the	DET
cet-695	18	37	hospitals	hospital	NOUN
cet-695	18	38	(	(	PUNCT
cet-695	18	39	sahamir	sahamir	VERB
cet-695	18	40	et	et	PROPN
cet-695	18	41	al	al	PROPN
cet-695	18	42	.	.	PROPN
cet-695	18	43	,	,	PUNCT
cet-695	18	44	2017	2017	NUM
cet-695	18	45	)	)	PUNCT
cet-695	18	46	.	.	PUNCT
cet-695	19	1	the	the	DET
cet-695	19	2	study	study	NOUN
cet-695	19	3	concentrated	concentrate	VERB
cet-695	19	4	on	on	ADP
cet-695	19	5	factor	factor	NOUN
cet-695	19	6	impacts	impact	NOUN
cet-695	19	7	and	and	CCONJ
cet-695	19	8	target	target	NOUN
cet-695	19	9	setting	setting	NOUN
cet-695	19	10	of	of	ADP
cet-695	19	11	energy	energy	NOUN
cet-695	19	12	consumption	consumption	NOUN
cet-695	19	13	in	in	ADP
cet-695	19	14	thailand	thailand	PROPN
cet-695	19	15	’s	’s	PART
cet-695	19	16	hospital	hospital	PROPN
cet-695	19	17	building	building	NOUN
cet-695	19	18	.	.	PUNCT
cet-695	20	1	linear	linear	ADJ
cet-695	20	2	regression	regression	NOUN
cet-695	20	3	was	be	AUX
cet-695	20	4	used	use	VERB
cet-695	20	5	to	to	PART
cet-695	20	6	analyze	analyze	VERB
cet-695	20	7	the	the	DET
cet-695	20	8	electrical	electrical	ADJ
cet-695	20	9	energy	energy	NOUN
cet-695	20	10	use	use	NOUN
cet-695	20	11	and	and	CCONJ
cet-695	20	12	its	its	PRON
cet-695	20	13	related	related	ADJ
cet-695	20	14	factors	factor	NOUN
cet-695	20	15	that	that	PRON
cet-695	20	16	might	might	AUX
cet-695	20	17	significantly	significantly	ADV
cet-695	20	18	affect	affect	VERB
cet-695	20	19	the	the	DET
cet-695	20	20	energy	energy	NOUN
cet-695	20	21	consumption	consumption	NOUN
cet-695	20	22	.	.	PUNCT
cet-695	21	1	the	the	DET
cet-695	21	2	results	result	NOUN
cet-695	21	3	from	from	ADP
cet-695	21	4	the	the	DET
cet-695	21	5	finding	finding	NOUN
cet-695	21	6	provided	provide	VERB
cet-695	21	7	the	the	DET
cet-695	21	8	baseline	baseline	NOUN
cet-695	21	9	for	for	ADP
cet-695	21	10	the	the	DET
cet-695	21	11	efficient	efficient	ADJ
cet-695	21	12	energy	energy	NOUN
cet-695	21	13	use	use	NOUN
cet-695	21	14	in	in	ADP
cet-695	21	15	hospital	hospital	NOUN
cet-695	21	16	buildings	building	NOUN
cet-695	21	17	in	in	ADP
cet-695	21	18	thailand	thailand	PROPN
cet-695	21	19	in	in	ADP
cet-695	21	20	the	the	DET
cet-695	21	21	future	future	NOUN
cet-695	21	22	(	(	PUNCT
cet-695	21	23	thinate	thinate	VERB
cet-695	21	24	et	et	PROPN
cet-695	21	25	al	al	PROPN
cet-695	21	26	.	.	PROPN
cet-695	21	27	,	,	PUNCT
cet-695	21	28	2017	2017	NUM
cet-695	21	29	)	)	PUNCT
cet-695	21	30	.	.	PUNCT
cet-695	22	1	2	2	X
cet-695	22	2	.	.	X
cet-695	22	3	background	background	NOUN
cet-695	22	4	electrical	electrical	ADJ
cet-695	22	5	energy	energy	NOUN
cet-695	22	6	is	be	AUX
cet-695	22	7	a	a	DET
cet-695	22	8	primary	primary	ADJ
cet-695	22	9	source	source	NOUN
cet-695	22	10	of	of	ADP
cet-695	22	11	energy	energy	NOUN
cet-695	22	12	used	use	VERB
cet-695	22	13	in	in	ADP
cet-695	22	14	the	the	DET
cet-695	22	15	hospitals	hospital	NOUN
cet-695	22	16	.	.	PUNCT
cet-695	23	1	air	air	NOUN
cet-695	23	2	conditioning	conditioning	NOUN
cet-695	23	3	and	and	CCONJ
cet-695	23	4	lighting	lighting	NOUN
cet-695	23	5	systems	system	NOUN
cet-695	23	6	takes	take	VERB
cet-695	23	7	the	the	DET
cet-695	23	8	major	major	ADJ
cet-695	23	9	portion	portion	NOUN
cet-695	23	10	of	of	ADP
cet-695	23	11	the	the	DET
cet-695	23	12	electricity	electricity	NOUN
cet-695	23	13	use	use	NOUN
cet-695	23	14	in	in	ADP
cet-695	23	15	hospitals	hospital	NOUN
cet-695	23	16	and	and	CCONJ
cet-695	23	17	most	most	ADJ
cet-695	23	18	office	office	NOUN
cet-695	23	19	buildings	building	NOUN
cet-695	23	20	.	.	PUNCT
cet-695	24	1	their	their	PRON
cet-695	24	2	high	high	ADJ
cet-695	24	3	energy	energy	NOUN
cet-695	24	4	consumption	consumption	NOUN
cet-695	24	5	is	be	AUX
cet-695	24	6	largely	largely	ADV
cet-695	24	7	due	due	ADJ
cet-695	24	8	to	to	ADP
cet-695	24	9	the	the	DET
cet-695	24	10	use	use	NOUN
cet-695	24	11	of	of	ADP
cet-695	24	12	very	very	ADJ
cet-695	24	13	energy	energy	NOUN
cet-695	24	14	-	-	PUNCT
cet-695	24	15	intensive	intensive	ADJ
cet-695	24	16	equipment	equipment	NOUN
cet-695	24	17	such	such	ADJ
cet-695	24	18	as	as	ADP
cet-695	24	19	air	air	NOUN
cet-695	24	20	-	-	PUNCT
cet-695	24	21	conditioning	conditioning	NOUN
cet-695	24	22	,	,	PUNCT
cet-695	24	23	refrigerators	refrigerator	NOUN
cet-695	24	24	and	and	CCONJ
cet-695	24	25	specialized	specialized	ADJ
cet-695	24	26	medical	medical	ADJ
cet-695	24	27	equipment	equipment	NOUN
cet-695	24	28	,	,	PUNCT
cet-695	24	29	as	as	ADV
cet-695	24	30	well	well	ADV
cet-695	24	31	as	as	ADP
cet-695	24	32	extended	extended	ADJ
cet-695	24	33	operating	operate	VERB
cet-695	24	34	24	24	NUM
cet-695	24	35	h.	h.	NOUN
cet-695	24	36	the	the	DET
cet-695	24	37	study	study	NOUN
cet-695	24	38	focuses	focus	VERB
cet-695	24	39	on	on	ADP
cet-695	24	40	14	14	NUM
cet-695	24	41	hospitals	hospital	NOUN
cet-695	24	42	in	in	ADP
cet-695	24	43	thailand	thailand	PROPN
cet-695	24	44	with	with	ADP
cet-695	24	45	the	the	DET
cet-695	24	46	doi	doi	NOUN
cet-695	24	47	:	:	PUNCT
cet-695	24	48	10.3303	10.3303	NUM
cet-695	24	49	/	/	SYM
cet-695	24	50	cet1870265	cet1870265	NOUN
cet-695	24	51	please	please	INTJ
cet-695	24	52	cite	cite	VERB
cet-695	24	53	this	this	DET
cet-695	24	54	article	article	NOUN
cet-695	24	55	as	as	ADP
cet-695	24	56	:	:	PUNCT
cet-695	24	57	damrongsak	damrongsak	PROPN
cet-695	24	58	d.	d.	PROPN
cet-695	24	59	,	,	PUNCT
cet-695	24	60	wongsapai	wongsapai	PROPN
cet-695	24	61	w.	w.	PROPN
cet-695	24	62	,	,	PUNCT
cet-695	24	63	thinate	thinate	VERB
cet-695	24	64	n.	n.	NOUN
cet-695	24	65	,	,	PUNCT
cet-695	24	66	2018	2018	NUM
cet-695	24	67	,	,	PUNCT
cet-695	24	68	factor	factor	NOUN
cet-695	24	69	impacts	impact	NOUN
cet-695	24	70	and	and	CCONJ
cet-695	24	71	target	target	NOUN
cet-695	24	72	setting	setting	NOUN
cet-695	24	73	of	of	ADP
cet-695	24	74	energy	energy	NOUN
cet-695	24	75	consumption	consumption	NOUN
cet-695	24	76	in	in	ADP
cet-695	24	77	thailand	thailand	PROPN
cet-695	24	78	’s	’s	PART
cet-695	24	79	hospital	hospital	PROPN
cet-695	24	80	building	building	NOUN
cet-695	24	81	,	,	PUNCT
cet-695	24	82	chemical	chemical	NOUN
cet-695	24	83	engineering	engineering	NOUN
cet-695	24	84	transactions	transaction	NOUN
cet-695	24	85	,	,	PUNCT
cet-695	24	86	70	70	NUM
cet-695	24	87	,	,	PUNCT
cet-695	24	88	1585	1585	NUM
cet-695	24	89	-	-	SYM
cet-695	24	90	1590	1590	NUM
cet-695	24	91	doi:10.3303	doi:10.3303	NOUN
cet-695	24	92	/	/	SYM
cet-695	24	93	cet1870265	cet1870265	NOUN
cet-695	24	94	1585	1585	NUM
cet-695	24	95	total	total	ADJ
cet-695	24	96	electrical	electrical	ADJ
cet-695	24	97	energy	energy	NOUN
cet-695	24	98	consumption	consumption	NOUN
cet-695	24	99	of	of	ADP
cet-695	24	100	349.34	349.34	NUM
cet-695	24	101	tj	tj	NOUN
cet-695	24	102	.	.	PROPN
cet-695	24	103	figure	figure	NOUN
cet-695	24	104	1	1	NUM
cet-695	24	105	shows	show	VERB
cet-695	24	106	the	the	DET
cet-695	24	107	portion	portion	NOUN
cet-695	24	108	of	of	ADP
cet-695	24	109	the	the	DET
cet-695	24	110	energy	energy	NOUN
cet-695	24	111	consumption	consumption	NOUN
cet-695	24	112	by	by	ADP
cet-695	24	113	engineering	engineering	NOUN
cet-695	24	114	system	system	NOUN
cet-695	24	115	.	.	PUNCT
cet-695	25	1	air	air	NOUN
cet-695	25	2	-	-	PUNCT
cet-695	25	3	conditioning	conditioning	NOUN
cet-695	25	4	system	system	NOUN
cet-695	25	5	,	,	PUNCT
cet-695	25	6	lighting	lighting	NOUN
cet-695	25	7	system	system	NOUN
cet-695	25	8	and	and	CCONJ
cet-695	25	9	other	other	ADJ
cet-695	25	10	system	system	NOUN
cet-695	25	11	are	be	AUX
cet-695	25	12	accounts	account	NOUN
cet-695	25	13	for	for	ADP
cet-695	25	14	63	63	NUM
cet-695	25	15	%	%	NOUN
cet-695	25	16	,	,	PUNCT
cet-695	25	17	15	15	NUM
cet-695	25	18	%	%	NOUN
cet-695	25	19	and	and	CCONJ
cet-695	25	20	22	22	NUM
cet-695	25	21	%	%	NOUN
cet-695	25	22	of	of	ADP
cet-695	25	23	the	the	DET
cet-695	25	24	total	total	ADJ
cet-695	25	25	electrical	electrical	ADJ
cet-695	25	26	energy	energy	NOUN
cet-695	25	27	consumption	consumption	NOUN
cet-695	25	28	(	(	PUNCT
cet-695	25	29	department	department	NOUN
cet-695	25	30	of	of	ADP
cet-695	25	31	alternative	alternative	ADJ
cet-695	25	32	energy	energy	NOUN
cet-695	25	33	development	development	NOUN
cet-695	25	34	and	and	CCONJ
cet-695	25	35	efficiency	efficiency	NOUN
cet-695	25	36	,	,	PUNCT
cet-695	25	37	2016	2016	NUM
cet-695	25	38	)	)	PUNCT
cet-695	25	39	.	.	PUNCT
cet-695	26	1	figure	figure	VERB
cet-695	26	2	1	1	NUM
cet-695	26	3	:	:	PUNCT
cet-695	26	4	portion	portion	NOUN
cet-695	26	5	of	of	ADP
cet-695	26	6	the	the	DET
cet-695	26	7	energy	energy	NOUN
cet-695	26	8	consumption	consumption	NOUN
cet-695	26	9	by	by	ADP
cet-695	26	10	engineering	engineering	NOUN
cet-695	26	11	system	system	NOUN
cet-695	26	12	.	.	PUNCT
cet-695	27	1	3	3	X
cet-695	27	2	.	.	X
cet-695	27	3	methodology	methodology	NOUN
cet-695	27	4	3.1	3.1	NUM
cet-695	27	5	multi	multi	NOUN
cet-695	27	6	regression	regression	NOUN
cet-695	27	7	analysis	analysis	NOUN
cet-695	27	8	mathematical	mathematical	ADJ
cet-695	27	9	regression	regression	NOUN
cet-695	27	10	analysis	analysis	NOUN
cet-695	27	11	is	be	AUX
cet-695	27	12	normally	normally	ADV
cet-695	27	13	used	use	VERB
cet-695	27	14	method	method	NOUN
cet-695	27	15	for	for	ADP
cet-695	27	16	analysis	analysis	NOUN
cet-695	27	17	of	of	ADP
cet-695	27	18	relationships	relationship	NOUN
cet-695	27	19	between	between	ADP
cet-695	27	20	multiple	multiple	ADJ
cet-695	27	21	variables	variable	NOUN
cet-695	27	22	.	.	PUNCT
cet-695	28	1	by	by	ADP
cet-695	28	2	identifying	identify	VERB
cet-695	28	3	reasonable	reasonable	ADJ
cet-695	28	4	dependent	dependent	ADJ
cet-695	28	5	relations	relation	NOUN
cet-695	28	6	between	between	ADP
cet-695	28	7	two	two	NUM
cet-695	28	8	or	or	CCONJ
cet-695	28	9	more	more	ADJ
cet-695	28	10	variables	variable	NOUN
cet-695	28	11	,	,	PUNCT
cet-695	28	12	regression	regression	VERB
cet-695	28	13	analysis	analysis	NOUN
cet-695	28	14	helps	help	VERB
cet-695	28	15	in	in	ADP
cet-695	28	16	discovering	discover	VERB
cet-695	28	17	the	the	DET
cet-695	28	18	hidden	hidden	ADJ
cet-695	28	19	rules	rule	NOUN
cet-695	28	20	from	from	ADP
cet-695	28	21	the	the	DET
cet-695	28	22	data	datum	NOUN
cet-695	28	23	(	(	PUNCT
cet-695	28	24	tian	tian	ADJ
cet-695	28	25	,	,	PUNCT
cet-695	28	26	2016	2016	NUM
cet-695	28	27	)	)	PUNCT
cet-695	28	28	.	.	PUNCT
cet-695	29	1	multiple	multiple	ADJ
cet-695	29	2	linear	linear	ADJ
cet-695	29	3	regression	regression	NOUN
cet-695	29	4	analysis	analysis	NOUN
cet-695	29	5	is	be	AUX
cet-695	29	6	an	an	DET
cet-695	29	7	extension	extension	NOUN
cet-695	29	8	of	of	ADP
cet-695	29	9	the	the	DET
cet-695	29	10	simple	simple	ADJ
cet-695	29	11	linear	linear	ADJ
cet-695	29	12	regression	regression	NOUN
cet-695	29	13	analysis	analysis	NOUN
cet-695	29	14	.	.	PUNCT
cet-695	30	1	it	it	PRON
