id	sid	tid	token	lemma	pos
cet-15741	1	1	doi	doi	NOUN
cet-15741	1	2	:	:	PUNCT
cet-15741	1	3	10.3303	10.3303	NUM
cet-15741	1	4	/	/	SYM
cet-15741	1	5	cet25121014	cet25121014	PROPN
cet-15741	1	6	paper	paper	NOUN
cet-15741	1	7	received	receive	VERB
cet-15741	1	8	:	:	PUNCT
cet-15741	1	9	23	23	NUM
cet-15741	1	10	august	august	PROPN
cet-15741	1	11	2025	2025	NUM
cet-15741	1	12	;	;	PUNCT
cet-15741	1	13	revised	revise	VERB
cet-15741	1	14	:	:	PUNCT
cet-15741	1	15	15	15	NUM
cet-15741	1	16	november	november	NOUN
cet-15741	1	17	2025	2025	NUM
cet-15741	1	18	;	;	PUNCT
cet-15741	1	19	accepted	accept	VERB
cet-15741	1	20	:	:	PUNCT
cet-15741	1	21	03	03	NUM
cet-15741	1	22	december	december	PROPN
cet-15741	1	23	2025	2025	NUM
cet-15741	1	24	please	please	INTJ
cet-15741	1	25	cite	cite	VERB
cet-15741	1	26	this	this	DET
cet-15741	1	27	article	article	NOUN
cet-15741	1	28	as	as	ADP
cet-15741	1	29	:	:	PUNCT
cet-15741	1	30	semjén	semjén	PROPN
cet-15741	1	31	á.á	á.á	PROPN
cet-15741	1	32	.	.	PROPN
cet-15741	1	33	,	,	PUNCT
cet-15741	1	34	ajtayné	ajtayné	VERB
cet-15741	1	35	károlyfi	károlyfi	PROPN
cet-15741	1	36	k.	k.	PROPN
cet-15741	1	37	,	,	PUNCT
cet-15741	1	38	szép	szép	PROPN
cet-15741	1	39	j.	j.	PROPN
cet-15741	1	40	,	,	PUNCT
cet-15741	1	41	2025	2025	NUM
cet-15741	1	42	,	,	PUNCT
cet-15741	1	43	integration	integration	NOUN
cet-15741	1	44	of	of	ADP
cet-15741	1	45	bim	bim	NOUN
cet-15741	1	46	and	and	CCONJ
cet-15741	1	47	parametric	parametric	ADJ
cet-15741	1	48	modeling	modeling	NOUN
cet-15741	1	49	for	for	ADP
cet-15741	1	50	sustainable	sustainable	ADJ
cet-15741	1	51	building	building	NOUN
cet-15741	1	52	design	design	NOUN
cet-15741	1	53	,	,	PUNCT
cet-15741	1	54	chemical	chemical	NOUN
cet-15741	1	55	engineering	engineering	NOUN
cet-15741	1	56	transactions	transaction	NOUN
cet-15741	1	57	,	,	PUNCT
cet-15741	1	58	121	121	NUM
cet-15741	1	59	,	,	PUNCT
cet-15741	1	60	79	79	NUM
cet-15741	1	61	-	-	SYM
cet-15741	1	62	84	84	NUM
cet-15741	1	63	doi:10.3303	doi:10.3303	NOUN
cet-15741	1	64	/	/	SYM
cet-15741	1	65	cet25121014	cet25121014	NOUN
cet-15741	1	66	chemical	chemical	PROPN
cet-15741	1	67	engineering	engineering	NOUN
cet-15741	1	68	transactions	transaction	NOUN
cet-15741	1	69	vol	vol	NOUN
cet-15741	1	70	.	.	PROPN
cet-15741	1	71	121	121	NUM
cet-15741	1	72	,	,	PUNCT
cet-15741	1	73	2025	2025	NUM
cet-15741	1	74	a	a	DET
cet-15741	1	75	publication	publication	NOUN
cet-15741	1	76	of	of	ADP
cet-15741	1	77	the	the	DET
cet-15741	1	78	italian	italian	ADJ
cet-15741	1	79	association	association	NOUN
cet-15741	1	80	of	of	ADP
cet-15741	1	81	chemical	chemical	PROPN
cet-15741	1	82	engineering	engineering	NOUN
cet-15741	1	83	online	online	ADV
cet-15741	1	84	at	at	ADP
cet-15741	1	85	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15741	1	86	guest	guest	NOUN
cet-15741	1	87	editors	editor	NOUN
cet-15741	1	88	:	:	PUNCT
cet-15741	1	89	petar	petar	PROPN
cet-15741	1	90	s.	s.	PROPN
cet-15741	1	91	varbanov	varbanov	PROPN
cet-15741	1	92	copyright	copyright	NOUN
cet-15741	1	93	©	©	PROPN
cet-15741	1	94	2025	2025	NUM
cet-15741	1	95	,	,	PUNCT
cet-15741	1	96	aidic	aidic	ADJ
cet-15741	1	97	servizi	servizi	PROPN
cet-15741	1	98	s.r.l	s.r.l	NOUN
cet-15741	1	99	.	.	PUNCT
cet-15741	2	1	isbn	isbn	PROPN
cet-15741	2	2	979	979	NUM
cet-15741	2	3	-	-	SYM
cet-15741	2	4	12	12	NUM
cet-15741	2	5	-	-	PUNCT
cet-15741	2	6	81206	81206	NUM
cet-15741	2	7	-	-	SYM
cet-15741	2	8	22	22	NUM
cet-15741	2	9	-	-	SYM
cet-15741	2	10	9	9	NUM
cet-15741	2	11	;	;	PUNCT
cet-15741	2	12	issn	issn	PROPN
cet-15741	2	13	2283	2283	NUM
cet-15741	2	14	-	-	SYM
cet-15741	2	15	9216	9216	NUM
cet-15741	2	16	integration	integration	NOUN
cet-15741	2	17	of	of	ADP
cet-15741	2	18	bim	bim	NOUN
cet-15741	2	19	and	and	CCONJ
cet-15741	2	20	parametric	parametric	ADJ
cet-15741	2	21	modeling	modeling	NOUN
cet-15741	2	22	for	for	ADP
cet-15741	2	23	sustainable	sustainable	ADJ
cet-15741	2	24	building	building	NOUN
cet-15741	2	25	design	design	NOUN
cet-15741	2	26	álmos	álmos	ADJ
cet-15741	2	27	á	á	PROPN
cet-15741	2	28	.	.	PUNCT
cet-15741	2	29	semjéna	semjéna	PROPN
cet-15741	2	30	,	,	PUNCT
cet-15741	2	31	b	b	NUM
cet-15741	2	32	,	,	PUNCT
cet-15741	2	33	kitti	kitti	PROPN
cet-15741	2	34	ajtayné	ajtayné	NOUN
cet-15741	2	35	károlyfi*,b	károlyfi*,b	NOUN
cet-15741	2	36	,	,	PUNCT
cet-15741	2	37	jános	jáno	VERB
cet-15741	2	38	szépb	szépb	ADV