cet-695	30	2	is	be	AUX
cet-695	30	3	used	use	VERB
cet-695	30	4	to	to	PART
cet-695	30	5	evaluate	evaluate	VERB
cet-695	30	6	the	the	DET
cet-695	30	7	relationship	relationship	NOUN
cet-695	30	8	between	between	ADP
cet-695	30	9	two	two	NUM
cet-695	30	10	or	or	CCONJ
cet-695	30	11	more	more	ADV
cet-695	30	12	independent	independent	ADJ
cet-695	30	13	variables	variable	NOUN
cet-695	30	14	and	and	CCONJ
cet-695	30	15	a	a	DET
cet-695	30	16	single	single	ADJ
cet-695	30	17	continuous	continuous	ADJ
cet-695	30	18	dependent	dependent	ADJ
cet-695	30	19	variable	variable	NOUN
cet-695	30	20	.	.	PUNCT
cet-695	31	1	the	the	DET
cet-695	31	2	multiple	multiple	ADJ
cet-695	31	3	linear	linear	ADJ
cet-695	31	4	regression	regression	NOUN
cet-695	31	5	equation	equation	NOUN
cet-695	31	6	is	be	AUX
cet-695	31	7	as	as	SCONJ
cet-695	31	8	follows	follow	VERB
cet-695	31	9	:	:	PUNCT
cet-695	31	10	y	y	PROPN
cet-695	31	11	=	=	PUNCT
cet-695	31	12	b0	b0	PROPN
cet-695	31	13	+	+	CCONJ
cet-695	31	14	b1(x1	b1(x1	NOUN
cet-695	31	15	)	)	PUNCT
cet-695	31	16	+	+	NUM
cet-695	31	17	b2(x2	b2(x2	NOUN
cet-695	31	18	)	)	PUNCT
cet-695	32	1	+	+	CCONJ
cet-695	32	2	b3(x3	b3(x3	NOUN
cet-695	32	3	)	)	PUNCT
cet-695	33	1	+	+	NOUN
cet-695	33	2	…	…	PUNCT
cet-695	33	3	+	+	X
cet-695	33	4	bn(xn	bn(xn	X
cet-695	33	5	)	)	PUNCT
cet-695	34	1	+	+	CCONJ
cet-695	34	2			NOUN
cet-695	34	3	(	(	PUNCT
cet-695	34	4	1	1	NUM
cet-695	34	5	)	)	PUNCT
cet-695	34	6	where	where	SCONJ
cet-695	34	7	y	y	PROPN
cet-695	34	8	is	be	AUX
cet-695	34	9	the	the	DET
cet-695	34	10	predicted	predict	VERB
cet-695	34	11	or	or	CCONJ
cet-695	34	12	expected	expect	VERB
cet-695	34	13	value	value	NOUN
cet-695	34	14	of	of	ADP
cet-695	34	15	the	the	DET
cet-695	34	16	dependent	dependent	ADJ
cet-695	34	17	variable	variable	NOUN
cet-695	34	18	,	,	PUNCT
cet-695	34	19	x1	x1	PROPN
cet-695	34	20	through	through	ADP
cet-695	34	21	xn	xn	PROPN
cet-695	34	22	are	be	AUX
cet-695	34	23	n	n	X
cet-695	34	24	distinct	distinct	ADJ
cet-695	34	25	independent	independent	ADJ
cet-695	34	26	or	or	CCONJ
cet-695	34	27	predictor	predictor	NOUN
cet-695	34	28	variables	variable	NOUN
cet-695	34	29	,	,	PUNCT
cet-695	34	30	b0	b0	NOUN
cet-695	34	31	is	be	AUX
cet-695	34	32	the	the	DET
cet-695	34	33	value	value	NOUN
cet-695	34	34	of	of	ADP
cet-695	34	35	y	y	PRON
cet-695	34	36	when	when	SCONJ
cet-695	34	37	all	all	PRON
cet-695	34	38	of	of	ADP
cet-695	34	39	the	the	DET
cet-695	34	40	independent	independent	ADJ
cet-695	34	41	variables	variable	NOUN
cet-695	34	42	(	(	PUNCT
cet-695	34	43	x1	x1	PROPN
cet-695	34	44	through	through	ADP
cet-695	34	45	xn	xn	PROPN
cet-695	34	46	)	)	PUNCT
cet-695	34	47	are	be	AUX
cet-695	34	48	equal	equal	ADJ
cet-695	34	49	to	to	ADP
cet-695	34	50	zero	zero	NUM
cet-695	34	51	,	,	PUNCT
cet-695	34	52	and	and	CCONJ
cet-695	34	53	b1	b1	VERB
cet-695	34	54	through	through	ADP
cet-695	34	55	bn	bn	NUM
cet-695	34	56	are	be	AUX
cet-695	34	57	the	the	DET
cet-695	34	58	estimated	estimate	VERB
cet-695	34	59	regression	regression	NOUN
cet-695	34	60	coefficients	coefficient	NOUN
cet-695	34	61	(	(	PUNCT
cet-695	34	62	yang	yang	PROPN
cet-695	34	63	et	et	PROPN
cet-695	34	64	al	al	PROPN
cet-695	34	65	.	.	PROPN
cet-695	34	66	,	,	PUNCT
cet-695	34	67	2017	2017	NUM
cet-695	34	68	)	)	PUNCT
cet-695	34	69	.	.	PUNCT
cet-695	35	1	the	the	DET
cet-695	35	2	residual	residual	ADJ
cet-695	35	3			NOUN
cet-695	35	4	is	be	AUX
cet-695	35	5	used	use	VERB
cet-695	35	6	to	to	PART
cet-695	35	7	test	test	VERB
cet-695	35	8	the	the	DET
cet-695	35	9	overall	overall	ADJ
cet-695	35	10	significance	significance	NOUN
cet-695	35	11	(	(	PUNCT
cet-695	35	12	f	f	X
cet-695	35	13	-	-	PUNCT
cet-695	35	14	test	test	NOUN
cet-695	35	15	)	)	PUNCT
cet-695	35	16	of	of	ADP
cet-695	35	17	the	the	DET
cet-695	35	18	equation	equation	NOUN
cet-695	35	19	.	.	PUNCT
cet-695	36	1	another	another	DET
cet-695	36	2	important	important	ADJ
cet-695	36	3	indicator	indicator	NOUN
cet-695	36	4	is	be	AUX
cet-695	36	5	the	the	DET
cet-695	36	6	coefficient	coefficient	NOUN
cet-695	36	7	of	of	ADP
cet-695	36	8	determination	determination	NOUN
cet-695	36	9	,	,	PUNCT
cet-695	36	10	2r	2r	NUM
cet-695	36	11	,	,	PUNCT
cet-695	36	12	which	which	PRON
cet-695	36	13	not	not	PART
cet-695	36	14	only	only	ADV
cet-695	36	15	indicates	indicate	VERB
cet-695	36	16	the	the	DET
cet-695	36	17	goodness	goodness	NOUN
cet-695	36	18	of	of	ADP
cet-695	36	19	fit	fit	NOUN
cet-695	36	20	,	,	PUNCT
cet-695	36	21	but	but	CCONJ
cet-695	36	22	also	also	ADV
cet-695	36	23	can	can	AUX
cet-695	36	24	be	be	AUX
cet-695	36	25	interpreted	interpret	VERB
cet-695	36	26	as	as	ADP
cet-695	36	27	the	the	DET
cet-695	36	28	amount	amount	NOUN
cet-695	36	29	of	of	ADP
cet-695	36	30	variations	variation	NOUN
cet-695	36	31	of	of	ADP
cet-695	36	32	the	the	DET
cet-695	36	33	dependent	dependent	ADJ
cet-695	36	34	variables	variable	NOUN
cet-695	36	35	explained	explain	VERB
cet-695	36	36	by	by	ADP
cet-695	36	37	the	the	DET
cet-695	36	38	regression	regression	NOUN
cet-695	36	39	equation	equation	NOUN
cet-695	36	40	(	(	PUNCT
cet-695	36	41	montgomery	montgomery	NOUN
cet-695	36	42	,	,	PUNCT
cet-695	36	43	2006	2006	NUM
cet-695	36	44	)	)	PUNCT
cet-695	36	45	.	.	PUNCT
cet-695	37	1	3.2	3.2	NUM
cet-695	37	2	energy	energy	NOUN
cet-695	37	3	baseline	baseline	NOUN
cet-695	37	4	one	one	NUM
cet-695	37	5	approach	approach	NOUN
cet-695	37	6	to	to	PART
cet-695	37	7	obtain	obtain	VERB
cet-695	37	8	the	the	DET
cet-695	37	9	energy	energy	NOUN
cet-695	37	10	baseline	baseline	NOUN
cet-695	37	11	is	be	AUX
cet-695	37	12	to	to	PART
cet-695	37	13	derive	derive	VERB
cet-695	37	14	references	reference	NOUN
cet-695	37	15	or	or	CCONJ
cet-695	37	16	targets	target	NOUN
cet-695	37	17	through	through	ADP
cet-695	37	18	benchmarking	benchmarking	NOUN
cet-695	37	19	which	which	PRON
cet-695	37	20	is	be	AUX
cet-695	37	21	a	a	DET
cet-695	37	22	well	well	ADV
cet-695	37	23	-	-	PUNCT
cet-695	37	24	established	establish	VERB
cet-695	37	25	management	management	NOUN
cet-695	37	26	tool	tool	NOUN
cet-695	37	27	(	(	PUNCT
cet-695	37	28	moriarty	moriarty	NOUN
cet-695	37	29	,	,	PUNCT
cet-695	37	30	2011	2011	NUM
cet-695	37	31	)	)	PUNCT
cet-695	37	32	.	.	PUNCT
cet-695	38	1	it	it	PRON
cet-695	38	2	is	be	AUX
cet-695	38	3	applied	apply	VERB
cet-695	38	4	for	for	ADP
cet-695	38	5	the	the	DET
cet-695	38	6	selection	selection	NOUN
cet-695	38	7	of	of	ADP
cet-695	38	8	the	the	DET
cet-695	38	9	most	most	ADV
cet-695	38	10	appropriate	appropriate	ADJ
cet-695	38	11	pathway	pathway	NOUN
cet-695	38	12	.	.	PUNCT
cet-695	39	1	the	the	DET
cet-695	39	2	selected	select	VERB
cet-695	39	3	pathway	pathway	NOUN
cet-695	39	4	will	will	AUX
cet-695	39	5	be	be	AUX
cet-695	39	6	employed	employ	VERB
cet-695	39	7	to	to	PART
cet-695	39	8	create	create	VERB
cet-695	39	9	a	a	DET
cet-695	39	10	baseline	baseline	NOUN
cet-695	39	11	sitting	sitting	NOUN
cet-695	39	12	which	which	PRON
cet-695	39	13	is	be	AUX
cet-695	39	14	suitable	suitable	ADJ
cet-695	39	15	for	for	ADP
cet-695	39	16	building	build	VERB
cet-695	39	17	control	control	NOUN
cet-695	39	18	.	.	PUNCT
cet-695	40	1	to	to	PART
cet-695	40	2	make	make	VERB
cet-695	40	3	baseline	baseline	NOUN
cet-695	40	4	sitting	sit	VERB
cet-695	40	5	,	,	PUNCT
cet-695	40	6	it	it	PRON
cet-695	40	7	requires	require	VERB
cet-695	40	8	considering	consider	VERB
cet-695	40	9	the	the	DET
cet-695	40	10	difference	difference	NOUN
cet-695	40	11	of	of	ADP
cet-695	40	12	variations	variation	NOUN
cet-695	40	13	in	in	ADP
cet-695	40	14	energy	energy	NOUN
cet-695	40	15	consumption	consumption	NOUN
cet-695	40	16	and	and	CCONJ
cet-695	40	17	factors	factor	NOUN
cet-695	40	18	affecting	affect	VERB
cet-695	40	19	the	the	DET
cet-695	40	20	energy	energy	NOUN
cet-695	40	21	use	use	NOUN
cet-695	40	22	,	,	PUNCT
cet-695	40	23	capacity	capacity	NOUN
cet-695	40	24	in	in	ADP
cet-695	40	25	monitoring	monitoring	NOUN
cet-695	40	26	and	and	CCONJ
cet-695	40	27	report	report	NOUN
cet-695	40	28	of	of	ADP
cet-695	40	29	building	build	VERB
cet-695	40	30	control	control	NOUN
cet-695	40	31	(	(	PUNCT
cet-695	40	32	thinate	thinate	VERB
cet-695	40	33	et	et	PROPN
cet-695	40	34	al	al	PROPN
cet-695	40	35	.	.	PROPN
cet-695	40	36	,	,	PUNCT
cet-695	40	37	2017	2017	NUM
cet-695	40	38	)	)	PUNCT
cet-695	40	39	.	.	PUNCT
cet-695	41	1	3.3	3.3	NUM
cet-695	41	2	target	target	NOUN
cet-695	41	3	setting	set	VERB
cet-695	41	4	the	the	DET
cet-695	41	5	energy	energy	NOUN
cet-695	41	6	target	target	NOUN
cet-695	41	7	-	-	PUNCT
cet-695	41	8	setting	set	VERB
cet-695	41	9	tool	tool	NOUN
cet-695	41	10	is	be	AUX
cet-695	41	11	designed	design	VERB
cet-695	41	12	to	to	PART
cet-695	41	13	help	help	VERB
cet-695	41	14	in	in	ADP
cet-695	41	15	calculating	calculate	VERB
cet-695	41	16	incremental	incremental	ADJ
cet-695	41	17	reduction	reduction	NOUN
cet-695	41	18	targets	target	NOUN
cet-695	41	19	,	,	PUNCT
cet-695	41	20	based	base	VERB
cet-695	41	21	on	on	ADP
cet-695	41	22	the	the	DET
cet-695	41	23	assumption	assumption	NOUN
cet-695	41	24	of	of	ADP
cet-695	41	25	a	a	DET
cet-695	41	26	linear	linear	ADJ
cet-695	41	27	reduction	reduction	NOUN
cet-695	41	28	trend	trend	NOUN
cet-695	41	29	.	.	PUNCT
cet-695	42	1	however	however	ADV
cet-695	42	2	,	,	PUNCT
cet-695	42	3	because	because	SCONJ
cet-695	42	4	reduction	reduction	NOUN
cet-695	42	5	paths	path	NOUN
cet-695	42	6	are	be	AUX
cet-695	42	7	not	not	PART
cet-695	42	8	always	always	ADV
cet-695	42	9	linear	linear	ADJ
cet-695	42	10	,	,	PUNCT
cet-695	42	11	the	the	DET
cet-695	42	12	incremental	incremental	ADJ
cet-695	42	13	targets	target	NOUN
cet-695	42	14	are	be	AUX
cet-695	42	15	intended	intend	VERB
cet-695	42	16	to	to	PART
cet-695	42	17	generally	generally	ADV
cet-695	42	18	serve	serve	VERB
cet-695	42	19	as	as	ADP
cet-695	42	20	a	a	DET
cet-695	42	21	guide	guide	NOUN
cet-695	42	22	.	.	PUNCT
cet-695	43	1	it	it	PRON
cet-695	43	2	is	be	AUX
cet-695	43	3	essential	essential	ADJ
cet-695	43	4	to	to	PART
cet-695	43	5	use	use	VERB
cet-695	43	6	this	this	DET
cet-695	43	7	tool	tool	NOUN
cet-695	43	8	as	as	ADP
cet-695	43	9	a	a	DET
cet-695	43	10	quick	quick	ADJ
cet-695	43	11	reference	reference	NOUN
cet-695	43	12	for	for	ADP
cet-695	43	13	incremental	incremental	ADJ
cet-695	43	14	reduction	reduction	NOUN
cet-695	43	15	targets	target	NOUN
cet-695	43	16	that	that	PRON
cet-695	43	17	are	be	AUX
cet-695	43	18	necessary	necessary	ADJ
cet-695	43	19	to	to	PART
cet-695	43	20	progress	progress	VERB
cet-695	43	21	toward	toward	ADP
cet-695	43	22	the	the	DET
cet-695	43	23	long	long	ADJ
cet-695	43	24	-	-	PUNCT
cet-695	43	25	term	term	NOUN
cet-695	43	26	goal	goal	NOUN
cet-695	43	27	(	(	PUNCT
cet-695	43	28	wang	wang	PROPN
cet-695	43	29	et	et	PROPN
cet-695	43	30	al	al	PROPN