cet-15741	2	39	awest	aw	ADJ
cet-15741	2	40	hungária	hungária	PROPN
cet-15741	2	41	bau	bau	PROPN
cet-15741	2	42	kft	kft	PROPN
cet-15741	2	43	,	,	PUNCT
cet-15741	2	44	budapest	budapest	PROPN
cet-15741	2	45	,	,	PUNCT
cet-15741	2	46	hungary	hungary	PROPN
cet-15741	2	47	bdepartment	bdepartment	NOUN
cet-15741	2	48	of	of	ADP
cet-15741	2	49	structural	structural	ADJ
cet-15741	2	50	and	and	CCONJ
cet-15741	2	51	geotechnical	geotechnical	ADJ
cet-15741	2	52	engineering	engineering	NOUN
cet-15741	2	53	,	,	PUNCT
cet-15741	2	54	széchenyi	széchenyi	PROPN
cet-15741	2	55	istván	istván	PROPN
cet-15741	2	56	university	university	PROPN
cet-15741	2	57	,	,	PUNCT
cet-15741	2	58	egyetem	egyetem	NOUN
cet-15741	2	59	tér	tér	PROPN
cet-15741	2	60	1	1	NUM
cet-15741	2	61	,	,	PUNCT
cet-15741	2	62	9026	9026	NUM
cet-15741	2	63	győr	győr	PROPN
cet-15741	2	64	,	,	PUNCT
cet-15741	2	65	hungary	hungary	PROPN
cet-15741	2	66	karolyfi.kitti@sze.hu	karolyfi.kitti@sze.hu	PROPN
cet-15741	2	67	due	due	ADJ
cet-15741	2	68	to	to	ADP
cet-15741	2	69	increasingly	increasingly	ADV
cet-15741	2	70	stringent	stringent	ADJ
cet-15741	2	71	environmental	environmental	ADJ
cet-15741	2	72	regulations	regulation	NOUN
cet-15741	2	73	and	and	CCONJ
cet-15741	2	74	the	the	DET
cet-15741	2	75	significant	significant	ADJ
cet-15741	2	76	environmental	environmental	ADJ
cet-15741	2	77	impact	impact	NOUN
cet-15741	2	78	associated	associate	VERB
cet-15741	2	79	with	with	ADP
cet-15741	2	80	the	the	DET
cet-15741	2	81	construction	construction	NOUN
cet-15741	2	82	,	,	PUNCT
cet-15741	2	83	execution	execution	NOUN
cet-15741	2	84	,	,	PUNCT
cet-15741	2	85	operation	operation	NOUN
cet-15741	2	86	,	,	PUNCT
cet-15741	2	87	and	and	CCONJ
cet-15741	2	88	renovation	renovation	NOUN
cet-15741	2	89	of	of	ADP
cet-15741	2	90	buildings	building	NOUN
cet-15741	2	91	,	,	PUNCT
cet-15741	2	92	sustainability	sustainability	NOUN
cet-15741	2	93	is	be	AUX
cet-15741	2	94	receiving	receive	VERB
cet-15741	2	95	growing	grow	VERB
cet-15741	2	96	emphasis	emphasis	NOUN
cet-15741	2	97	in	in	ADP
cet-15741	2	98	the	the	DET
cet-15741	2	99	construction	construction	NOUN
cet-15741	2	100	industry	industry	NOUN
cet-15741	2	101	.	.	PUNCT
cet-15741	3	1	the	the	DET
cet-15741	3	2	shortand	shortand	NOUN
cet-15741	3	3	long	long	ADJ
cet-15741	3	4	-	-	PUNCT
cet-15741	3	5	term	term	NOUN
cet-15741	3	6	environmental	environmental	ADJ
cet-15741	3	7	impact	impact	NOUN
cet-15741	3	8	of	of	ADP
cet-15741	3	9	a	a	DET
cet-15741	3	10	building	building	NOUN
cet-15741	3	11	is	be	AUX
cet-15741	3	12	influenced	influence	VERB
cet-15741	3	13	by	by	ADP
cet-15741	3	14	numerous	numerous	ADJ
cet-15741	3	15	factors	factor	NOUN
cet-15741	3	16	:	:	PUNCT
cet-15741	3	17	during	during	ADP
cet-15741	3	18	the	the	DET
cet-15741	3	19	design	design	NOUN
cet-15741	3	20	phase	phase	NOUN
cet-15741	3	21	,	,	PUNCT
cet-15741	3	22	for	for	ADP
cet-15741	3	23	example	example	NOUN
cet-15741	3	24	,	,	PUNCT
cet-15741	3	25	location	location	NOUN
cet-15741	3	26	,	,	PUNCT
cet-15741	3	27	geometry	geometry	NOUN
cet-15741	3	28	,	,	PUNCT
cet-15741	3	29	materials	material	NOUN
cet-15741	3	30	used	use	VERB
cet-15741	3	31	,	,	PUNCT
cet-15741	3	32	and	and	CCONJ
cet-15741	3	33	building	building	NOUN
cet-15741	3	34	services	service	NOUN
cet-15741	3	35	systems	system	NOUN
cet-15741	3	36	play	play	VERB
cet-15741	3	37	a	a	DET
cet-15741	3	38	key	key	ADJ
cet-15741	3	39	role	role	NOUN
cet-15741	3	40	,	,	PUNCT
cet-15741	3	41	but	but	CCONJ
cet-15741	3	42	the	the	DET
cet-15741	3	43	methods	method	NOUN
cet-15741	3	44	applied	apply	VERB
cet-15741	3	45	during	during	ADP
cet-15741	3	46	construction	construction	NOUN
cet-15741	3	47	,	,	PUNCT
cet-15741	3	48	the	the	DET
cet-15741	3	49	logistical	logistical	ADJ
cet-15741	3	50	aspects	aspect	NOUN
cet-15741	3	51	,	,	PUNCT
cet-15741	3	52	the	the	DET
cet-15741	3	53	organization	organization	NOUN
cet-15741	3	54	and	and	CCONJ
cet-15741	3	55	quality	quality	NOUN
cet-15741	3	56	of	of	ADP
cet-15741	3	57	operational	operational	ADJ
cet-15741	3	58	and	and	CCONJ
cet-15741	3	59	maintenance	maintenance	NOUN
cet-15741	3	60	processes	process	NOUN
cet-15741	3	61	,	,	PUNCT
cet-15741	3	62	as	as	ADV
cet-15741	3	63	well	well	ADV
cet-15741	3	64	as	as	ADP
cet-15741	3	65	waste	waste	NOUN
cet-15741	3	66	management	management	NOUN
cet-15741	3	67	during	during	ADP