cet-695	43	31	.	.	PROPN
cet-695	43	32	,	,	PUNCT
cet-695	43	33	2010	2010	NUM
cet-695	43	34	)	)	PUNCT
cet-695	43	35	.	.	PUNCT
cet-695	44	1	4	4	X
cet-695	44	2	.	.	NOUN
cet-695	44	3	results	result	NOUN
cet-695	44	4	and	and	CCONJ
cet-695	44	5	discussion	discussion	NOUN
cet-695	44	6	the	the	DET
cet-695	44	7	regression	regression	NOUN
cet-695	44	8	model	model	NOUN
cet-695	44	9	was	be	AUX
cet-695	44	10	developed	develop	VERB
cet-695	44	11	from	from	ADP
cet-695	44	12	the	the	DET
cet-695	44	13	involved	involved	ADJ
cet-695	44	14	energy	energy	NOUN
cet-695	44	15	variables	variable	NOUN
cet-695	44	16	from	from	ADP
cet-695	44	17	14	14	NUM
cet-695	44	18	hospitals	hospital	NOUN
cet-695	44	19	from	from	ADP
cet-695	44	20	small	small	ADJ
cet-695	44	21	to	to	ADP
cet-695	44	22	large	large	ADJ
cet-695	44	23	hospitals	hospital	NOUN
cet-695	44	24	.	.	PUNCT
cet-695	45	1	thus	thus	ADV
cet-695	45	2	,	,	PUNCT
cet-695	45	3	this	this	DET
cet-695	45	4	model	model	NOUN
cet-695	45	5	was	be	AUX
cet-695	45	6	served	serve	VERB
cet-695	45	7	as	as	ADP
cet-695	45	8	a	a	DET
cet-695	45	9	baseline	baseline	NOUN
cet-695	45	10	sitting	sitting	NOUN
cet-695	45	11	used	use	VERB
cet-695	45	12	to	to	PART
cet-695	45	13	forecast	forecast	VERB
cet-695	45	14	the	the	DET
cet-695	45	15	energy	energy	NOUN
cet-695	45	16	use	use	NOUN
cet-695	45	17	in	in	ADP
cet-695	45	18	hospital	hospital	NOUN
cet-695	45	19	buildings	building	NOUN
cet-695	45	20	in	in	ADP
cet-695	45	21	the	the	DET
cet-695	45	22	future	future	NOUN
cet-695	45	23	.	.	PUNCT
cet-695	46	1	this	this	DET
cet-695	46	2	section	section	NOUN
cet-695	46	3	shows	show	VERB
cet-695	46	4	the	the	DET
cet-695	46	5	quantity	quantity	NOUN
cet-695	46	6	of	of	ADP
cet-695	46	7	the	the	DET
cet-695	46	8	real	real	ADJ
cet-695	46	9	energy	energy	NOUN
cet-695	46	10	use	use	NOUN
cet-695	46	11	along	along	ADP
cet-695	46	12	with	with	ADP
cet-695	46	13	the	the	DET
cet-695	46	14	quantity	quantity	NOUN
cet-695	46	15	of	of	ADP
cet-695	46	16	the	the	DET
cet-695	46	17	expected	expect	VERB
cet-695	46	18	energy	energy	NOUN
cet-695	46	19	use	use	NOUN
cet-695	46	20	obtained	obtain	VERB
cet-695	46	21	from	from	ADP
cet-695	46	22	the	the	DET
cet-695	46	23	regression	regression	NOUN
cet-695	46	24	model	model	NOUN
cet-695	46	25	.	.	PUNCT
cet-695	47	1	all	all	DET
cet-695	47	2	variables	variable	NOUN
cet-695	47	3	used	use	VERB
cet-695	47	4	for	for	ADP
cet-695	47	5	constructing	construct	VERB
cet-695	47	6	the	the	DET
cet-695	47	7	regression	regression	NOUN
cet-695	47	8	model	model	NOUN
cet-695	47	9	are	be	AUX
cet-695	47	10	1586	1586	NUM
cet-695	47	11	illustrated	illustrate	VERB
cet-695	47	12	in	in	ADP
cet-695	47	13	table	table	NOUN
cet-695	47	14	1	1	NUM
cet-695	47	15	.	.	PUNCT
cet-695	47	16	figure	figure	NOUN
cet-695	47	17	2	2	NUM
cet-695	47	18	shows	show	VERB
cet-695	47	19	relationships	relationship	NOUN
cet-695	47	20	between	between	ADP
cet-695	47	21	electrical	electrical	ADJ
cet-695	47	22	energy	energy	NOUN
cet-695	47	23	consumption	consumption	NOUN
cet-695	47	24	and	and	CCONJ
cet-695	47	25	its	its	PRON
cet-695	47	26	related	related	ADJ
cet-695	47	27	variables	variable	NOUN
cet-695	47	28	.	.	PUNCT
cet-695	48	1	table	table	NOUN
cet-695	48	2	1	1	NUM
cet-695	48	3	:	:	PUNCT
cet-695	48	4	dependent	dependent	ADJ
cet-695	48	5	variables	variable	NOUN
cet-695	48	6	(	(	PUNCT
cet-695	48	7	y	y	NOUN
cet-695	48	8	)	)	PUNCT
cet-695	48	9	and	and	CCONJ
cet-695	48	10	explanatory	explanatory	ADJ
cet-695	48	11	/	/	SYM
cet-695	48	12	independent	independent	ADJ
cet-695	48	13	variables	variable	NOUN
cet-695	48	14	(	(	PUNCT
cet-695	48	15	x	x	NOUN
cet-695	48	16	)	)	PUNCT
cet-695	48	17	variable	variable	ADJ
cet-695	48	18	description	description	NOUN
cet-695	48	19	unit	unit	NOUN
cet-695	48	20	y	y	PROPN
cet-695	48	21	x1	x1	PROPN
cet-695	49	1	x2	x2	PROPN
cet-695	49	2	x3	x3	PROPN
cet-695	49	3	x4	x4	PROPN
cet-695	49	4	x5	x5	PROPN
cet-695	49	5	x6	x6	PROPN
cet-695	49	6	x7	x7	NOUN
cet-695	49	7	x8	x8	NOUN
cet-695	49	8	electrical	electrical	ADJ
cet-695	49	9	energy	energy	NOUN
cet-695	49	10	consumption	consumption	NOUN
cet-695	49	11	out	out	ADP
cet-695	49	12	patient	patient	NOUN
cet-695	49	13	department	department	NOUN
cet-695	49	14	(	(	PUNCT
cet-695	49	15	opd	opd	PROPN
cet-695	49	16	)	)	PUNCT
cet-695	49	17	patient	patient	ADJ
cet-695	49	18	person	person	NOUN
cet-695	49	19	in	in	ADP
cet-695	49	20	patient	patient	ADJ
cet-695	49	21	department	department	PROPN
cet-695	49	22	(	(	PUNCT
cet-695	49	23	ipd	ipd	PROPN
cet-695	49	24	)	)	PUNCT
cet-695	49	25	service	service	NOUN
cet-695	49	26	unit	unit	NOUN
cet-695	49	27	number	number	NOUN
cet-695	49	28	of	of	ADP
cet-695	49	29	staff	staff	NOUN
cet-695	49	30	member	member	NOUN
cet-695	49	31	air	air	NOUN
cet-695	49	32	-	-	PUNCT
cet-695	49	33	conditioning	conditioning	NOUN
cet-695	49	34	area	area	NOUN
cet-695	49	35	non	non	ADJ
cet-695	49	36	-	-	ADJ
cet-695	49	37	air	air	NOUN
cet-695	49	38	-	-	PUNCT
cet-695	49	39	conditioning	conditioning	NOUN
cet-695	49	40	area	area	NOUN
cet-695	49	41	parking	parking	NOUN
cet-695	49	42	spaces	space	NOUN
cet-695	49	43	in	in	ADP
cet-695	49	44	the	the	DET
cet-695	49	45	buildings	building	NOUN
cet-695	49	46	ambient	ambient	ADJ
cet-695	49	47	temperature	temperature	NOUN
cet-695	49	48	average	average	ADJ
cet-695	49	49	relative	relative	ADJ
cet-695	49	50	humidity	humidity	NOUN
cet-695	49	51	kwh	kwh	PROPN
cet-695	49	52	person	person	NOUN
cet-695	49	53	bed	bed	NOUN
cet-695	49	54	-	-	PUNCT
cet-695	49	55	day	day	NOUN
cet-695	49	56	person	person	NOUN
cet-695	49	57	m2	m2	PROPN
cet-695	49	58	m2	m2	PROPN
cet-695	49	59	m2	m2	PROPN
cet-695	49	60	oc	oc	X
cet-695	49	61	%	%	NOUN
cet-695	49	62	all	all	DET
cet-695	49	63	variables	variable	NOUN
cet-695	49	64	shown	show	VERB
cet-695	49	65	in	in	ADP
cet-695	49	66	table	table	NOUN
cet-695	49	67	1	1	NUM
cet-695	49	68	were	be	AUX
cet-695	49	69	collected	collect	VERB
cet-695	49	70	from	from	ADP
cet-695	49	71	real	real	ADJ
cet-695	49	72	data	datum	NOUN
cet-695	49	73	.	.	PUNCT
cet-695	50	1	out	out	ADP
cet-695	50	2	patient	patient	ADJ
cet-695	50	3	department	department	NOUN
cet-695	50	4	(	(	PUNCT
cet-695	50	5	opd	opd	PROPN
cet-695	50	6	)	)	PUNCT
cet-695	50	7	patient	patient	ADJ
cet-695	50	8	person	person	NOUN
cet-695	50	9	,	,	PUNCT
cet-695	50	10	in	in	ADP
cet-695	50	11	patient	patient	ADJ
cet-695	50	12	department	department	PROPN
cet-695	50	13	(	(	PUNCT
cet-695	50	14	ipd	ipd	PROPN
cet-695	50	15	)	)	PUNCT
cet-695	50	16	service	service	NOUN
cet-695	50	17	unit	unit	NOUN
cet-695	50	18	,	,	PUNCT
cet-695	50	19	number	number	NOUN
cet-695	50	20	of	of	ADP
cet-695	50	21	staff	staff	NOUN
cet-695	50	22	members	member	NOUN
cet-695	50	23	,	,	PUNCT
cet-695	50	24	air	air	NOUN
cet-695	50	25	-	-	PUNCT
cet-695	50	26	conditioning	conditioning	NOUN
cet-695	50	27	area	area	NOUN
cet-695	50	28	,	,	PUNCT
cet-695	50	29	non	non	ADJ
cet-695	50	30	-	-	ADJ
cet-695	50	31	air	air	NOUN
cet-695	50	32	-	-	PUNCT
cet-695	50	33	conditioning	conditioning	NOUN
cet-695	50	34	area	area	NOUN
cet-695	50	35	,	,	PUNCT
cet-695	50	36	parking	parking	NOUN
cet-695	50	37	spaces	space	NOUN
cet-695	50	38	in	in	ADP
cet-695	50	39	the	the	DET
cet-695	50	40	buildings	building	NOUN
cet-695	50	41	were	be	AUX
cet-695	50	42	collected	collect	VERB
cet-695	50	43	from	from	ADP
cet-695	50	44	surveyed	survey	VERB
cet-695	50	45	data	datum	NOUN
cet-695	50	46	and	and	CCONJ
cet-695	50	47	from	from	ADP
cet-695	50	48	the	the	DET
cet-695	50	49	hospital	hospital	NOUN
cet-695	50	50	annual	annual	ADJ
cet-695	50	51	energy	energy	NOUN
cet-695	50	52	management	management	NOUN
cet-695	50	53	report	report	NOUN
cet-695	50	54	submitted	submit	VERB
cet-695	50	55	to	to	ADP
cet-695	50	56	department	department	NOUN
cet-695	50	57	of	of	ADP
cet-695	50	58	alternative	alternative	ADJ
cet-695	50	59	energy	energy	NOUN
cet-695	50	60	development	development	NOUN
cet-695	50	61	and	and	CCONJ
cet-695	50	62	efficiency	efficiency	NOUN
cet-695	50	63	,	,	PUNCT
cet-695	50	64	ministry	ministry	NOUN
cet-695	50	65	of	of	ADP
cet-695	50	66	energy	energy	NOUN
cet-695	50	67	of	of	ADP
cet-695	50	68	thailand	thailand	PROPN
cet-695	50	69	every	every	DET
cet-695	50	70	year	year	NOUN
cet-695	50	71	.	.	PUNCT
cet-695	51	1	the	the	DET
cet-695	51	2	ambient	ambient	ADJ
cet-695	51	3	temperature	temperature	NOUN
cet-695	51	4	and	and	CCONJ
cet-695	51	5	relative	relative	ADJ
cet-695	51	6	humidity	humidity	NOUN
cet-695	51	7	were	be	AUX
cet-695	51	8	obtained	obtain	VERB
cet-695	51	9	directly	directly	ADV
cet-695	51	10	from	from	ADP
cet-695	51	11	the	the	DET
cet-695	51	12	thai	thai	PROPN
cet-695	51	13	meteorological	meteorological	PROPN
cet-695	51	14	department	department	PROPN
cet-695	51	15	.	.	PUNCT
cet-695	52	1	this	this	DET
cet-695	52	2	regression	regression	NOUN
cet-695	52	3	model	model	NOUN
cet-695	52	4	was	be	AUX
cet-695	52	5	derived	derive	VERB
cet-695	52	6	from	from	ADP
cet-695	52	7	a	a	DET
cet-695	52	8	set	set	NOUN
cet-695	52	9	of	of	ADP
cet-695	52	10	statistical	statistical	ADJ
cet-695	52	11	processes	process	NOUN
cet-695	52	12	for	for	ADP
cet-695	52	13	estimating	estimate	VERB
cet-695	52	14	the	the	DET
cet-695	52	15	relationships	relationship	NOUN
cet-695	52	16	among	among	ADP
cet-695	52	17	essential	essential	ADJ
cet-695	52	18	variables	variable	NOUN
cet-695	52	19	.	.	PUNCT
cet-695	53	1	as	as	ADP
cet-695	53	2	a	a	DET
cet-695	53	3	result	result	NOUN
cet-695	53	4	,	,	PUNCT
cet-695	53	5	the	the	DET
cet-695	53	6	coefficient	coefficient	NOUN
cet-695	53	7	value	value	NOUN
cet-695	53	8	of	of	ADP
cet-695	53	9	each	each	PRON
cet-695	53	10	of	of	ADP
cet-695	53	11	the	the	DET
cet-695	53	12	independent	independent	ADJ
cet-695	53	13	variables	variable	NOUN
cet-695	53	14	were	be	AUX
cet-695	53	15	obtained	obtain	VERB
cet-695	53	16	as	as	ADP
cet-695	53	17	illustrated	illustrate	VERB
cet-695	53	18	in	in	ADP
cet-695	53	19	table	table	NOUN
cet-695	53	20	2	2	NUM
cet-695	53	21	.	.	PUNCT
cet-695	53	22	table	table	NOUN
cet-695	53	23	2	2	NUM
cet-695	53	24	:	:	PUNCT
cet-695	53	25	coefficient	coefficient	NOUN
cet-695	53	26	values	value	NOUN
cet-695	53	27	of	of	ADP
cet-695	53	28	independent	independent	ADJ
cet-695	53	29	variables	variable	NOUN
cet-695	53	30	(	(	PUNCT
cet-695	53	31	x	x	NOUN
cet-695	53	32	)	)	PUNCT
cet-695	53	33	variable	variable	ADJ
cet-695	53	34	description	description	NOUN
cet-695	53	35	coefficient	coefficient	NOUN
cet-695	53	36	value	value	NOUN
cet-695	54	1	x1	x1	PROPN
cet-695	54	2	x2	x2	PROPN
cet-695	54	3	x3	x3	PROPN
cet-695	54	4	x4	x4	PROPN
cet-695	54	5	x5	x5	PROPN
cet-695	54	6	x6	x6	PROPN
cet-695	54	7	x7	x7	NOUN
cet-695	54	8	x8	x8	NOUN
cet-695	54	9	out	out	ADP
cet-695	54	10	patient	patient	NOUN
cet-695	54	11	department	department	NOUN
cet-695	54	12	(	(	PUNCT
cet-695	54	13	opd	opd	PROPN
cet-695	54	14	)	)	PUNCT
cet-695	54	15	patient	patient	ADJ
cet-695	54	16	person	person	NOUN
cet-695	54	17	in	in	ADP
cet-695	54	18	patient	patient	ADJ
cet-695	54	19	department	department	PROPN
cet-695	54	20	(	(	PUNCT
cet-695	54	21	ipd	ipd	PROPN
cet-695	54	22	)	)	PUNCT
cet-695	54	23	service	service	NOUN
cet-695	54	24	unit	unit	NOUN
cet-695	54	25	number	number	NOUN
cet-695	54	26	of	of	ADP
cet-695	54	27	staff	staff	NOUN
cet-695	54	28	member	member	NOUN
cet-695	54	29	air	air	NOUN
cet-695	54	30	-	-	PUNCT
cet-695	54	31	conditioning	conditioning	NOUN
cet-695	54	32	area	area	NOUN
cet-695	54	33	non	non	ADJ
cet-695	54	34	-	-	ADJ
cet-695	54	35	air	air	NOUN
cet-695	54	36	-	-	PUNCT
cet-695	54	37	conditioning	conditioning	NOUN
cet-695	54	38	area	area	NOUN
cet-695	54	39	parking	parking	NOUN
cet-695	54	40	spaces	space	NOUN
cet-695	54	41	in	in	ADP
cet-695	54	42	the	the	DET
cet-695	54	43	buildings	building	NOUN
cet-695	54	44	ambient	ambient	ADJ
cet-695	54	45	temperature	temperature	NOUN
cet-695	54	46	average	average	ADJ
cet-695	54	47	relative	relative	ADJ
cet-695	54	48	humidity	humidity	NOUN
cet-695	54	49	-1.507	-1.507	NOUN
cet-695	55	1	15.918	15.918	NUM
cet-695	55	2	132.720	132.720	NUM
cet-695	55	3	9.653	9.653	NUM
cet-695	55	4	0.040	0.040	NUM
cet-695	55	5	6.211	6.211	NUM
cet-695	55	6	13,469.937	13,469.937	NUM
cet-695	55	7	-3,922.397	-3,922.397	NOUN
cet-695	55	8	regression	regression	NOUN
cet-695	55	9	analysis	analysis	NOUN
cet-695	55	10	showed	show	VERB
cet-695	55	11	that	that	SCONJ
cet-695	55	12	non	non	ADJ
cet-695	55	13	-	-	ADJ
cet-695	55	14	air	air	NOUN
cet-695	55	15	-	-	PUNCT
cet-695	55	16	conditioning	conditioning	NOUN
cet-695	55	17	area	area	NOUN
cet-695	55	18	(	(	PUNCT
cet-695	55	19	x5	x5	PROPN
cet-695	55	20	)	)	PUNCT
cet-695	55	21	had	have	VERB
cet-695	55	22	insignificant	insignificant	ADJ
cet-695	55	23	impact	impact	NOUN
cet-695	55	24	on	on	ADP
cet-695	55	25	the	the	DET
cet-695	55	26	electrical	electrical	ADJ
cet-695	55	27	energy	energy	NOUN
cet-695	55	28	consumption	consumption	NOUN
cet-695	55	29	(	(	PUNCT
cet-695	55	30	y	y	NOUN
cet-695	55	31	)	)	PUNCT
cet-695	55	32	due	due	ADP
cet-695	55	33	to	to	ADP
cet-695	55	34	a	a	DET
cet-695	55	35	very	very	ADV
cet-695	55	36	small	small	ADJ
cet-695	55	37	coefficient	coefficient	NOUN
cet-695	55	38	value	value	NOUN
cet-695	55	39	with	with	ADP
cet-695	55	40	p	p	NOUN
cet-695	55	41	-	-	PUNCT
cet-695	55	42	value	value	NOUN
cet-695	55	43	greater	great	ADJ
cet-695	55	44	than	than	ADP
cet-695	55	45	0.05	0.05	NUM
cet-695	55	46	,	,	PUNCT
cet-695	55	47	non	non	ADJ
cet-695	55	48	-	-	ADJ
cet-695	55	49	air	air	NOUN
cet-695	55	50	-	-	PUNCT
cet-695	55	51	conditioning	conditioning	NOUN
cet-695	55	52	area	area	NOUN
cet-695	55	53	would	would	AUX
cet-695	55	54	be	be	AUX
cet-695	55	55	neglected	neglect	VERB
cet-695	55	56	.	.	PUNCT
cet-695	56	1	other	other	ADJ
cet-695	56	2	variables	variable	NOUN
cet-695	56	3	that	that	PRON
cet-695	56	4	had	have	VERB
cet-695	56	5	impact	impact	NOUN
cet-695	56	6	on	on	ADP
cet-695	56	7	electrical	electrical	ADJ
cet-695	56	8	energy	energy	NOUN
cet-695	56	9	consumption	consumption	NOUN
cet-695	56	10	were	be	AUX
cet-695	56	11	opd	opd	PROPN
cet-695	56	12	patient	patient	PROPN
cet-695	56	13	person	person	NOUN
cet-695	56	14	,	,	PUNCT
cet-695	56	15	ipd	ipd	PROPN
cet-695	56	16	service	service	PROPN
cet-695	56	17	unit	unit	NOUN
cet-695	56	18	,	,	PUNCT
cet-695	56	19	number	number	NOUN
cet-695	56	20	of	of	ADP
cet-695	56	21	staff	staff	NOUN
cet-695	56	22	member	member	NOUN
cet-695	56	23	,	,	PUNCT
cet-695	56	24	air	air	NOUN
cet-695	56	25	-	-	PUNCT
cet-695	56	26	conditioning	conditioning	NOUN
cet-695	56	27	area	area	NOUN
cet-695	56	28	,	,	PUNCT
cet-695	56	29	parking	parking	NOUN
cet-695	56	30	spaces	space	NOUN
cet-695	56	31	in	in	ADP
cet-695	56	32	the	the	DET
cet-695	56	33	buildings	building	NOUN
cet-695	56	34	,	,	PUNCT
cet-695	56	35	ambient	ambient	ADJ
cet-695	56	36	temperature	temperature	NOUN
cet-695	56	37	and	and	CCONJ
cet-695	56	38	average	average	ADJ
cet-695	56	39	relative	relative	ADJ
cet-695	56	40	humidity	humidity	NOUN
cet-695	56	41	.	.	PUNCT
cet-695	57	1	it	it	PRON
cet-695	57	2	was	be	AUX
cet-695	57	3	observed	observe	VERB
cet-695	57	4	from	from	ADP
cet-695	57	5	figure	figure	NOUN
cet-695	57	6	2	2	NUM
cet-695	57	7	that	that	PRON
cet-695	57	8	opd	opd	PROPN
cet-695	57	9	patient	patient	ADJ
cet-695	57	10	person	person	NOUN
cet-695	57	11	(	(	PUNCT
cet-695	57	12	x1	x1	PROPN
cet-695	57	13	)	)	PUNCT
cet-695	57	14	,	,	PUNCT
cet-695	57	15	ipd	ipd	PROPN
cet-695	57	16	service	service	PROPN
cet-695	57	17	unit	unit	NOUN
cet-695	57	18	(	(	PUNCT
cet-695	57	19	x2	x2	PROPN
cet-695	57	20	)	)	PUNCT
cet-695	57	21	were	be	AUX
cet-695	57	22	the	the	DET
cet-695	57	23	most	most	ADJ
cet-695	57	24	impact	impact	NOUN
cet-695	57	25	factors	factor	NOUN
cet-695	57	26	among	among	ADP
cet-695	57	27	all	all	DET
cet-695	57	28	variables	variable	NOUN
cet-695	57	29	.	.	PUNCT
cet-695	58	1	even	even	ADV
cet-695	58	2	though	though	SCONJ
cet-695	58	3	the	the	DET
cet-695	58	4	coefficient	coefficient	NOUN
cet-695	58	5	value	value	NOUN
cet-695	58	6	of	of	ADP
cet-695	58	7	opd	opd	PROPN
cet-695	58	8	patient	patient	ADJ
cet-695	58	9	person	person	NOUN
cet-695	58	10	was	be	AUX
cet-695	58	11	small	small	ADJ
cet-695	58	12	in	in	ADP
cet-695	58	13	compared	compare	VERB
cet-695	58	14	with	with	ADP
cet-695	58	15	the	the	DET
cet-695	58	16	one	one	NUM
cet-695	58	17	of	of	ADP
cet-695	58	18	ipd	ipd	PROPN
cet-695	58	19	service	service	PROPN
cet-695	58	20	unit	unit	NOUN
cet-695	58	21	,	,	PUNCT
cet-695	58	22	however	however	ADV
cet-695	58	23	,	,	PUNCT
cet-695	58	24	there	there	PRON
cet-695	58	25	were	be	VERB
cet-695	58	26	great	great	ADJ
cet-695	58	27	numbers	number	NOUN
cet-695	58	28	of	of	ADP
cet-695	58	29	patients	patient	NOUN
cet-695	58	30	and	and	CCONJ
cet-695	58	31	their	their	PRON
cet-695	58	32	relatives	relative	NOUN
cet-695	58	33	using	use	VERB
cet-695	58	34	the	the	DET
cet-695	58	35	opd	opd	PROPN
cet-695	58	36	service	service	NOUN
cet-695	58	37	unit	unit	NOUN
cet-695	58	38	all	all	DET
cet-695	58	39	day	day	NOUN
cet-695	58	40	.	.	PUNCT
cet-695	59	1	the	the	DET
cet-695	59	2	electrical	electrical	ADJ
cet-695	59	3	energy	energy	NOUN
cet-695	59	4	consumption	consumption	NOUN
cet-695	59	5	changed	change	VERB
cet-695	59	6	substantially	substantially	ADV
cet-695	59	7	in	in	ADP
cet-695	59	8	proportional	proportional	NOUN
cet-695	59	9	to	to	ADP
cet-695	59	10	the	the	DET
cet-695	59	11	change	change	NOUN
cet-695	59	12	in	in	ADP
cet-695	59	13	numbers	number	NOUN
cet-695	59	14	of	of	ADP
cet-695	59	15	opd	opd	PROPN
cet-695	59	16	patient	patient	NOUN
cet-695	59	17	persons	person	NOUN
cet-695	59	18	and	and	CCONJ
cet-695	59	19	ipd	ipd	PROPN
cet-695	59	20	service	service	NOUN
cet-695	59	21	unit	unit	NOUN
cet-695	59	22	.	.	PUNCT
cet-695	60	1	the	the	DET
cet-695	60	2	results	result	NOUN
cet-695	60	3	matched	match	VERB
cet-695	60	4	the	the	DET
cet-695	60	5	nature	nature	NOUN
cet-695	60	6	of	of	ADP
cet-695	60	7	the	the	DET
cet-695	60	8	hospital	hospital	NOUN
cet-695	60	9	business	business	NOUN
cet-695	60	10	,	,	PUNCT
cet-695	60	11	since	since	SCONJ
cet-695	60	12	the	the	DET
cet-695	60	13	opd	opd	PROPN
cet-695	60	14	and	and	CCONJ
cet-695	60	15	ipd	ipd	PROPN
cet-695	60	16	units	unit	NOUN
cet-695	60	17	were	be	AUX
cet-695	60	18	mostly	mostly	ADV
cet-695	60	19	crowded	crowded	ADJ
cet-695	60	20	areas	area	NOUN
cet-695	60	21	in	in	ADP
cet-695	60	22	the	the	DET
cet-695	60	23	hospital	hospital	NOUN
cet-695	60	24	.	.	PUNCT
cet-695	61	1	even	even	ADV
cet-695	61	2	though	though	SCONJ
cet-695	61	3	the	the	DET
cet-695	61	4	graphs	graph	NOUN
cet-695	61	5	showed	show	VERB
cet-695	61	6	that	that	SCONJ
cet-695	61	7	the	the	DET
cet-695	61	8	electrical	electrical	ADJ
cet-695	61	9	energy	energy	NOUN
cet-695	61	10	consumption	consumption	NOUN
cet-695	61	11	changed	change	VERB
cet-695	61	12	in	in	ADP
cet-695	61	13	response	response	NOUN
cet-695	61	14	to	to	ADP
cet-695	61	15	the	the	DET
cet-695	61	16	changes	change	NOUN
cet-695	61	17	in	in	ADP
cet-695	61	18	the	the	DET
cet-695	61	19	number	number	NOUN
cet-695	61	20	of	of	ADP
cet-695	61	21	staff	staff	NOUN
cet-695	61	22	members	member	NOUN
cet-695	61	23	(	(	PUNCT
cet-695	61	24	x3	x3	ADJ
cet-695	61	25	)	)	PUNCT
cet-695	61	26	and	and	CCONJ
cet-695	61	27	air	air	NOUN
cet-695	61	28	-	-	PUNCT
cet-695	61	29	conditioning	conditioning	NOUN
cet-695	61	30	area	area	NOUN
cet-695	61	31	(	(	PUNCT
cet-695	61	32	x4	x4	PROPN
cet-695	61	33	)	)	PUNCT
cet-695	61	34	,	,	PUNCT
cet-695	61	35	this	this	PRON
cet-695	61	36	was	be	AUX
cet-695	61	37	because	because	SCONJ
cet-695	61	38	the	the	DET
cet-695	61	39	data	datum	NOUN
cet-695	61	40	were	be	AUX
cet-695	61	41	collected	collect	VERB
cet-695	61	42	from	from	ADP
cet-695	61	43	many	many	ADJ
cet-695	61	44	hospitals	hospital	NOUN
cet-695	61	45	that	that	PRON
cet-695	61	46	had	have	VERB
cet-695	61	47	different	different	ADJ
cet-695	61	48	air	air	NOUN
cet-695	61	49	-	-	PUNCT
cet-695	61	50	conditioning	conditioning	NOUN
cet-695	61	51	area	area	NOUN
cet-695	61	52	and	and	CCONJ
cet-695	61	53	numbers	number	NOUN
cet-695	61	54	of	of	ADP
cet-695	61	55	staff	staff	NOUN
cet-695	61	56	members	member	NOUN
cet-695	61	57	.	.	PUNCT
cet-695	62	1	in	in	ADP
cet-695	62	2	fact	fact	NOUN
cet-695	62	3	,	,	PUNCT
cet-695	62	4	the	the	DET
cet-695	62	5	numbers	number	NOUN
cet-695	62	6	of	of	ADP
cet-695	62	7	staff	staff	NOUN
cet-695	62	8	members	member	NOUN
cet-695	62	9	do	do	AUX
cet-695	62	10	not	not	PART
cet-695	62	11	change	change	VERB
cet-695	62	12	very	very	ADV
cet-695	62	13	much	much	ADV
cet-695	62	14	,	,	PUNCT
cet-695	62	15	so	so	SCONJ
cet-695	62	16	that	that	SCONJ
cet-695	62	17	it	it	PRON
cet-695	62	18	should	should	AUX
cet-695	62	19	not	not	PART
cet-695	62	20	affect	affect	VERB
cet-695	62	21	the	the	DET
cet-695	62	22	change	change	NOUN
cet-695	62	23	in	in	ADP
cet-695	62	24	electricity	electricity	NOUN
cet-695	62	25	use	use	NOUN
cet-695	62	26	in	in	ADP
cet-695	62	27	the	the	DET
cet-695	62	28	hospital	hospital	NOUN
cet-695	62	29	.	.	PUNCT
cet-695	63	1	similarly	similarly	ADV
cet-695	63	2	,	,	PUNCT
cet-695	63	3	the	the	DET
cet-695	63	4	air	air	NOUN
cet-695	63	5	-	-	PUNCT
cet-695	63	6	conditioning	conditioning	NOUN
cet-695	63	7	area	area	NOUN
cet-695	63	8	does	do	AUX
cet-695	63	9	not	not	PART
cet-695	63	10	change	change	VERB
cet-695	63	11	very	very	ADV
cet-695	63	12	often	often	ADV
cet-695	63	13	,	,	PUNCT
cet-695	63	14	therefore	therefore	ADV
cet-695	63	15	,	,	PUNCT
cet-695	63	16	it	it	PRON
cet-695	63	17	should	should	AUX
cet-695	63	18	not	not	PART