cet-15741	3	68	renovation	renovation	NOUN
cet-15741	3	69	or	or	CCONJ
cet-15741	3	70	demolition	demolition	NOUN
cet-15741	3	71	at	at	ADP
cet-15741	3	72	the	the	DET
cet-15741	3	73	end	end	NOUN
cet-15741	3	74	of	of	ADP
cet-15741	3	75	the	the	DET
cet-15741	3	76	building	building	NOUN
cet-15741	3	77	's	's	PART
cet-15741	3	78	life	life	NOUN
cet-15741	3	79	cycle	cycle	NOUN
cet-15741	3	80	are	be	AUX
cet-15741	3	81	also	also	ADV
cet-15741	3	82	of	of	ADP
cet-15741	3	83	great	great	ADJ
cet-15741	3	84	importance	importance	NOUN
cet-15741	3	85	.	.	PUNCT
cet-15741	4	1	this	this	DET
cet-15741	4	2	study	study	NOUN
cet-15741	4	3	explores	explore	VERB
cet-15741	4	4	how	how	SCONJ
cet-15741	4	5	parametric	parametric	ADJ
cet-15741	4	6	modelling	modelling	NOUN
cet-15741	4	7	and	and	CCONJ
cet-15741	4	8	bim	bim	NOUN
cet-15741	4	9	can	can	AUX
cet-15741	4	10	be	be	AUX
cet-15741	4	11	integrated	integrate	VERB
cet-15741	4	12	to	to	PART
cet-15741	4	13	support	support	VERB
cet-15741	4	14	sustainable	sustainable	ADJ
cet-15741	4	15	building	building	NOUN
cet-15741	4	16	design	design	NOUN
cet-15741	4	17	and	and	CCONJ
cet-15741	4	18	practices	practice	NOUN
cet-15741	4	19	.	.	PUNCT
cet-15741	5	1	this	this	DET
cet-15741	5	2	literature	literature	NOUN
cet-15741	5	3	review	review	NOUN
cet-15741	5	4	presents	present	VERB
cet-15741	5	5	modern	modern	ADJ
cet-15741	5	6	procedures	procedure	NOUN
cet-15741	5	7	and	and	CCONJ
cet-15741	5	8	toolsets	toolset	NOUN
cet-15741	5	9	applicable	applicable	ADJ
cet-15741	5	10	in	in	ADP
cet-15741	5	11	the	the	DET
cet-15741	5	12	design	design	NOUN
cet-15741	5	13	,	,	PUNCT
cet-15741	5	14	construction	construction	NOUN
cet-15741	5	15	,	,	PUNCT
cet-15741	5	16	operation	operation	NOUN
cet-15741	5	17	,	,	PUNCT
cet-15741	5	18	and	and	CCONJ
cet-15741	5	19	demolition	demolition	NOUN
cet-15741	5	20	/	/	SYM
cet-15741	5	21	renovation	renovation	NOUN
cet-15741	5	22	phases	phase	NOUN
cet-15741	5	23	of	of	ADP
cet-15741	5	24	buildings	building	NOUN
cet-15741	5	25	,	,	PUNCT
cet-15741	5	26	and	and	CCONJ
cet-15741	5	27	identifies	identify	VERB
cet-15741	5	28	current	current	ADJ
cet-15741	5	29	research	research	NOUN
cet-15741	5	30	trends	trend	NOUN
cet-15741	5	31	,	,	PUNCT
cet-15741	5	32	gaps	gap	NOUN
cet-15741	5	33	,	,	PUNCT
cet-15741	5	34	and	and	CCONJ
cet-15741	5	35	challenges	challenge	NOUN
cet-15741	5	36	.	.	PUNCT
cet-15741	6	1	the	the	DET
cet-15741	6	2	review	review	NOUN
cet-15741	6	3	highlights	highlight	VERB
cet-15741	6	4	that	that	SCONJ
cet-15741	6	5	the	the	DET
cet-15741	6	6	integration	integration	NOUN
cet-15741	6	7	of	of	ADP
cet-15741	6	8	building	build	VERB
cet-15741	6	9	information	information	NOUN
cet-15741	6	10	modelling	model	VERB
cet-15741	6	11	bim	bim	NOUN
cet-15741	6	12	and	and	CCONJ
cet-15741	6	13	parametric	parametric	ADJ
cet-15741	6	14	modelling	modelling	NOUN
cet-15741	6	15	provides	provide	VERB
cet-15741	6	16	significant	significant	ADJ
cet-15741	6	17	opportunities	opportunity	NOUN
cet-15741	6	18	for	for	ADP
cet-15741	6	19	improving	improve	VERB
cet-15741	6	20	sustainability	sustainability	NOUN
cet-15741	6	21	performance	performance	NOUN
cet-15741	6	22	throughout	throughout	ADP
cet-15741	6	23	the	the	DET
cet-15741	6	24	building	building	NOUN
cet-15741	6	25	life	life	NOUN
cet-15741	6	26	cycle	cycle	NOUN
cet-15741	6	27	.	.	PUNCT
cet-15741	7	1	in	in	ADP
cet-15741	7	2	the	the	DET
cet-15741	7	3	design	design	NOUN
cet-15741	7	4	and	and	CCONJ
cet-15741	7	5	construction	construction	NOUN
cet-15741	7	6	phases	phase	NOUN
cet-15741	7	7	,	,	PUNCT
cet-15741	7	8	these	these	DET
cet-15741	7	9	tools	tool	NOUN
cet-15741	7	10	enable	enable	VERB
cet-15741	7	11	optimisation	optimisation	NOUN
cet-15741	7	12	of	of	ADP
cet-15741	7	13	energy	energy	NOUN
cet-15741	7	14	use	use	NOUN
cet-15741	7	15	,	,	PUNCT
cet-15741	7	16	material	material	NOUN
cet-15741	7	17	efficiency	efficiency	NOUN
cet-15741	7	18	,	,	PUNCT
cet-15741	7	19	and	and	CCONJ
cet-15741	7	20	embodied	embody	VERB
cet-15741	7	21	carbon	carbon	NOUN
cet-15741	7	22	reduction	reduction	NOUN
cet-15741	7	23	,	,	PUNCT
cet-15741	7	24	while	while	SCONJ
cet-15741	7	25	in	in	ADP
cet-15741	7	26	operation	operation	NOUN
cet-15741	7	27	and	and	CCONJ
cet-15741	7	28	refurbishment	refurbishment	NOUN
cet-15741	7	29	,	,	PUNCT
cet-15741	7	30	they	they	PRON
cet-15741	7	31	support	support	VERB
cet-15741	7	32	data	data	NOUN
cet-15741	7	33	-	-	PUNCT
cet-15741	7	34	driven	drive	VERB
cet-15741	7	35	maintenance	maintenance	NOUN
cet-15741	7	36	and	and	CCONJ
cet-15741	7	37	circular	circular	ADJ
cet-15741	7	38	material	material	NOUN
cet-15741	7	39	management	management	NOUN
cet-15741	7	40	.	.	PUNCT
cet-15741	8	1	the	the	DET
cet-15741	8	2	findings	finding	NOUN
cet-15741	8	3	indicate	indicate	VERB
cet-15741	8	4	that	that	SCONJ
cet-15741	8	5	despite	despite	SCONJ
cet-15741	8	6	rapid	rapid	ADJ
cet-15741	8	7	technological	technological	ADJ
cet-15741	8	8	development	development	NOUN
cet-15741	8	9	,	,	PUNCT
cet-15741	8	10	major	major	ADJ
cet-15741	8	11	challenges	challenge	NOUN
cet-15741	8	12	remain	remain	VERB
cet-15741	8	13	in	in	ADP
cet-15741	8	14	interoperability	interoperability	NOUN
cet-15741	8	15	,	,	PUNCT
cet-15741	8	16	standardisation	standardisation	NOUN
cet-15741	8	17	,	,	PUNCT
cet-15741	8	18	and	and	CCONJ
cet-15741	8	19	the	the	DET
cet-15741	8	20	integration	integration	NOUN
cet-15741	8	21	of	of	ADP
cet-15741	8	22	social	social	ADJ
cet-15741	8	23	and	and	CCONJ
cet-15741	8	24	economic	economic	ADJ
cet-15741	8	25	sustainability	sustainability	NOUN
cet-15741	8	26	indicators	indicator	NOUN
cet-15741	8	27	.	.	PUNCT
cet-15741	9	1	1	1	X
cet-15741	9	2	.	.	X
cet-15741	9	3	introduction	introduction	NOUN
cet-15741	9	4	the	the	DET
cet-15741	9	5	construction	construction	NOUN
cet-15741	9	6	industry	industry	NOUN
cet-15741	9	7	has	have	VERB
cet-15741	9	8	a	a	DET
cet-15741	9	9	significant	significant	ADJ
cet-15741	9	10	environmental	environmental	ADJ
cet-15741	9	11	burden	burden	NOUN
cet-15741	9	12	,	,	PUNCT
cet-15741	9	13	particularly	particularly	ADV
cet-15741	9	14	in	in	ADP
cet-15741	9	15	terms	term	NOUN
cet-15741	9	16	of	of	ADP
cet-15741	9	17	energy	energy	NOUN
cet-15741	9	18	consumption	consumption	NOUN
cet-15741	9	19	and	and	CCONJ
cet-15741	9	20	carbon	carbon	NOUN
cet-15741	9	21	emissions	emission	NOUN
cet-15741	9	22	.	.	PUNCT
cet-15741	10	1	according	accord	VERB
cet-15741	10	2	to	to	ADP
cet-15741	10	3	gan	gan	PROPN
cet-15741	10	4	et	et	PROPN
cet-15741	10	5	al	al	PROPN
cet-15741	10	6	.	.	PROPN
cet-15741	11	1	(	(	PUNCT
cet-15741	11	2	2023	2023	NUM
cet-15741	11	3	)	)	PUNCT
cet-15741	11	4	,	,	PUNCT
cet-15741	11	5	material	material	NOUN
cet-15741	11	6	choices	choice	NOUN
cet-15741	11	7	and	and	CCONJ
cet-15741	11	8	design	design	NOUN
cet-15741	11	9	alternatives	alternative	NOUN
cet-15741	11	10	greatly	greatly	ADV
cet-15741	11	11	influence	influence	VERB
cet-15741	11	12	the	the	DET
cet-15741	11	13	lifecycle	lifecycle	NOUN
cet-15741	11	14	carbon	carbon	NOUN
cet-15741	11	15	footprint	footprint	NOUN
cet-15741	11	16	of	of	ADP
cet-15741	11	17	buildings	building	NOUN
cet-15741	11	18	.	.	PUNCT
cet-15741	12	1	sghiri	sghiri	PROPN
cet-15741	12	2	et	et	PROPN
cet-15741	12	3	al	al	PROPN
cet-15741	12	4	.	.	PROPN
cet-15741	13	1	(	(	PUNCT
cet-15741	13	2	2025	2025	NUM
cet-15741	13	3	)	)	PUNCT
cet-15741	13	4	highlight	highlight	VERB
cet-15741	13	5	that	that	SCONJ
cet-15741	13	6	advanced	advanced	ADJ
cet-15741	13	7	technologies	technology	NOUN
cet-15741	13	8	such	such	ADJ
cet-15741	13	9	as	as	ADP
cet-15741	13	10	digital	digital	ADJ
cet-15741	13	11	twins	twin	NOUN
cet-15741	13	12	offer	offer	VERB
cet-15741	13	13	considerable	considerable	ADJ
cet-15741	13	14	potential	potential	NOUN
cet-15741	13	15	for	for	ADP
cet-15741	13	16	improving	improve	VERB
cet-15741	13	17	operational	operational	ADJ
cet-15741	13	18	energy	energy	NOUN
cet-15741	13	19	performance	performance	NOUN
cet-15741	13	20	.	.	PUNCT
cet-15741	14	1	metvaei	metvaei	PROPN
cet-15741	14	2	et	et	PROPN
cet-15741	14	3	al	al	PROPN
cet-15741	14	4	.	.	PROPN
cet-15741	15	1	(	(	PUNCT
cet-15741	15	2	2025	2025	NUM
cet-15741	15	3	)	)	PUNCT
cet-15741	15	4	further	far	ADV
cet-15741	15	5	demonstrate	demonstrate	VERB
cet-15741	15	6	how	how	SCONJ
cet-15741	15	7	bim	bim	NOUN
cet-15741	15	8	-	-	PUNCT
cet-15741	15	9	supported	support	VERB
cet-15741	15	10	prefabrication	prefabrication	NOUN
cet-15741	15	11	workflows	workflow	NOUN
cet-15741	15	12	can	can	AUX
cet-15741	15	13	contribute	contribute	VERB
cet-15741	15	14	to	to	ADP
cet-15741	15	15	reducing	reduce	VERB
cet-15741	15	16	embodied	embody	VERB
cet-15741	15	17	emissions	emission	NOUN
cet-15741	15	18	in	in	ADP
cet-15741	15	19	the	the	DET