cet-695	63	19	really	really	ADV
cet-695	63	20	affect	affect	VERB
cet-695	63	21	the	the	DET
cet-695	63	22	change	change	NOUN
cet-695	63	23	in	in	ADP
cet-695	63	24	electricity	electricity	NOUN
cet-695	63	25	use	use	NOUN
cet-695	63	26	in	in	ADP
cet-695	63	27	the	the	DET
cet-695	63	28	hospital	hospital	NOUN
cet-695	63	29	as	as	ADV
cet-695	63	30	well	well	ADV
cet-695	63	31	.	.	PUNCT
cet-695	64	1	parking	parking	NOUN
cet-695	64	2	spaces	space	NOUN
cet-695	64	3	(	(	PUNCT
cet-695	64	4	x6	x6	NOUN
cet-695	64	5	)	)	PUNCT
cet-695	64	6	had	have	VERB
cet-695	64	7	small	small	ADJ
cet-695	64	8	impact	impact	NOUN
cet-695	64	9	on	on	ADP
cet-695	64	10	the	the	DET
cet-695	64	11	change	change	NOUN
cet-695	64	12	in	in	ADP
cet-695	64	13	electrical	electrical	ADJ
cet-695	64	14	energy	energy	NOUN
cet-695	64	15	use	use	NOUN
cet-695	64	16	since	since	SCONJ
cet-695	64	17	the	the	DET
cet-695	64	18	numbers	number	NOUN
cet-695	64	19	of	of	ADP
cet-695	64	20	lighting	lighting	NOUN
cet-695	64	21	,	,	PUNCT
cet-695	64	22	cctv	cctv	NOUN
cet-695	64	23	,	,	PUNCT
cet-695	64	24	and	and	CCONJ
cet-695	64	25	other	other	ADJ
cet-695	64	26	systems	system	NOUN
cet-695	64	27	used	use	VERB
cet-695	64	28	in	in	ADP
cet-695	64	29	the	the	DET
cet-695	64	30	parking	parking	NOUN
cet-695	64	31	area	area	NOUN
cet-695	64	32	were	be	AUX
cet-695	64	33	usually	usually	ADV
cet-695	64	34	unchanged	unchanged	ADJ
cet-695	64	35	.	.	PUNCT
cet-695	65	1	ambient	ambient	ADJ
cet-695	65	2	temperature	temperature	NOUN
cet-695	65	3	(	(	PUNCT
cet-695	65	4	x7	x7	NOUN
cet-695	65	5	)	)	PUNCT
cet-695	65	6	usually	usually	ADV
cet-695	65	7	influenced	influence	VERB
cet-695	65	8	the	the	DET
cet-695	65	9	electrical	electrical	ADJ
cet-695	65	10	energy	energy	NOUN
cet-695	65	11	use	use	NOUN
cet-695	65	12	in	in	ADP
cet-695	65	13	air	air	NOUN
cet-695	65	14	-	-	PUNCT
cet-695	65	15	conditioning	conditioning	NOUN
cet-695	65	16	system	system	NOUN
cet-695	65	17	.	.	PUNCT
cet-695	66	1	since	since	SCONJ
cet-695	66	2	the	the	DET
cet-695	66	3	coefficient	coefficient	NOUN
cet-695	66	4	value	value	NOUN
cet-695	66	5	of	of	ADP
cet-695	66	6	ambient	ambient	ADJ
cet-695	66	7	temperature	temperature	NOUN
cet-695	66	8	was	be	AUX
cet-695	66	9	so	so	ADV
cet-695	66	10	high	high	ADJ
cet-695	66	11	,	,	PUNCT
cet-695	66	12	it	it	PRON
cet-695	66	13	really	really	ADV
cet-695	66	14	did	do	AUX
cet-695	66	15	affect	affect	VERB
cet-695	66	16	the	the	DET
cet-695	66	17	amount	amount	NOUN
cet-695	66	18	of	of	ADP
cet-695	66	19	electrical	electrical	ADJ
cet-695	66	20	energy	energy	NOUN
cet-695	66	21	consumption	consumption	NOUN
cet-695	66	22	of	of	ADP
cet-695	66	23	the	the	DET
cet-695	66	24	hospitals	hospital	NOUN
cet-695	66	25	even	even	ADV
cet-695	66	26	with	with	ADP
cet-695	66	27	small	small	ADJ
cet-695	66	28	changes	change	NOUN
cet-695	66	29	in	in	ADP
cet-695	66	30	the	the	DET
cet-695	66	31	ambient	ambient	ADJ
cet-695	66	32	temperature	temperature	NOUN
cet-695	66	33	.	.	PUNCT
cet-695	67	1	to	to	PART
cet-695	67	2	reduce	reduce	VERB
cet-695	67	3	1587	1587	NUM
cet-695	67	4	figure	figure	NOUN
cet-695	67	5	2	2	NUM
cet-695	67	6	:	:	PUNCT
cet-695	67	7	relationships	relationship	NOUN
cet-695	67	8	between	between	ADP
cet-695	67	9	electrical	electrical	ADJ
cet-695	67	10	energy	energy	NOUN
cet-695	67	11	consumption	consumption	NOUN
cet-695	67	12	and	and	CCONJ
cet-695	67	13	related	related	ADJ
cet-695	67	14	variables	variable	NOUN
cet-695	67	15	.	.	PUNCT
cet-695	68	1	1588	1588	NUM
cet-695	68	2	the	the	DET
cet-695	68	3	effect	effect	NOUN
cet-695	68	4	of	of	ADP
cet-695	68	5	heat	heat	NOUN
cet-695	68	6	loads	load	NOUN
cet-695	68	7	from	from	ADP
cet-695	68	8	outside	outside	ADJ
cet-695	68	9	temperature	temperature	NOUN
cet-695	68	10	,	,	PUNCT
cet-695	68	11	well	well	ADV
cet-695	68	12	designed	design	VERB
cet-695	68	13	building	building	NOUN
cet-695	68	14	and	and	CCONJ
cet-695	68	15	energy	energy	NOUN
cet-695	68	16	management	management	NOUN
cet-695	68	17	must	must	AUX
cet-695	68	18	be	be	AUX
cet-695	68	19	achieved	achieve	VERB
cet-695	68	20	.	.	PUNCT
cet-695	69	1	the	the	DET
cet-695	69	2	forecast	forecast	NOUN
cet-695	69	3	model	model	NOUN
cet-695	69	4	of	of	ADP
cet-695	69	5	the	the	DET
cet-695	69	6	electrical	electrical	ADJ
cet-695	69	7	energy	energy	NOUN
cet-695	69	8	consumption	consumption	NOUN
cet-695	69	9	(	(	PUNCT
cet-695	69	10	y	y	NOUN
cet-695	69	11	)	)	PUNCT
cet-695	69	12	with	with	ADP
cet-695	69	13	respect	respect	NOUN
cet-695	69	14	to	to	ADP
cet-695	69	15	all	all	DET
cet-695	69	16	independent	independent	ADJ
cet-695	69	17	variables	variable	NOUN
cet-695	69	18	is	be	AUX
cet-695	69	19	given	give	VERB
cet-695	69	20	by	by	ADP
cet-695	69	21	eq(2	eq(2	PROPN
cet-695	69	22	)	)	PUNCT
cet-695	69	23	.	.	PUNCT
cet-695	70	1	y	y	PROPN
cet-695	70	2	=	=	PUNCT
cet-695	70	3	-1.507(x1	-1.507(x1	PROPN
cet-695	70	4	)	)	PUNCT
cet-695	71	1	+	+	CCONJ
cet-695	71	2	15.918(x2	15.918(x2	NOUN
cet-695	71	3	)	)	PUNCT
cet-695	72	1	+	+	CCONJ
cet-695	73	1	132.720(x3	132.720(x3	NUM
cet-695	73	2	)	)	PUNCT
cet-695	73	3	+	+	NUM
cet-695	73	4	9.653(x4	9.653(x4	X
cet-695	73	5	)	)	PUNCT
cet-695	73	6	+	+	NUM
cet-695	73	7	6.211(x6	6.211(x6	NOUN
cet-695	73	8	)	)	PUNCT
cet-695	74	1	+	+	NUM
cet-695	74	2	13469.937(x7	13469.937(x7	NUM
cet-695	74	3	)	)	PUNCT
cet-695	74	4	–	–	PUNCT
cet-695	74	5	3922.397(x8	3922.397(x8	NUM
cet-695	74	6	)	)	PUNCT
cet-695	74	7	(	(	PUNCT
cet-695	74	8	2	2	X
cet-695	74	9	)	)	PUNCT
cet-695	74	10	figure	figure	NOUN
cet-695	74	11	3	3	NUM
cet-695	74	12	shows	show	VERB
cet-695	74	13	the	the	DET
cet-695	74	14	electrical	electrical	ADJ
cet-695	74	15	energy	energy	NOUN
cet-695	74	16	consumption	consumption	NOUN
cet-695	74	17	obtained	obtain	VERB
cet-695	74	18	from	from	ADP
cet-695	74	19	the	the	DET
cet-695	74	20	multiple	multiple	ADJ
cet-695	74	21	regression	regression	NOUN
cet-695	74	22	model	model	NOUN
cet-695	74	23	and	and	CCONJ
cet-695	74	24	the	the	DET
cet-695	74	25	collected	collect	VERB
cet-695	74	26	actual	actual	ADJ
cet-695	74	27	data	datum	NOUN
cet-695	74	28	in	in	ADP
cet-695	74	29	the	the	DET
cet-695	74	30	hospitals	hospital	NOUN
cet-695	74	31	over	over	ADP
cet-695	74	32	3	3	NUM
cet-695	74	33	y	y	PROPN
cet-695	74	34	period	period	NOUN
cet-695	74	35	from	from	ADP
cet-695	74	36	2015	2015	NUM
cet-695	74	37	to	to	ADP
cet-695	74	38	2017	2017	NUM
cet-695	74	39	.	.	PUNCT
cet-695	75	1	the	the	DET
cet-695	75	2	energy	energy	NOUN
cet-695	75	3	consumption	consumption	NOUN
cet-695	75	4	obtained	obtain	VERB
cet-695	75	5	from	from	ADP
cet-695	75	6	the	the	DET
cet-695	75	7	forecast	forecast	NOUN
cet-695	75	8	model	model	NOUN
cet-695	75	9	follows	follow	VERB
cet-695	75	10	closely	closely	ADV
cet-695	75	11	to	to	ADP
cet-695	75	12	energy	energy	NOUN
cet-695	75	13	consumption	consumption	NOUN
cet-695	75	14	from	from	ADP
cet-695	75	15	the	the	DET
cet-695	75	16	actual	actual	ADJ
cet-695	75	17	collected	collect	VERB
cet-695	75	18	data	datum	NOUN
cet-695	75	19	.	.	PUNCT
cet-695	76	1	the	the	DET
cet-695	76	2	energy	energy	NOUN
cet-695	76	3	consumption	consumption	NOUN
cet-695	76	4	from	from	ADP
cet-695	76	5	the	the	DET
cet-695	76	6	forecast	forecast	NOUN
cet-695	76	7	model	model	NOUN
cet-695	76	8	is	be	AUX
cet-695	76	9	approximately	approximately	ADV
cet-695	76	10	4.4	4.4	NUM
cet-695	76	11	%	%	NOUN
cet-695	76	12	different	different	ADJ
cet-695	76	13	from	from	ADP
cet-695	76	14	the	the	DET
cet-695	76	15	energy	energy	NOUN
cet-695	76	16	consumption	consumption	NOUN
cet-695	76	17	from	from	ADP
cet-695	76	18	the	the	DET
cet-695	76	19	actual	actual	ADJ
cet-695	76	20	data	datum	NOUN
cet-695	76	21	.	.	PUNCT
cet-695	77	1	therefore	therefore	ADV
cet-695	77	2	,	,	PUNCT
cet-695	77	3	this	this	DET
cet-695	77	4	regression	regression	NOUN
cet-695	77	5	model	model	NOUN
cet-695	77	6	can	can	AUX
cet-695	77	7	be	be	AUX
cet-695	77	8	used	use	VERB
cet-695	77	9	to	to	PART
cet-695	77	10	forecast	forecast	VERB
cet-695	77	11	the	the	DET
cet-695	77	12	electrical	electrical	ADJ
cet-695	77	13	energy	energy	NOUN
cet-695	77	14	consumption	consumption	NOUN
cet-695	77	15	in	in	ADP
cet-695	77	16	hospitals	hospital	NOUN
cet-695	77	17	.	.	PUNCT
cet-695	78	1	furthermore	furthermore	ADV
cet-695	78	2	,	,	PUNCT
cet-695	78	3	this	this	DET
cet-695	78	4	model	model	NOUN
cet-695	78	5	can	can	AUX
cet-695	78	6	be	be	AUX
cet-695	78	7	used	use	VERB
cet-695	78	8	as	as	ADP
cet-695	78	9	a	a	DET
cet-695	78	10	tool	tool	NOUN
cet-695	78	11	to	to	PART
cet-695	78	12	analyse	analyse	VERB
cet-695	78	13	energy	energy	NOUN
cet-695	78	14	consumption	consumption	NOUN
cet-695	78	15	,	,	PUNCT
cet-695	78	16	in	in	ADP
cet-695	78	17	which	which	PRON
cet-695	78	18	what	what	PRON
cet-695	78	19	variables	variable	NOUN
cet-695	78	20	play	play	VERB
cet-695	78	21	major	major	ADJ
cet-695	78	22	contribution	contribution	NOUN
cet-695	78	23	to	to	ADP
cet-695	78	24	the	the	DET
cet-695	78	25	increase	increase	NOUN
cet-695	78	26	in	in	ADP
cet-695	78	27	the	the	DET
cet-695	78	28	electrical	electrical	ADJ
cet-695	78	29	energy	energy	NOUN
cet-695	78	30	consumption	consumption	NOUN
cet-695	78	31	in	in	ADP
cet-695	78	32	the	the	DET
cet-695	78	33	hospitals	hospital	NOUN
cet-695	78	34	.	.	PUNCT
cet-695	79	1	at	at	ADP
cet-695	79	2	present	present	NOUN
cet-695	79	3	there	there	PRON
cet-695	79	4	may	may	AUX
cet-695	79	5	be	be	AUX
cet-695	79	6	some	some	DET
cet-695	79	7	models	model	NOUN
cet-695	79	8	forecasting	forecast	VERB
cet-695	79	9	the	the	DET
cet-695	79	10	energy	energy	NOUN
cet-695	79	11	consumption	consumption	NOUN
cet-695	79	12	in	in	ADP
cet-695	79	13	hospitals	hospital	NOUN
cet-695	79	14	,	,	PUNCT
cet-695	79	15	however	however	ADV
cet-695	79	16	,	,	PUNCT
cet-695	79	17	it	it	PRON
cet-695	79	18	often	often	ADV
cet-695	79	19	involves	involve	VERB
cet-695	79	20	with	with	ADP
cet-695	79	21	only	only	ADV
cet-695	79	22	a	a	DET
cet-695	79	23	few	few	ADJ
cet-695	79	24	variables	variable	NOUN
cet-695	79	25	such	such	ADJ
cet-695	79	26	as	as	ADP
cet-695	79	27	indoor	indoor	ADJ
cet-695	79	28	working	working	NOUN
cet-695	79	29	area	area	NOUN
cet-695	79	30	and	and	CCONJ
cet-695	79	31	ipd	ipd	PROPN
cet-695	79	32	service	service	PROPN
cet-695	79	33	unit	unit	NOUN
cet-695	79	34	.	.	PUNCT
cet-695	80	1	since	since	SCONJ
cet-695	80	2	there	there	PRON
cet-695	80	3	has	have	AUX
cet-695	80	4	not	not	PART
cet-695	80	5	been	be	AUX
cet-695	80	6	models	model	NOUN
cet-695	80	7	for	for	ADP
cet-695	80	8	forecasting	forecast	VERB
cet-695	80	9	the	the	DET
cet-695	80	10	energy	energy	NOUN
cet-695	80	11	consumption	consumption	NOUN
cet-695	80	12	with	with	ADP
cet-695	80	13	respect	respect	NOUN
cet-695	80	14	to	to	ADP
cet-695	80	15	numerous	numerous	ADJ
cet-695	80	16	variables	variable	NOUN
cet-695	80	17	at	at	ADP
cet-695	80	18	the	the	DET
cet-695	80	19	same	same	ADJ
cet-695	80	20	time	time	NOUN
cet-695	80	21	.	.	PUNCT
cet-695	81	1	this	this	DET
cet-695	81	2	work	work	NOUN
cet-695	81	3	could	could	AUX
cet-695	81	4	help	help	VERB
cet-695	81	5	in	in	ADP
cet-695	81	6	making	make	VERB
cet-695	81	7	the	the	DET
cet-695	81	8	target	target	NOUN
cet-695	81	9	setting	setting	NOUN
cet-695	81	10	of	of	ADP
cet-695	81	11	the	the	DET
cet-695	81	12	reduction	reduction	NOUN
cet-695	81	13	of	of	ADP
cet-695	81	14	the	the	DET
cet-695	81	15	energy	energy	NOUN
cet-695	81	16	use	use	NOUN
cet-695	81	17	in	in	ADP
cet-695	81	18	hospitals	hospital	NOUN
cet-695	81	19	.	.	PUNCT
cet-695	82	1	moreover	moreover	ADV
cet-695	82	2	,	,	PUNCT
cet-695	82	3	it	it	PRON
cet-695	82	4	could	could	AUX
cet-695	82	5	also	also	ADV
cet-695	82	6	help	help	VERB
cet-695	82	7	in	in	ADP
cet-695	82	8	the	the	DET
cet-695	82	9	decision	decision	NOUN
cet-695	82	10	making	make	VERB
cet-695	82	11	for	for	ADP
cet-695	82	12	separating	separate	VERB
cet-695	82	13	the	the	DET
cet-695	82	14	hospitals	hospital	NOUN
cet-695	82	15	with	with	ADP
cet-695	82	16	high	high	ADJ
cet-695	82	17	potential	potential	ADJ
cet-695	82	18	energy	energy	NOUN
cet-695	82	19	efficiency	efficiency	NOUN
cet-695	82	20	from	from	ADP
cet-695	82	21	the	the	DET
cet-695	82	22	low	low	ADJ
cet-695	82	23	potential	potential	ADJ
cet-695	82	24	one	one	NUM
cet-695	82	25	.	.	PUNCT
cet-695	83	1	figure	figure	VERB
cet-695	83	2	3	3	NUM
cet-695	83	3	:	:	PUNCT
cet-695	83	4	energy	energy	NOUN
cet-695	83	5	consumption	consumption	NOUN
cet-695	83	6	from	from	ADP
cet-695	83	7	regression	regression	NOUN
cet-695	83	8	model	model	NOUN
cet-695	83	9	and	and	CCONJ
cet-695	83	10	actual	actual	ADJ
cet-695	83	11	data	datum	NOUN
cet-695	83	12	eq(2	eq(2	PROPN
cet-695	83	13	)	)	PUNCT
cet-695	83	14	can	can	AUX
cet-695	83	15	only	only	ADV
cet-695	83	16	be	be	AUX
cet-695	83	17	used	use	VERB
cet-695	83	18	to	to	PART
cet-695	83	19	forecast	forecast	VERB
cet-695	83	20	the	the	DET
cet-695	83	21	electrical	electrical	ADJ
cet-695	83	22	energy	energy	NOUN
cet-695	83	23	consumption	consumption	NOUN
cet-695	83	24	of	of	ADP
cet-695	83	25	14	14	NUM
cet-695	83	26	hospitals	hospital	NOUN
cet-695	83	27	all	all	ADV
cet-695	83	28	together	together	ADV
cet-695	83	29	.	.	PUNCT
cet-695	84	1	it	it	PRON
cet-695	84	2	is	be	AUX
cet-695	84	3	suitable	suitable	ADJ
cet-695	84	4	and	and	CCONJ
cet-695	84	5	very	very	ADV
cet-695	84	6	beneficial	beneficial	ADJ
cet-695	84	7	for	for	SCONJ
cet-695	84	8	the	the	DET
cet-695	84	9	government	government	NOUN
cet-695	84	10	to	to	PART
cet-695	84	11	see	see	VERB
cet-695	84	12	the	the	DET
cet-695	84	13	energy	energy	NOUN
cet-695	84	14	consumption	consumption	NOUN
cet-695	84	15	in	in	ADP
cet-695	84	16	a	a	DET
cet-695	84	17	big	big	ADJ
cet-695	84	18	picture	picture	NOUN
cet-695	84	19	for	for	ADP
cet-695	84	20	the	the	DET
cet-695	84	21	hospital	hospital	NOUN
cet-695	84	22	sector	sector	NOUN
cet-695	84	23	in	in	ADP
cet-695	84	24	thailand	thailand	PROPN
cet-695	84	25	.	.	PUNCT
cet-695	85	1	however	however	ADV
cet-695	85	2	,	,	PUNCT
cet-695	85	3	if	if	SCONJ
cet-695	85	4	one	one	PRON
cet-695	85	5	wants	want	VERB
cet-695	85	6	to	to	PART
cet-695	85	7	evaluate	evaluate	VERB
cet-695	85	8	the	the	DET
cet-695	85	9	electrical	electrical	ADJ
cet-695	85	10	energy	energy	NOUN
cet-695	85	11	consumption	consumption	NOUN
cet-695	85	12	in	in	ADP
cet-695	85	13	a	a	DET
cet-695	85	14	particular	particular	ADJ
cet-695	85	15	hospital	hospital	NOUN
cet-695	85	16	,	,	PUNCT
cet-695	85	17	eq(2	eq(2	PROPN
cet-695	85	18	)	)	PUNCT
cet-695	85	19	may	may	AUX
cet-695	85	20	not	not	PART
cet-695	85	21	be	be	AUX
cet-695	85	22	suitable	suitable	ADJ
cet-695	85	23	for	for	ADP
cet-695	85	24	this	this	DET
cet-695	85	25	job	job	NOUN
cet-695	85	26	.	.	PUNCT
cet-695	86	1	air	air	NOUN
cet-695	86	2	-	-	PUNCT
cet-695	86	3	conditioning	conditioning	NOUN
cet-695	86	4	area	area	NOUN
cet-695	86	5	,	,	PUNCT
cet-695	86	6	non	non	ADJ
cet-695	86	7	-	-	ADJ
cet-695	86	8	air	air	ADJ
cet-695	86	9	conditioning	conditioning	NOUN
cet-695	86	10	area	area	NOUN
cet-695	86	11	,	,	PUNCT
cet-695	86	12	and	and	CCONJ
cet-695	86	13	parking	parking	NOUN
cet-695	86	14	spaces	space	NOUN
cet-695	86	15	in	in	ADP
cet-695	86	16	the	the	DET
cet-695	86	17	buildings	building	NOUN
cet-695	86	18	are	be	AUX
cet-695	86	19	usually	usually	ADV
cet-695	86	20	constant	constant	ADJ
cet-695	86	21	for	for	ADP
cet-695	86	22	each	each	DET
cet-695	86	23	hospital	hospital	NOUN
cet-695	86	24	.	.	PUNCT
cet-695	87	1	in	in	ADP
cet-695	87	2	fact	fact	NOUN
cet-695	87	3	,	,	PUNCT
cet-695	87	4	there	there	PRON
cet-695	87	5	will	will	AUX
cet-695	87	6	not	not	PART
cet-695	87	7	be	be	AUX
cet-695	87	8	any	any	DET
cet-695	87	9	significant	significant	ADJ
cet-695	87	10	changes	change	NOUN
cet-695	87	11	in	in	ADP
cet-695	87	12	these	these	DET
cet-695	87	13	areas	area	NOUN
cet-695	87	14	very	very	ADV
cet-695	87	15	often	often	ADV
cet-695	87	16	.	.	PUNCT
cet-695	88	1	numbers	number	NOUN
cet-695	88	2	of	of	ADP
cet-695	88	3	staff	staff	NOUN
cet-695	88	4	members	member	NOUN
cet-695	88	5	are	be	AUX
cet-695	88	6	generally	generally	ADV
cet-695	88	7	the	the	DET
cet-695	88	8	same	same	ADJ
cet-695	88	9	for	for	ADP
cet-695	88	10	each	each	DET
cet-695	88	11	hospital	hospital	NOUN
cet-695	88	12	as	as	ADV
cet-695	88	13	well	well	ADV
cet-695	88	14	.	.	PUNCT
cet-695	89	1	with	with	ADP
cet-695	89	2	these	these	DET
cet-695	89	3	reasons	reason	NOUN
cet-695	89	4	,	,	PUNCT
cet-695	89	5	the	the	DET
cet-695	89	6	new	new	ADJ
cet-695	89	7	regression	regression	NOUN
cet-695	89	8	model	model	NOUN
cet-695	89	9	of	of	ADP
cet-695	89	10	the	the	DET
cet-695	89	11	electrical	electrical	ADJ
cet-695	89	12	energy	energy	NOUN
cet-695	89	13	consumption	consumption	NOUN
cet-695	89	14	needs	need	VERB
cet-695	89	15	to	to	PART
cet-695	89	16	be	be	AUX
cet-695	89	17	derived	derive	VERB
cet-695	89	18	solely	solely	ADV
cet-695	89	19	for	for	ADP
cet-695	89	20	each	each	DET
cet-695	89	21	hospital	hospital	NOUN
cet-695	89	22	.	.	PUNCT
cet-695	90	1	only	only	ADV
cet-695	90	2	opd	opd	PROPN
cet-695	90	3	patient	patient	PROPN
cet-695	90	4	person	person	NOUN
cet-695	90	5	,	,	PUNCT
cet-695	90	6	ipd	ipd	PROPN
cet-695	90	7	service	service	PROPN
cet-695	90	8	unit	unit	NOUN
cet-695	90	9	,	,	PUNCT
cet-695	90	10	ambient	ambient	ADJ
cet-695	90	11	temperature	temperature	NOUN
cet-695	90	12	,	,	PUNCT
cet-695	90	13	and	and	CCONJ
cet-695	90	14	relative	relative	ADJ
cet-695	90	15	humidity	humidity	NOUN
cet-695	90	16	are	be	AUX
cet-695	90	17	significantly	significantly	ADV
cet-695	90	18	accountable	accountable	ADJ
cet-695	90	19	for	for	ADP
cet-695	90	20	the	the	DET
cet-695	90	21	variations	variation	NOUN
cet-695	90	22	of	of	ADP
cet-695	90	23	the	the	DET
cet-695	90	24	electrical	electrical	ADJ
cet-695	90	25	energy	energy	NOUN
cet-695	90	26	consumption	consumption	NOUN
cet-695	90	27	in	in	ADP
cet-695	90	28	each	each	DET
cet-695	90	29	hospital	hospital	NOUN
cet-695	90	30	.	.	PUNCT
cet-695	91	1	as	as	ADP
cet-695	91	2	a	a	DET
cet-695	91	3	result	result	NOUN
cet-695	91	4	,	,	PUNCT
cet-695	91	5	the	the	DET
cet-695	91	6	regression	regression	NOUN
cet-695	91	7	model	model	NOUN
cet-695	91	8	for	for	ADP
cet-695	91	9	each	each	DET
cet-695	91	10	hospital	hospital	NOUN
cet-695	91	11	can	can	AUX
cet-695	91	12	be	be	AUX
cet-695	91	13	reduced	reduce	VERB
cet-695	91	14	to	to	ADP
cet-695	91	15	eq(3	eq(3	NOUN
cet-695	91	16	)	)	PUNCT
cet-695	91	17	.	.	PUNCT
cet-695	92	1	y	y	NOUN
cet-695	92	2	=	=	SYM
cet-695	92	3	b1(x1	b1(x1	PROPN
cet-695	92	4	)	)	PUNCT
cet-695	93	1	+	+	NUM
cet-695	93	2	b2(x2	b2(x2	NOUN
cet-695	93	3	)	)	PUNCT
cet-695	94	1	+	+	CCONJ
cet-695	94	2	b7(x7	b7(x7	NOUN
cet-695	94	3	)	)	PUNCT
cet-695	95	1	+	+	CCONJ
cet-695	95	2	b8(x8	b8(x8	NUM
cet-695	95	3	)	)	PUNCT
cet-695	95	4	(	(	PUNCT
cet-695	95	5	3	3	X
cet-695	95	6	)	)	PUNCT
cet-695	95	7	further	further	ADJ
cet-695	95	8	investigation	investigation	NOUN
cet-695	95	9	on	on	ADP
cet-695	95	10	electrical	electrical	ADJ
cet-695	95	11	energy	energy	NOUN
cet-695	95	12	consumption	consumption	NOUN
cet-695	95	13	based	base	VERB
cet-695	95	14	on	on	ADP
cet-695	95	15	size	size	NOUN
cet-695	95	16	of	of	ADP
cet-695	95	17	the	the	DET
cet-695	95	18	hospitals	hospital	NOUN
cet-695	95	19	can	can	AUX
cet-695	95	20	be	be	AUX
cet-695	95	21	performed	perform	VERB
cet-695	95	22	by	by	ADP
cet-695	95	23	separating	separate	VERB
cet-695	95	24	hospitals	hospital	NOUN
cet-695	95	25	into	into	ADP
cet-695	95	26	two	two	NUM
cet-695	95	27	groups	group	NOUN
cet-695	95	28	,	,	PUNCT
cet-695	95	29	i.e.	i.e.	X
cet-695	95	30	,	,	PUNCT
cet-695	95	31	large	large	ADJ
cet-695	95	32	and	and	CCONJ
cet-695	95	33	small	small	ADJ
cet-695	95	34	hospitals	hospital	NOUN
cet-695	95	35	.	.	PUNCT
cet-695	96	1	it	it	PRON
cet-695	96	2	is	be	AUX
cet-695	96	3	clearly	clearly	ADV
cet-695	96	4	seen	see	VERB
cet-695	96	5	in	in	ADP
cet-695	96	6	figure	figure	NOUN
cet-695	96	7	2(b	2(b	NUM
cet-695	96	8	)	)	PUNCT
cet-695	96	9	that	that	SCONJ
cet-695	96	10	large	large	ADJ
cet-695	96	11	hospitals	hospital	NOUN
cet-695	96	12	have	have	VERB
cet-695	96	13	over	over	ADP
cet-695	96	14	20,000	20,000	NUM
cet-695	96	15	bed	bed	NOUN
cet-695	96	16	-	-	PUNCT
cet-695	96	17	day	day	NOUN
cet-695	96	18	with	with	ADP
cet-695	96	19	the	the	DET
cet-695	96	20	amount	amount	NOUN
cet-695	96	21	of	of	ADP
cet-695	96	22	electrical	electrical	ADJ
cet-695	96	23	energy	energy	NOUN
cet-695	96	24	consumption	consumption	NOUN
cet-695	96	25	more	more	ADJ
cet-695	96	26	than	than	ADP
cet-695	96	27	1,500,000	1,500,000	NUM
cet-695	96	28	kwh	kwh	NOUN
cet-695	96	29	.	.	PUNCT
cet-695	97	1	on	on	ADP
cet-695	97	2	the	the	DET
cet-695	97	3	other	other	ADJ
cet-695	97	4	hand	hand	NOUN
cet-695	97	5	,	,	PUNCT
cet-695	97	6	the	the	DET
cet-695	97	7	small	small	ADJ
cet-695	97	8	hospitals	hospital	NOUN
cet-695	97	9	have	have	VERB
cet-695	97	10	less	less	ADJ
cet-695	97	11	than	than	ADP
cet-695	97	12	10,000	10,000	NUM
cet-695	97	13	bed	bed	NOUN
cet-695	97	14	-	-	PUNCT
cet-695	97	15	day	day	NOUN
cet-695	97	16	with	with	ADP
cet-695	97	17	the	the	DET
cet-695	97	18	amount	amount	NOUN
cet-695	97	19	of	of	ADP
cet-695	97	20	electrical	electrical	ADJ
cet-695	97	21	energy	energy	NOUN
cet-695	97	22	consumption	consumption	NOUN
cet-695	97	23	less	less	ADJ
cet-695	97	24	than	than	ADP
cet-695	97	25	1,000,000	1,000,000	NUM
cet-695	97	26	kwh	kwh	NOUN
cet-695	97	27	.	.	PUNCT
cet-695	98	1	even	even	ADV
cet-695	98	2	the	the	DET
cet-695	98	3	numbers	number	NOUN
cet-695	98	4	of	of	ADP
cet-695	98	5	staff	staff	NOUN
cet-695	98	6	members	member	NOUN