cet-15741	15	20	construction	construction	NOUN
cet-15741	15	21	phase	phase	NOUN
cet-15741	15	22	.	.	PUNCT
cet-15741	16	1	considering	consider	VERB
cet-15741	16	2	the	the	DET
cet-15741	16	3	whole	whole	ADJ
cet-15741	16	4	life	life	NOUN
cet-15741	16	5	cycle	cycle	NOUN
cet-15741	16	6	of	of	ADP
cet-15741	16	7	buildings	building	NOUN
cet-15741	16	8	from	from	ADP
cet-15741	16	9	design	design	NOUN
cet-15741	16	10	and	and	CCONJ
cet-15741	16	11	construction	construction	NOUN
cet-15741	16	12	to	to	ADP
cet-15741	16	13	operation	operation	NOUN
cet-15741	16	14	,	,	PUNCT
cet-15741	16	15	renovation	renovation	NOUN
cet-15741	16	16	or	or	CCONJ
cet-15741	16	17	demolition	demolition	NOUN
cet-15741	16	18	,	,	PUNCT
cet-15741	16	19	it	it	PRON
cet-15741	16	20	is	be	AUX
cet-15741	16	21	essential	essential	ADJ
cet-15741	16	22	to	to	PART
cet-15741	16	23	integrate	integrate	VERB
cet-15741	16	24	sustainability	sustainability	NOUN
cet-15741	16	25	considerations	consideration	NOUN
cet-15741	16	26	.	.	PUNCT
cet-15741	17	1	as	as	SCONJ
cet-15741	17	2	environmental	environmental	ADJ
cet-15741	17	3	requirements	requirement	NOUN
cet-15741	17	4	become	become	VERB
cet-15741	17	5	more	more	ADV
cet-15741	17	6	stringent	stringent	ADJ
cet-15741	17	7	and	and	CCONJ
cet-15741	17	8	construction	construction	NOUN
cet-15741	17	9	processes	process	VERB
cet-15741	17	10	more	more	ADV
cet-15741	17	11	complex	complex	ADJ
cet-15741	17	12	,	,	PUNCT
cet-15741	17	13	there	there	PRON
cet-15741	17	14	is	be	VERB
cet-15741	17	15	an	an	DET
cet-15741	17	16	increasing	increase	VERB
cet-15741	17	17	need	need	NOUN
cet-15741	17	18	for	for	ADP
cet-15741	17	19	digital	digital	ADJ
cet-15741	17	20	tools	tool	NOUN
cet-15741	17	21	that	that	PRON
cet-15741	17	22	can	can	AUX
cet-15741	17	23	support	support	VERB
cet-15741	17	24	effective	effective	ADJ
cet-15741	17	25	,	,	PUNCT
cet-15741	17	26	environmentally	environmentally	ADV
cet-15741	17	27	conscious	conscious	ADJ
cet-15741	17	28	decision	decision	NOUN
cet-15741	17	29	-	-	PUNCT
cet-15741	17	30	making	making	NOUN
cet-15741	17	31	(	(	PUNCT
cet-15741	17	32	metvaei	metvaei	NOUN
cet-15741	17	33	et	et	PROPN
cet-15741	17	34	al	al	PROPN
cet-15741	17	35	.	.	PROPN
cet-15741	17	36	,	,	PUNCT
cet-15741	17	37	2025	2025	NUM
cet-15741	17	38	)	)	PUNCT
cet-15741	17	39	.	.	PUNCT
cet-15741	18	1	building	build	VERB
cet-15741	18	2	information	information	NOUN
cet-15741	18	3	modelling	modelling	NOUN
cet-15741	18	4	(	(	PUNCT
cet-15741	18	5	bim	bim	NOUN
cet-15741	18	6	)	)	PUNCT
cet-15741	18	7	is	be	AUX
cet-15741	18	8	a	a	DET
cet-15741	18	9	data	data	NOUN
cet-15741	18	10	-	-	PUNCT
cet-15741	18	11	driven	drive	VERB
cet-15741	18	12	methodology	methodology	NOUN
cet-15741	18	13	that	that	PRON
cet-15741	18	14	organises	organise	VERB
cet-15741	18	15	building	build	VERB
cet-15741	18	16	information	information	NOUN
cet-15741	18	17	within	within	ADP
cet-15741	18	18	a	a	DET
cet-15741	18	19	structured	structured	ADJ
cet-15741	18	20	3d	3d	NUM
cet-15741	18	21	model	model	NOUN
cet-15741	18	22	,	,	PUNCT
cet-15741	18	23	enabling	enable	VERB
cet-15741	18	24	coordination	coordination	NOUN
cet-15741	18	25	across	across	ADP
cet-15741	18	26	all	all	DET
cet-15741	18	27	stages	stage	NOUN
cet-15741	18	28	of	of	ADP
cet-15741	18	29	the	the	DET
cet-15741	18	30	building	building	NOUN
cet-15741	18	31	lifecycle	lifecycle	NOUN
cet-15741	18	32	.	.	PUNCT
cet-15741	19	1	parametric	parametric	ADJ
cet-15741	19	2	modelling	modelling	NOUN
cet-15741	19	3	works	work	NOUN
cet-15741	19	4	in	in	ADP
cet-15741	19	5	parallel	parallel	NOUN
cet-15741	19	6	with	with	ADP
cet-15741	19	7	an	an	DET
cet-15741	19	8	algorithmic	algorithmic	ADJ
cet-15741	19	9	basis	basis	NOUN
cet-15741	19	10	,	,	PUNCT
cet-15741	19	11	allowing	allow	VERB
cet-15741	19	12	for	for	ADP
cet-15741	19	13	the	the	DET
cet-15741	19	14	automatic	automatic	ADJ
cet-15741	19	15	modification	modification	NOUN
cet-15741	19	16	and	and	CCONJ
cet-15741	19	17	optimisation	optimisation	NOUN
cet-15741	19	18	of	of	ADP
cet-15741	19	19	design	design	NOUN
cet-15741	19	20	variables	variable	NOUN
cet-15741	19	21	.	.	PUNCT
cet-15741	20	1	the	the	DET
cet-15741	20	2	integration	integration	NOUN
cet-15741	20	3	of	of	ADP
cet-15741	20	4	the	the	DET
cet-15741	20	5	two	two	NUM
cet-15741	20	6	methods	method	NOUN
cet-15741	20	7	,	,	PUNCT
cet-15741	20	8	i.e.	i.e.	X
cet-15741	20	9	,	,	PUNCT
cet-15741	20	10	the	the	DET
cet-15741	20	11	bim	bim	NOUN
cet-15741	20	12	-	-	PUNCT
cet-15741	20	13	based	base	VERB
cet-15741	20	14	application	application	NOUN
cet-15741	20	15	of	of	ADP
cet-15741	20	16	the	the	DET
cet-15741	20	17	parametric	parametric	ADJ
cet-15741	20	18	approach	approach	NOUN
cet-15741	20	19	,	,	PUNCT
cet-15741	20	20	opens	open	VERB
cet-15741	20	21	up	up	ADP
cet-15741	20	22	new	new	ADJ
cet-15741	20	23	possibilities	possibility	NOUN
cet-15741	20	24	for	for	ADP
cet-15741	20	25	sustainable	sustainable	ADJ
cet-15741	20	26	building	building	NOUN
cet-15741	20	27	design	design	NOUN
cet-15741	20	28	.	.	PUNCT
cet-15741	21	1	the	the	DET
cet-15741	21	2	aim	aim	NOUN
cet-15741	21	3	of	of	ADP
cet-15741	21	4	this	this	DET
cet-15741	21	5	paper	paper	NOUN
cet-15741	21	6	is	be	AUX
cet-15741	21	7	to	to	PART
cet-15741	21	8	show	show	VERB
cet-15741	21	9	how	how	SCONJ
cet-15741	21	10	the	the	DET
cet-15741	21	11	integration	integration	NOUN
cet-15741	21	12	of	of	ADP
cet-15741	21	13	bim	bim	NOUN
cet-15741	21	14	and	and	CCONJ
cet-15741	21	15	parametric	parametric	ADJ
cet-15741	21	16	modelling	modelling	NOUN
cet-15741	21	17	can	can	AUX
cet-15741	21	18	be	be	AUX
cet-15741	21	19	applied	apply	VERB
cet-15741	21	20	throughout	throughout	ADP
cet-15741	21	21	the	the	DET
cet-15741	21	22	life	life	NOUN
cet-15741	21	23	cycle	cycle	NOUN
cet-15741	21	24	of	of	ADP
cet-15741	21	25	a	a	DET
cet-15741	21	26	building	building	NOUN
cet-15741	21	27	to	to	PART
cet-15741	21	28	achieve	achieve	VERB
cet-15741	21	29	sustainability	sustainability	NOUN
cet-15741	21	30	goals	goal	NOUN
cet-15741	21	31	,	,	PUNCT
cet-15741	21	32	presenting	present	VERB
cet-15741	21	33	current	current	ADJ
cet-15741	21	34	research	research	NOUN
cet-15741	21	35	and	and	CCONJ
cet-15741	21	36	practical	practical	ADJ
cet-15741	21	37	application	application	NOUN
cet-15741	21	38	trends	trend	NOUN
cet-15741	21	39	in	in	ADP
cet-15741	21	40	the	the	DET
cet-15741	21	41	design	design	NOUN
cet-15741	21	42	,	,	PUNCT
cet-15741	21	43	construction	construction	NOUN
cet-15741	21	44	,	,	PUNCT
cet-15741	21	45	operation	operation	NOUN
cet-15741	21	46	and	and	CCONJ
cet-15741	21	47	demolition	demolition	NOUN
cet-15741	21	48	or	or	CCONJ
cet-15741	21	49	renovation	renovation	NOUN
cet-15741	21	50	phases	phase	NOUN
cet-15741	21	51	.	.	PUNCT
cet-15741	22	1	79	79	NUM
cet-15741	22	2	the	the	DET
cet-15741	22	3	novelty	novelty	NOUN
cet-15741	22	4	of	of	ADP
cet-15741	22	5	this	this	DET
cet-15741	22	6	paper	paper	NOUN
cet-15741	22	7	lies	lie	VERB
cet-15741	22	8	in	in	ADP
cet-15741	22	9	its	its	PRON
cet-15741	22	10	comprehensive	comprehensive	ADJ
cet-15741	22	11	synthesis	synthesis	NOUN
cet-15741	22	12	of	of	ADP
cet-15741	22	13	recent	recent	ADJ
cet-15741	22	14	research	research	NOUN
cet-15741	22	15	focusing	focus	VERB
cet-15741	22	16	on	on	ADP
cet-15741	22	17	the	the	DET
cet-15741	22	18	integration	integration	NOUN
cet-15741	22	19	of	of	ADP
cet-15741	22	20	bim	bim	NOUN
cet-15741	22	21	and	and	CCONJ
cet-15741	22	22	parametric	parametric	ADJ
cet-15741	22	23	modelling	modelling	NOUN
cet-15741	22	24	for	for	ADP
cet-15741	22	25	sustainable	sustainable	ADJ
cet-15741	22	26	building	building	NOUN
cet-15741	22	27	design	design	NOUN
cet-15741	22	28	and	and	CCONJ
cet-15741	22	29	operation	operation	NOUN
cet-15741	22	30	.	.	PUNCT
cet-15741	23	1	unlike	unlike	ADP
cet-15741	23	2	previous	previous	ADJ
cet-15741	23	3	reviews	review	NOUN
cet-15741	23	4	that	that	PRON
cet-15741	23	5	often	often	ADV
cet-15741	23	6	examine	examine	VERB
cet-15741	23	7	either	either	CCONJ
cet-15741	23	8	bim	bim	NOUN
cet-15741	23	9	-	-	PUNCT
cet-15741	23	10	based	base	VERB
cet-15741	23	11	sustainability	sustainability	NOUN
cet-15741	23	12	assessment	assessment	NOUN
cet-15741	23	13	or	or	CCONJ
cet-15741	23	14	parametric	parametric	ADJ
cet-15741	23	15	optimisation	optimisation	NOUN
cet-15741	23	16	separately	separately	ADV
cet-15741	23	17	,	,	PUNCT
cet-15741	23	18	this	this	DET
cet-15741	23	19	study	study	NOUN
cet-15741	23	20	analyses	analyse	VERB
cet-15741	23	21	their	their	PRON
cet-15741	23	22	combined	combine	VERB
cet-15741	23	23	application	application	NOUN
cet-15741	23	24	across	across	ADP
cet-15741	23	25	all	all	DET
cet-15741	23	26	phases	phase	NOUN
cet-15741	23	27	of	of	ADP
cet-15741	23	28	the	the	DET