cet-695	98	7	increase	increase	VERB
cet-695	98	8	from	from	ADP
cet-695	98	9	less	less	ADJ
cet-695	98	10	than	than	ADP
cet-695	98	11	1,500	1,500	NUM
cet-695	98	12	persons	person	NOUN
cet-695	98	13	for	for	ADP
cet-695	98	14	small	small	ADJ
cet-695	98	15	hospitals	hospital	NOUN
cet-695	98	16	to	to	ADP
cet-695	98	17	more	more	ADJ
cet-695	98	18	than	than	ADP
cet-695	98	19	4,000	4,000	NUM
cet-695	98	20	persons	person	NOUN
cet-695	98	21	for	for	ADP
cet-695	98	22	large	large	ADJ
cet-695	98	23	hospitals	hospital	NOUN
cet-695	98	24	.	.	PUNCT
cet-695	99	1	these	these	PRON
cet-695	99	2	surely	surely	ADV
cet-695	99	3	affect	affect	VERB
cet-695	99	4	the	the	DET
cet-695	99	5	amount	amount	NOUN
cet-695	99	6	of	of	ADP
cet-695	99	7	energy	energy	NOUN
cet-695	99	8	consumption	consumption	NOUN
cet-695	99	9	in	in	ADP
cet-695	99	10	hospitals	hospital	NOUN
cet-695	99	11	as	as	ADV
cet-695	99	12	well	well	ADV
cet-695	99	13	.	.	PUNCT
cet-695	100	1	by	by	ADP
cet-695	100	2	grouping	group	VERB
cet-695	100	3	hospitals	hospital	NOUN
cet-695	100	4	into	into	ADP
cet-695	100	5	large	large	ADJ
cet-695	100	6	and	and	CCONJ
cet-695	100	7	small	small	ADJ
cet-695	100	8	sizes	size	NOUN
cet-695	100	9	,	,	PUNCT
cet-695	100	10	this	this	PRON
cet-695	100	11	can	can	AUX
cet-695	100	12	certainly	certainly	ADV
cet-695	100	13	help	help	VERB
cet-695	100	14	in	in	ADP
cet-695	100	15	achieving	achieve	VERB
cet-695	100	16	a	a	DET
cet-695	100	17	more	more	ADV
cet-695	100	18	useful	useful	ADJ
cet-695	100	19	and	and	CCONJ
cet-695	100	20	accurate	accurate	ADJ
cet-695	100	21	multiple	multiple	ADJ
cet-695	100	22	linear	linear	ADJ
cet-695	100	23	regression	regression	NOUN
cet-695	100	24	model	model	NOUN
cet-695	100	25	on	on	ADP
cet-695	100	26	electrical	electrical	ADJ
cet-695	100	27	energy	energy	NOUN
cet-695	100	28	consumption	consumption	NOUN
cet-695	100	29	for	for	ADP
cet-695	100	30	hospitals	hospital	NOUN
cet-695	100	31	in	in	ADP
cet-695	100	32	thailand	thailand	PROPN
cet-695	100	33	.	.	PUNCT
cet-695	101	1	however	however	ADV
cet-695	101	2	,	,	PUNCT
cet-695	101	3	there	there	PRON
cet-695	101	4	may	may	AUX
cet-695	101	5	be	be	AUX
cet-695	101	6	some	some	DET
cet-695	101	7	limitations	limitation	NOUN
cet-695	101	8	to	to	PART
cet-695	101	9	obtain	obtain	VERB
cet-695	101	10	a	a	DET
cet-695	101	11	good	good	ADJ
cet-695	101	12	regression	regression	NOUN
cet-695	101	13	model	model	NOUN
cet-695	101	14	for	for	ADP
cet-695	101	15	smaller	small	ADJ
cet-695	101	16	hospitals	hospital	NOUN
cet-695	101	17	as	as	ADP
cet-695	101	18	a	a	DET
cet-695	101	19	result	result	NOUN
cet-695	101	20	of	of	ADP
cet-695	101	21	lack	lack	NOUN
cet-695	101	22	of	of	ADP
cet-695	101	23	personnel	personnel	NOUN
cet-695	101	24	,	,	PUNCT
cet-695	101	25	equipment	equipment	NOUN
cet-695	101	26	and	and	CCONJ
cet-695	101	27	financial	financial	ADJ
cet-695	101	28	resources	resource	NOUN
cet-695	101	29	.	.	PUNCT
cet-695	102	1	1589	1589	NUM
cet-695	102	2	5	5	NUM
cet-695	102	3	.	.	PUNCT
cet-695	102	4	conclusions	conclusion	NOUN
cet-695	102	5	this	this	DET
cet-695	102	6	paper	paper	NOUN
cet-695	102	7	presents	present	VERB
cet-695	102	8	relevant	relevant	ADJ
cet-695	102	9	factor	factor	NOUN
cet-695	102	10	impacts	impact	NOUN
cet-695	102	11	and	and	CCONJ
cet-695	102	12	target	target	NOUN
cet-695	102	13	setting	setting	NOUN
cet-695	102	14	of	of	ADP
cet-695	102	15	energy	energy	NOUN
cet-695	102	16	consumption	consumption	NOUN
cet-695	102	17	in	in	ADP
cet-695	102	18	thailand	thailand	PROPN
cet-695	102	19	’s	’s	PART
cet-695	102	20	hospital	hospital	PROPN
cet-695	102	21	building	building	NOUN
cet-695	102	22	.	.	PUNCT
cet-695	103	1	multiple	multiple	ADJ
cet-695	103	2	linear	linear	PROPN
cet-695	103	3	regression	regression	NOUN
cet-695	103	4	has	have	AUX
cet-695	103	5	been	be	AUX
cet-695	103	6	developed	develop	VERB
cet-695	103	7	to	to	PART
cet-695	103	8	find	find	VERB
cet-695	103	9	the	the	DET
cet-695	103	10	electrical	electrical	ADJ
cet-695	103	11	energy	energy	NOUN
cet-695	103	12	consumption	consumption	NOUN
cet-695	103	13	with	with	ADP
cet-695	103	14	respect	respect	NOUN
cet-695	103	15	to	to	ADP
cet-695	103	16	various	various	ADJ
cet-695	103	17	variables	variable	NOUN
cet-695	103	18	,	,	PUNCT
cet-695	103	19	i.e.	i.e.	X
cet-695	103	20	,	,	PUNCT
cet-695	103	21	opd	opd	PROPN
cet-695	103	22	patient	patient	PROPN
cet-695	103	23	person	person	NOUN
cet-695	103	24	,	,	PUNCT
cet-695	103	25	ipd	ipd	PROPN
cet-695	103	26	service	service	PROPN
cet-695	103	27	unit	unit	NOUN
cet-695	103	28	,	,	PUNCT
cet-695	103	29	numbers	number	NOUN
cet-695	103	30	of	of	ADP
cet-695	103	31	staff	staff	NOUN
cet-695	103	32	members	member	NOUN
cet-695	103	33	,	,	PUNCT
cet-695	103	34	air	air	NOUN
cet-695	103	35	-	-	PUNCT
cet-695	103	36	conditioning	conditioning	NOUN
cet-695	103	37	area	area	NOUN
cet-695	103	38	,	,	PUNCT
cet-695	103	39	parking	parking	NOUN
cet-695	103	40	spaces	space	NOUN
cet-695	103	41	in	in	ADP
cet-695	103	42	the	the	DET
cet-695	103	43	buildings	building	NOUN
cet-695	103	44	,	,	PUNCT
cet-695	103	45	ambient	ambient	ADJ
cet-695	103	46	temperature	temperature	NOUN
cet-695	103	47	and	and	CCONJ
cet-695	103	48	average	average	ADJ
cet-695	103	49	relative	relative	ADJ
cet-695	103	50	humidity	humidity	NOUN
cet-695	103	51	.	.	PUNCT
cet-695	104	1	the	the	DET
cet-695	104	2	study	study	NOUN
cet-695	104	3	demonstrates	demonstrate	VERB
cet-695	104	4	the	the	DET
cet-695	104	5	comparison	comparison	NOUN
cet-695	104	6	of	of	ADP
cet-695	104	7	the	the	DET
cet-695	104	8	real	real	ADJ
cet-695	104	9	electrical	electrical	ADJ
cet-695	104	10	energy	energy	NOUN
cet-695	104	11	use	use	NOUN
cet-695	104	12	and	and	CCONJ
cet-695	104	13	the	the	DET
cet-695	104	14	forecasted	forecast	VERB
cet-695	104	15	electrical	electrical	ADJ
cet-695	104	16	energy	energy	NOUN
cet-695	104	17	use	use	NOUN
cet-695	104	18	from	from	ADP
cet-695	104	19	the	the	DET
cet-695	104	20	regression	regression	NOUN
cet-695	104	21	model	model	NOUN
cet-695	104	22	.	.	PUNCT
cet-695	105	1	the	the	DET
cet-695	105	2	difference	difference	NOUN
cet-695	105	3	between	between	ADP
cet-695	105	4	the	the	DET
cet-695	105	5	energy	energy	NOUN
cet-695	105	6	consumption	consumption	NOUN
cet-695	105	7	from	from	ADP
cet-695	105	8	the	the	DET
cet-695	105	9	forecast	forecast	NOUN
cet-695	105	10	model	model	NOUN
cet-695	105	11	and	and	CCONJ
cet-695	105	12	the	the	DET
cet-695	105	13	energy	energy	NOUN
cet-695	105	14	consumption	consumption	NOUN
cet-695	105	15	from	from	ADP
cet-695	105	16	the	the	DET
cet-695	105	17	real	real	ADJ
cet-695	105	18	data	data	NOUN
cet-695	105	19	is	be	AUX
cet-695	105	20	approximately	approximately	ADV
cet-695	105	21	4.4	4.4	NUM
cet-695	105	22	%	%	NOUN
cet-695	105	23	.	.	PUNCT
cet-695	106	1	the	the	DET
cet-695	106	2	developed	develop	VERB
cet-695	106	3	regression	regression	NOUN
cet-695	106	4	model	model	NOUN
cet-695	106	5	can	can	AUX
cet-695	106	6	be	be	AUX
cet-695	106	7	served	serve	VERB
cet-695	106	8	as	as	ADP
cet-695	106	9	a	a	DET
cet-695	106	10	baseline	baseline	NOUN
cet-695	106	11	sitting	sitting	NOUN
cet-695	106	12	used	use	VERB
cet-695	106	13	to	to	PART
cet-695	106	14	forecast	forecast	VERB
cet-695	106	15	the	the	DET
cet-695	106	16	energy	energy	NOUN
cet-695	106	17	consumption	consumption	NOUN
cet-695	106	18	in	in	ADP
cet-695	106	19	the	the	DET
cet-695	106	20	hospitals	hospital	NOUN
cet-695	106	21	.	.	PUNCT
cet-695	107	1	therefore	therefore	ADV
cet-695	107	2	,	,	PUNCT
cet-695	107	3	the	the	DET
cet-695	107	4	quality	quality	NOUN
cet-695	107	5	and	and	CCONJ
cet-695	107	6	amount	amount	NOUN
cet-695	107	7	of	of	ADP
cet-695	107	8	data	datum	NOUN
cet-695	107	9	are	be	AUX
cet-695	107	10	the	the	DET
cet-695	107	11	most	most	ADV
cet-695	107	12	dominant	dominant	ADJ
cet-695	107	13	factor	factor	NOUN
cet-695	107	14	that	that	PRON
cet-695	107	15	determines	determine	VERB
cet-695	107	16	the	the	DET
cet-695	107	17	performance	performance	NOUN
cet-695	107	18	of	of	ADP
cet-695	107	19	a	a	DET
cet-695	107	20	regression	regression	NOUN
cet-695	107	21	model	model	NOUN
cet-695	107	22	.	.	PUNCT
cet-695	108	1	a	a	DET
cet-695	108	2	good	good	ADJ
cet-695	108	3	regression	regression	NOUN
cet-695	108	4	model	model	NOUN
cet-695	108	5	may	may	AUX
cet-695	108	6	not	not	PART
cet-695	108	7	be	be	AUX
cet-695	108	8	obtained	obtain	VERB
cet-695	108	9	for	for	ADP
cet-695	108	10	smaller	small	ADJ
cet-695	108	11	hospitals	hospital	NOUN
cet-695	108	12	,	,	PUNCT
cet-695	108	13	where	where	SCONJ
cet-695	108	14	most	most	ADJ
cet-695	108	15	data	datum	NOUN
cet-695	108	16	are	be	AUX
cet-695	108	17	not	not	PART
cet-695	108	18	well	well	ADV
cet-695	108	19	organized	organize	VERB
cet-695	108	20	and	and	CCONJ
cet-695	108	21	recorded	record	VERB
cet-695	108	22	due	due	ADP
cet-695	108	23	to	to	ADP
cet-695	108	24	a	a	DET
cet-695	108	25	lack	lack	NOUN
cet-695	108	26	of	of	ADP
cet-695	108	27	personnel	personnel	NOUN
cet-695	108	28	,	,	PUNCT
cet-695	108	29	equipment	equipment	NOUN
cet-695	108	30	and	and	CCONJ
cet-695	108	31	financial	financial	ADJ
cet-695	108	32	resources	resource	NOUN
cet-695	108	33	.	.	PUNCT
cet-695	109	1	for	for	ADP
cet-695	109	2	large	large	ADJ
cet-695	109	3	hospitals	hospital	NOUN
cet-695	109	4	,	,	PUNCT
cet-695	109	5	there	there	PRON
cet-695	109	6	are	be	VERB
cet-695	109	7	many	many	ADJ
cet-695	109	8	departments	department	NOUN
cet-695	109	9	and	and	CCONJ
cet-695	109	10	large	large	ADJ
cet-695	109	11	scale	scale	NOUN
cet-695	109	12	medical	medical	ADJ
cet-695	109	13	equipment	equipment	NOUN
cet-695	109	14	,	,	PUNCT
cet-695	109	15	investigation	investigation	NOUN
cet-695	109	16	on	on	ADP
cet-695	109	17	the	the	DET
cet-695	109	18	electrical	electrical	ADJ
cet-695	109	19	energy	energy	NOUN
cet-695	109	20	consumption	consumption	NOUN
cet-695	109	21	and	and	CCONJ
cet-695	109	22	operation	operation	NOUN
cet-695	109	23	time	time	NOUN
cet-695	109	24	in	in	ADP
cet-695	109	25	these	these	DET
cet-695	109	26	particular	particular	ADJ
cet-695	109	27	areas	area	NOUN
cet-695	109	28	can	can	AUX
cet-695	109	29	be	be	AUX
cet-695	109	30	the	the	DET
cet-695	109	31	future	future	ADJ
cet-695	109	32	challenge	challenge	NOUN
cet-695	109	33	to	to	PART
cet-695	109	34	learn	learn	VERB
cet-695	109	35	how	how	SCONJ
cet-695	109	36	these	these	DET
cet-695	109	37	factors	factor	NOUN
cet-695	109	38	impact	impact	VERB
cet-695	109	39	the	the	DET
cet-695	109	40	electrical	electrical	ADJ
cet-695	109	41	energy	energy	NOUN
cet-695	109	42	consumption	consumption	NOUN
cet-695	109	43	in	in	ADP
cet-695	109	44	the	the	DET
cet-695	109	45	hospitals	hospital	NOUN
cet-695	109	46	.	.	PUNCT
cet-695	110	1	references	reference	NOUN
cet-695	110	2	chung	chung	PROPN
cet-695	110	3	w.	w.	PROPN