cet-15741	23	29	building	building	NOUN
cet-15741	23	30	life	life	NOUN
cet-15741	23	31	cycle	cycle	NOUN
cet-15741	23	32	—	—	PUNCT
cet-15741	23	33	design	design	NOUN
cet-15741	23	34	,	,	PUNCT
cet-15741	23	35	construction	construction	NOUN
cet-15741	23	36	,	,	PUNCT
cet-15741	23	37	operation	operation	NOUN
cet-15741	23	38	,	,	PUNCT
cet-15741	23	39	and	and	CCONJ
cet-15741	23	40	demolition	demolition	NOUN
cet-15741	23	41	or	or	CCONJ
cet-15741	23	42	refurbishment	refurbishment	NOUN
cet-15741	23	43	.	.	PUNCT
cet-15741	24	1	by	by	ADP
cet-15741	24	2	mapping	map	VERB
cet-15741	24	3	current	current	ADJ
cet-15741	24	4	research	research	NOUN
cet-15741	24	5	trends	trend	NOUN
cet-15741	24	6	and	and	CCONJ
cet-15741	24	7	identifying	identify	VERB
cet-15741	24	8	methodological	methodological	ADJ
cet-15741	24	9	gaps	gap	NOUN
cet-15741	24	10	and	and	CCONJ
cet-15741	24	11	challenges	challenge	NOUN
cet-15741	24	12	,	,	PUNCT
cet-15741	24	13	the	the	DET
cet-15741	24	14	paper	paper	NOUN
cet-15741	24	15	contributes	contribute	VERB
cet-15741	24	16	to	to	ADP
cet-15741	24	17	a	a	DET
cet-15741	24	18	more	more	ADV
cet-15741	24	19	holistic	holistic	ADJ
cet-15741	24	20	understanding	understanding	NOUN
cet-15741	24	21	of	of	ADP
cet-15741	24	22	how	how	SCONJ
cet-15741	24	23	digital	digital	ADJ
cet-15741	24	24	tools	tool	NOUN
cet-15741	24	25	can	can	AUX
cet-15741	24	26	jointly	jointly	ADV
cet-15741	24	27	support	support	VERB
cet-15741	24	28	environmental	environmental	ADJ
cet-15741	24	29	performance	performance	NOUN
cet-15741	24	30	improvement	improvement	NOUN
cet-15741	24	31	throughout	throughout	ADP
cet-15741	24	32	the	the	DET
cet-15741	24	33	built	build	VERB
cet-15741	24	34	environment	environment	NOUN
cet-15741	24	35	.	.	PUNCT
cet-15741	25	1	2	2	X
cet-15741	25	2	.	.	X
cet-15741	25	3	research	research	NOUN
cet-15741	25	4	methodology	methodology	NOUN
cet-15741	25	5	this	this	DET
cet-15741	25	6	study	study	NOUN
cet-15741	25	7	explores	explore	VERB
cet-15741	25	8	how	how	SCONJ
cet-15741	25	9	the	the	DET
cet-15741	25	10	integrated	integrated	ADJ
cet-15741	25	11	application	application	NOUN
cet-15741	25	12	of	of	ADP
cet-15741	25	13	building	build	VERB
cet-15741	25	14	information	information	NOUN
cet-15741	25	15	modelling	modelling	NOUN
cet-15741	25	16	(	(	PUNCT
cet-15741	25	17	bim	bim	NOUN
cet-15741	25	18	)	)	PUNCT
cet-15741	25	19	and	and	CCONJ
cet-15741	25	20	parametric	parametric	ADJ
cet-15741	25	21	modelling	modelling	NOUN
cet-15741	25	22	can	can	AUX
cet-15741	25	23	support	support	VERB
cet-15741	25	24	sustainable	sustainable	ADJ
cet-15741	25	25	design	design	NOUN
cet-15741	25	26	and	and	CCONJ
cet-15741	25	27	operation	operation	NOUN
cet-15741	25	28	practices	practice	NOUN
cet-15741	25	29	throughout	throughout	ADP
cet-15741	25	30	the	the	DET
cet-15741	25	31	building	building	NOUN
cet-15741	25	32	life	life	NOUN
cet-15741	25	33	cycle	cycle	NOUN
cet-15741	25	34	.	.	PUNCT
cet-15741	26	1	the	the	DET
cet-15741	26	2	research	research	NOUN
cet-15741	26	3	follows	follow	VERB
cet-15741	26	4	a	a	DET
cet-15741	26	5	qualitative	qualitative	ADJ
cet-15741	26	6	literature	literature	NOUN
cet-15741	26	7	review	review	NOUN
cet-15741	26	8	approach	approach	NOUN
cet-15741	26	9	based	base	VERB
cet-15741	26	10	on	on	ADP
cet-15741	26	11	peer	peer	NOUN
cet-15741	26	12	-	-	PUNCT
cet-15741	26	13	reviewed	review	VERB
cet-15741	26	14	papers	paper	NOUN
cet-15741	26	15	and	and	CCONJ
cet-15741	26	16	case	case	NOUN
cet-15741	26	17	studies	study	NOUN
cet-15741	26	18	published	publish	VERB
cet-15741	26	19	in	in	ADP
cet-15741	26	20	english	english	PROPN
cet-15741	26	21	after	after	ADP
cet-15741	26	22	2018	2018	NUM
cet-15741	26	23	.	.	PUNCT
cet-15741	27	1	the	the	DET
cet-15741	27	2	process	process	NOUN
cet-15741	27	3	is	be	AUX
cet-15741	27	4	illustrated	illustrate	VERB
cet-15741	27	5	in	in	ADP
cet-15741	27	6	figure	figure	NOUN
cet-15741	27	7	1	1	NUM
cet-15741	27	8	,	,	PUNCT
cet-15741	27	9	which	which	PRON
cet-15741	27	10	presents	present	VERB
cet-15741	27	11	the	the	DET
cet-15741	27	12	workflow	workflow	NOUN
cet-15741	27	13	.	.	PUNCT
cet-15741	28	1	literature	literature	NOUN
cet-15741	28	2	identification	identification	NOUN
cet-15741	28	3	.	.	PUNCT
cet-15741	29	1	a	a	DET
cet-15741	29	2	keyword	keyword	NOUN
cet-15741	29	3	-	-	PUNCT
cet-15741	29	4	based	base	VERB