cet-695	110	4	,	,	PUNCT
cet-695	110	5	hui	hui	PROPN
cet-695	110	6	y.v	y.v	PROPN
cet-695	110	7	.	.	PROPN
cet-695	110	8	,	,	PUNCT
cet-695	110	9	lam	lam	PROPN
cet-695	110	10	y.m	y.m	PROPN
cet-695	110	11	.	.	PROPN
cet-695	110	12	,	,	PUNCT
cet-695	110	13	2006	2006	NUM
cet-695	110	14	,	,	PUNCT
cet-695	110	15	benchmarking	benchmarke	VERB
cet-695	110	16	the	the	DET
cet-695	110	17	energy	energy	NOUN
cet-695	110	18	efficiency	efficiency	NOUN
cet-695	110	19	of	of	ADP
cet-695	110	20	commercial	commercial	ADJ
cet-695	110	21	buildings	building	NOUN
cet-695	110	22	,	,	PUNCT
cet-695	110	23	applied	apply	VERB
cet-695	110	24	energy	energy	NOUN
cet-695	110	25	,	,	PUNCT
cet-695	110	26	83	83	NUM
cet-695	110	27	,	,	PUNCT
cet-695	110	28	1	1	NUM
cet-695	110	29	-	-	SYM
cet-695	110	30	14	14	NUM
cet-695	110	31	.	.	PUNCT
cet-695	111	1	department	department	NOUN
cet-695	111	2	of	of	ADP
cet-695	111	3	alternative	alternative	ADJ
cet-695	111	4	energy	energy	NOUN
cet-695	111	5	development	development	NOUN
cet-695	111	6	and	and	CCONJ
cet-695	111	7	efficiency	efficiency	NOUN
cet-695	111	8	,	,	PUNCT
cet-695	111	9	2016	2016	NUM
cet-695	111	10	,	,	PUNCT
cet-695	111	11	annual	annual	ADJ
cet-695	111	12	energy	energy	NOUN
cet-695	111	13	management	management	NOUN
cet-695	111	14	report	report	NOUN
cet-695	111	15	,	,	PUNCT
cet-695	111	16	ministry	ministry	PROPN
cet-695	111	17	of	of	ADP
cet-695	111	18	energy	energy	PROPN
cet-695	111	19	,	,	PUNCT
cet-695	111	20	thailand	thailand	PROPN
cet-695	111	21	.	.	PUNCT
cet-695	112	1	department	department	PROPN
cet-695	112	2	of	of	ADP
cet-695	112	3	alternative	alternative	ADJ
cet-695	112	4	energy	energy	NOUN
cet-695	112	5	development	development	NOUN
cet-695	112	6	and	and	CCONJ
cet-695	112	7	efficiency	efficiency	NOUN
cet-695	112	8	,	,	PUNCT
cet-695	112	9	2016	2016	NUM
cet-695	112	10	,	,	PUNCT
cet-695	112	11	energy	energy	NOUN
cet-695	112	12	balance	balance	NOUN
cet-695	112	13	of	of	ADP
cet-695	112	14	thailand	thailand	PROPN
cet-695	112	15	2016	2016	NUM
cet-695	112	16	,	,	PUNCT
cet-695	112	17	ministry	ministry	NOUN
cet-695	112	18	of	of	ADP
cet-695	112	19	energy	energy	NOUN
cet-695	112	20	<	<	X
cet-695	112	21	www.dede.go.th	www.dede.go.th	X
cet-695	112	22	>	>	X
cet-695	112	23	accessed	access	VERB
cet-695	112	24	04.06.2018	04.06.2018	NOUN
cet-695	112	25	.	.	PUNCT
cet-695	113	1	jing	jing	PROPN
cet-695	113	2	r.	r.	PROPN
cet-695	113	3	,	,	PUNCT
cet-695	113	4	wang	wang	PROPN
cet-695	113	5	m.	m.	PROPN
cet-695	113	6	,	,	PUNCT
cet-695	113	7	zhang	zhang	PROPN
cet-695	113	8	r.	r.	PROPN
cet-695	113	9	,	,	PUNCT
cet-695	113	10	li	li	PROPN
cet-695	113	11	n.	n.	PROPN
cet-695	113	12	,	,	PUNCT
cet-695	113	13	zhao	zhao	PROPN
cet-695	113	14	y.	y.	PROPN
cet-695	113	15	,	,	PUNCT
cet-695	113	16	2017	2017	NUM
cet-695	113	17	,	,	PUNCT
cet-695	113	18	a	a	DET
cet-695	113	19	study	study	NOUN
cet-695	113	20	on	on	ADP
cet-695	113	21	energy	energy	NOUN
cet-695	113	22	performance	performance	NOUN
cet-695	113	23	of	of	ADP
cet-695	113	24	30	30	NUM
cet-695	113	25	commercial	commercial	ADJ
cet-695	113	26	office	office	NOUN
cet-695	113	27	buildings	building	NOUN
cet-695	113	28	in	in	ADP
cet-695	113	29	hong	hong	PROPN
cet-695	113	30	kong	kong	PROPN
cet-695	113	31	,	,	PUNCT
cet-695	113	32	energy	energy	NOUN
cet-695	113	33	and	and	CCONJ
cet-695	113	34	buildings	building	NOUN
cet-695	113	35	,	,	PUNCT
cet-695	113	36	144	144	NUM
cet-695	113	37	,	,	PUNCT
cet-695	113	38	117	117	NUM
cet-695	113	39	-	-	SYM
cet-695	113	40	128	128	NUM
cet-695	113	41	.	.	PUNCT
cet-695	114	1	montgomery	montgomery	PROPN
cet-695	114	2	d.c	d.c	PROPN
cet-695	114	3	.	.	PROPN
cet-695	114	4	,	,	PUNCT
cet-695	114	5	peck	peck	AUX
cet-695	114	6	e.a	e.a	PROPN
cet-695	114	7	.	.	PROPN
cet-695	114	8	,	,	PUNCT
cet-695	114	9	vining	vine	VERB
cet-695	114	10	g.g	g.g	PROPN
cet-695	114	11	.	.	PROPN
cet-695	114	12	,	,	PUNCT
cet-695	114	13	2006	2006	NUM
cet-695	114	14	,	,	PUNCT
cet-695	114	15	introduction	introduction	NOUN
cet-695	114	16	to	to	PART
cet-695	114	17	linear	linear	VERB
cet-695	114	18	regression	regression	NOUN
cet-695	114	19	analysis	analysis	NOUN
cet-695	114	20	,	,	PUNCT
cet-695	114	21	john	john	PROPN
cet-695	114	22	wiley	wiley	PROPN
cet-695	114	23	&	&	CCONJ
cet-695	114	24	sons	sons	PROPN
cet-695	114	25	,	,	PUNCT
cet-695	114	26	inc	inc	PROPN
cet-695	114	27	.	.	PROPN
cet-695	114	28	,	,	PUNCT
cet-695	114	29	hoboken	hoboken	PROPN
cet-695	114	30	,	,	PUNCT
cet-695	114	31	new	new	PROPN
cet-695	114	32	jersey	jersey	PROPN
cet-695	114	33	,	,	PUNCT
cet-695	114	34	usa	usa	PROPN
cet-695	114	35	.	.	PROPN
cet-695	114	36	moriarty	moriarty	PROPN
cet-695	114	37	j.p	j.p	PROPN
cet-695	114	38	.	.	PROPN
cet-695	114	39	,	,	PUNCT
cet-695	114	40	2011	2011	NUM
cet-695	114	41	,	,	PUNCT
cet-695	114	42	a	a	DET
cet-695	114	43	theory	theory	NOUN
cet-695	114	44	of	of	ADP
cet-695	114	45	benchmarking	benchmarke	VERB
cet-695	114	46	,	,	PUNCT
cet-695	114	47	benchmarking	benchmarke	VERB
cet-695	114	48	:	:	PUNCT
cet-695	114	49	an	an	DET
cet-695	114	50	international	international	ADJ
cet-695	114	51	journal	journal	NOUN
cet-695	114	52	,	,	PUNCT
cet-695	114	53	18(4	18(4	NUM
cet-695	114	54	)	)	PUNCT
cet-695	114	55	,	,	PUNCT
cet-695	114	56	588	588	NUM
cet-695	114	57	-	-	SYM
cet-695	114	58	611	611	NUM
cet-695	114	59	.	.	PUNCT
cet-695	115	1	sahamir	sahamir	PROPN
cet-695	116	1	s.r	s.r	PROPN
cet-695	116	2	.	.	PROPN
cet-695	116	3	,	,	PUNCT
cet-695	116	4	zakaria	zakaria	PROPN
cet-695	116	5	r.	r.	PROPN
cet-695	116	6	,	,	PUNCT
cet-695	116	7	alqaifi	alqaifi	PROPN
cet-695	116	8	g.	g.	PROPN
cet-695	116	9	,	,	PUNCT
cet-695	116	10	abidin	abidin	PROPN
cet-695	116	11	n.i	n.i	PROPN
cet-695	116	12	.	.	PROPN
cet-695	116	13	,	,	PUNCT
cet-695	116	14	rooshdi	rooshdi	PROPN
cet-695	116	15	r.r.r.m	r.r.r.m	PROPN
cet-695	116	16	.	.	PROPN
cet-695	116	17	,	,	PUNCT
cet-695	116	18	2017	2017	NUM
cet-695	116	19	,	,	PUNCT
cet-695	116	20	investigation	investigation	NOUN
cet-695	116	21	of	of	ADP
cet-695	116	22	green	green	ADJ
cet-695	116	23	assessment	assessment	NOUN
cet-695	116	24	criteria	criterion	NOUN
cet-695	116	25	and	and	CCONJ
cet-695	116	26	sub	sub	NOUN
cet-695	116	27	-	-	NOUN
cet-695	116	28	criteria	criterion	NOUN
cet-695	116	29	for	for	ADP
cet-695	116	30	public	public	ADJ
cet-695	116	31	hospital	hospital	NOUN
cet-695	116	32	building	building	NOUN
cet-695	116	33	development	development	NOUN
cet-695	116	34	in	in	ADP
cet-695	116	35	malaysia	malaysia	PROPN
cet-695	116	36	,	,	PUNCT
cet-695	116	37	chemical	chemical	ADJ
cet-695	116	38	engineering	engineering	NOUN
cet-695	116	39	transactions	transaction	NOUN
cet-695	116	40	,	,	PUNCT
cet-695	116	41	56	56	NUM
cet-695	116	42	,	,	PUNCT
cet-695	116	43	307	307	NUM
cet-695	116	44	-	-	SYM
cet-695	116	45	312	312	NUM
cet-695	116	46	.	.	PUNCT
cet-695	117	1	thinate	thinate	PROPN
cet-695	117	2	n.	n.	NOUN
cet-695	117	3	,	,	PUNCT
cet-695	117	4	wongsapai	wongsapai	PROPN
cet-695	117	5	w.	w.	PROPN
cet-695	117	6	,	,	PUNCT
cet-695	117	7	damrongsak	damrongsak	PROPN
cet-695	117	8	d.	d.	PROPN
cet-695	117	9	,	,	PUNCT
cet-695	117	10	2017	2017	NUM
cet-695	117	11	,	,	PUNCT
cet-695	117	12	energy	energy	NOUN
cet-695	117	13	performance	performance	NOUN
cet-695	117	14	study	study	NOUN
cet-695	117	15	in	in	ADP
cet-695	117	16	thailand	thailand	PROPN
cet-695	117	17	hospital	hospital	PROPN
cet-695	117	18	building	building	PROPN
cet-695	117	19	,	,	PUNCT
cet-695	117	20	energy	energy	NOUN
cet-695	117	21	procedia	procedia	NOUN
cet-695	117	22	,	,	PUNCT
cet-695	117	23	141	141	NUM
cet-695	117	24	,	,	PUNCT
cet-695	117	25	255–259	255–259	NUM
cet-695	117	26	.	.	PUNCT
cet-695	118	1	tian	tian	PROPN
cet-695	118	2	q.	q.	PROPN
cet-695	118	3	,	,	PUNCT
cet-695	118	4	2016	2016	NUM
cet-695	118	5	,	,	PUNCT
cet-695	118	6	application	application	NOUN
cet-695	118	7	of	of	ADP
cet-695	118	8	the	the	DET
cet-695	118	9	method	method	NOUN
cet-695	118	10	of	of	ADP
cet-695	118	11	mathematical	mathematical	ADJ
cet-695	118	12	regression	regression	NOUN
cet-695	118	13	to	to	ADP
cet-695	118	14	financial	financial	ADJ
cet-695	118	15	status	status	NOUN
cet-695	118	16	analysis	analysis	NOUN
cet-695	118	17	,	,	PUNCT
cet-695	118	18	chemical	chemical	NOUN
cet-695	118	19	engineering	engineering	NOUN
cet-695	118	20	transactions	transaction	NOUN
cet-695	118	21	,	,	PUNCT
cet-695	118	22	51	51	NUM
cet-695	118	23	,	,	PUNCT
cet-695	118	24	703	703	NUM
cet-695	118	25	-	-	SYM
cet-695	118	26	708	708	NUM
cet-695	118	27	.	.	PUNCT
cet-695	119	1	wang	wang	PROPN
cet-695	119	2	z.	z.	PROPN
cet-695	119	3	,	,	PUNCT
cet-695	119	4	bulut	bulut	PROPN
cet-695	119	5	e.	e.	PROPN
cet-695	119	6	,	,	PUNCT
cet-695	119	7	szymanski	szymanski	PROPN
cet-695	119	8	b.k	b.k	INTJ
cet-695	119	9	.	.	PROPN
cet-695	119	10	,	,	PUNCT
cet-695	119	11	2010	2010	NUM
cet-695	119	12	,	,	PUNCT
cet-695	119	13	distributed	distribute	VERB
cet-695	119	14	energy	energy	NOUN
cet-695	119	15	-	-	PUNCT
cet-695	119	16	efficient	efficient	ADJ
cet-695	119	17	target	target	NOUN
cet-695	119	18	tracking	tracking	NOUN
cet-695	119	19	with	with	ADP
cet-695	119	20	binary	binary	ADJ
cet-695	119	21	sensor	sensor	NOUN
cet-695	119	22	networks	network	NOUN
cet-695	119	23	,	,	PUNCT
cet-695	119	24	acm	acm	NOUN
cet-695	119	25	transactions	transaction	NOUN
cet-695	119	26	on	on	ADP
cet-695	119	27	sensor	sensor	NOUN
cet-695	119	28	networks	network	NOUN
cet-695	119	29	,	,	PUNCT
cet-695	119	30	6(4	6(4	NUM
cet-695	119	31	)	)	PUNCT
cet-695	119	32	,	,	PUNCT
cet-695	119	33	2084	2084	NUM
cet-695	119	34	-	-	SYM
cet-695	119	35	2095	2095	NUM
cet-695	119	36	.	.	PUNCT
cet-695	120	1	yang	yang	PROPN
cet-695	120	2	n.	n.	PROPN
cet-695	120	3	,	,	PUNCT
cet-695	120	4	li	li	PROPN
cet-695	120	5	z.	z.	PROPN
cet-695	120	6	,	,	PUNCT
cet-695	120	7	feng	feng	PROPN
cet-695	120	8	y.	y.	PROPN
cet-695	120	9	,	,	PUNCT
cet-695	120	10	2017	2017	NUM
cet-695	120	11	,	,	PUNCT
cet-695	120	12	empirical	empirical	ADJ
cet-695	120	13	study	study	NOUN
cet-695	120	14	for	for	ADP
cet-695	120	15	influencing	influence	VERB
cet-695	120	16	factors	factor	NOUN
cet-695	120	17	on	on	ADP
cet-695	120	18	environmental	environmental	ADJ
cet-695	120	19	accounting	accounting	NOUN
cet-695	120	20	information	information	NOUN
cet-695	120	21	disclosure	disclosure	NOUN
cet-695	120	22	in	in	ADP
cet-695	120	23	chemical	chemical	NOUN
cet-695	120	24	industry	industry	NOUN
cet-695	120	25	,	,	PUNCT
cet-695	120	26	chemical	chemical	NOUN
cet-695	120	27	engineering	engineering	NOUN
cet-695	120	28	transactions	transaction	NOUN
cet-695	120	29	,	,	PUNCT
cet-695	120	30	62	62	NUM
cet-695	120	31	,	,	PUNCT
cet-695	120	32	1591	1591	NUM
cet-695	120	33	-	-	SYM
cet-695	120	34	1596	1596	NUM
cet-695	120	35	.	.	PUNCT
cet-695	121	1	1590	1590	NUM