cet-15741	29	5	search	search	NOUN
cet-15741	29	6	was	be	AUX
cet-15741	29	7	carried	carry	VERB
cet-15741	29	8	out	out	ADP
cet-15741	29	9	across	across	ADP
cet-15741	29	10	the	the	DET
cet-15741	29	11	sciencedirect	sciencedirect	NOUN
cet-15741	29	12	,	,	PUNCT
cet-15741	29	13	researchgate	researchgate	NOUN
cet-15741	29	14	,	,	PUNCT
cet-15741	29	15	and	and	CCONJ
cet-15741	29	16	scopus	scopus	NOUN
cet-15741	29	17	databases	database	NOUN
cet-15741	29	18	.	.	PUNCT
cet-15741	30	1	search	search	NOUN
cet-15741	30	2	terms	term	NOUN
cet-15741	30	3	included	include	VERB
cet-15741	30	4	combinations	combination	NOUN
cet-15741	30	5	such	such	ADJ
cet-15741	30	6	as	as	ADP
cet-15741	30	7	“	"	PUNCT
cet-15741	30	8	bim	bim	NOUN
cet-15741	30	9	and	and	CCONJ
cet-15741	30	10	sustainability	sustainability	NOUN
cet-15741	30	11	”	"	PUNCT
cet-15741	30	12	,	,	PUNCT
cet-15741	30	13	“	"	PUNCT
cet-15741	30	14	parametric	parametric	ADJ
cet-15741	30	15	design	design	NOUN
cet-15741	30	16	and	and	CCONJ
cet-15741	30	17	lifecycle	lifecycle	NOUN
cet-15741	30	18	analysis	analysis	NOUN
cet-15741	30	19	”	"	PUNCT
cet-15741	30	20	,	,	PUNCT
cet-15741	30	21	“	"	PUNCT
cet-15741	30	22	carbon	carbon	NOUN
cet-15741	30	23	optimisation	optimisation	NOUN
cet-15741	30	24	in	in	ADP
cet-15741	30	25	building	build	VERB
cet-15741	30	26	design	design	NOUN
cet-15741	30	27	”	"	PUNCT
cet-15741	30	28	,	,	PUNCT
cet-15741	30	29	and	and	CCONJ
cet-15741	30	30	“	"	PUNCT
cet-15741	30	31	digital	digital	ADJ
cet-15741	30	32	construction	construction	NOUN
cet-15741	30	33	tools	tool	NOUN
cet-15741	30	34	for	for	ADP
cet-15741	30	35	lowenergy	lowenergy	NOUN
cet-15741	30	36	buildings	building	NOUN
cet-15741	30	37	”	"	PUNCT
cet-15741	30	38	.	.	PUNCT
cet-15741	31	1	screening	screening	NOUN
cet-15741	31	2	and	and	CCONJ
cet-15741	31	3	selection	selection	NOUN
cet-15741	31	4	.	.	PUNCT
cet-15741	32	1	the	the	DET
cet-15741	32	2	collected	collect	VERB
cet-15741	32	3	papers	paper	NOUN
cet-15741	32	4	were	be	AUX
cet-15741	32	5	screened	screen	VERB
cet-15741	32	6	to	to	PART
cet-15741	32	7	exclude	exclude	VERB
cet-15741	32	8	duplicates	duplicate	NOUN
cet-15741	32	9	,	,	PUNCT
cet-15741	32	10	non	non	ADJ
cet-15741	32	11	-	-	ADJ
cet-15741	32	12	peer	peer	NOUN
cet-15741	32	13	-	-	PUNCT
cet-15741	32	14	reviewed	review	VERB
cet-15741	32	15	,	,	PUNCT
cet-15741	32	16	and	and	CCONJ
cet-15741	32	17	non	non	ADJ
cet-15741	32	18	-	-	ADJ
cet-15741	32	19	english	english	ADJ
cet-15741	32	20	sources	source	NOUN
cet-15741	32	21	.	.	PUNCT
cet-15741	33	1	only	only	ADV
cet-15741	33	2	studies	study	NOUN
cet-15741	33	3	with	with	ADP
cet-15741	33	4	a	a	DET
cet-15741	33	5	clear	clear	ADJ
cet-15741	33	6	methodological	methodological	ADJ
cet-15741	33	7	structure	structure	NOUN
cet-15741	33	8	and	and	CCONJ
cet-15741	33	9	a	a	DET
cet-15741	33	10	direct	direct	ADJ
cet-15741	33	11	link	link	NOUN
cet-15741	33	12	between	between	ADP
cet-15741	33	13	bim	bim	NOUN
cet-15741	33	14	,	,	PUNCT
cet-15741	33	15	parametric	parametric	ADJ
cet-15741	33	16	modelling	modelling	NOUN
cet-15741	33	17	,	,	PUNCT
cet-15741	33	18	and	and	CCONJ
cet-15741	33	19	sustainability	sustainability	NOUN
cet-15741	33	20	performance	performance	NOUN
cet-15741	33	21	were	be	AUX
cet-15741	33	22	retained	retain	VERB
cet-15741	33	23	.	.	PUNCT
cet-15741	34	1	classification	classification	NOUN
cet-15741	34	2	.	.	PUNCT
cet-15741	35	1	the	the	DET
cet-15741	35	2	selected	select	VERB
cet-15741	35	3	literature	literature	NOUN
cet-15741	35	4	was	be	AUX
cet-15741	35	5	grouped	group	VERB
cet-15741	35	6	according	accord	VERB
cet-15741	35	7	to	to	ADP
cet-15741	35	8	the	the	DET
cet-15741	35	9	four	four	NUM
cet-15741	35	10	primary	primary	ADJ
cet-15741	35	11	phases	phase	NOUN
cet-15741	35	12	of	of	ADP
cet-15741	35	13	the	the	DET
cet-15741	35	14	building	building	NOUN
cet-15741	35	15	life	life	NOUN
cet-15741	35	16	cycle	cycle	NOUN
cet-15741	35	17	—	—	PUNCT
cet-15741	35	18	design	design	NOUN
cet-15741	35	19	,	,	PUNCT
cet-15741	35	20	construction	construction	NOUN
cet-15741	35	21	,	,	PUNCT
cet-15741	35	22	operation	operation	NOUN
cet-15741	35	23	,	,	PUNCT
cet-15741	35	24	and	and	CCONJ
cet-15741	35	25	refurbishment	refurbishment	NOUN
cet-15741	35	26	or	or	CCONJ
cet-15741	35	27	demolition	demolition	NOUN
cet-15741	35	28	—	—	PUNCT
cet-15741	35	29	and	and	CCONJ
cet-15741	35	30	by	by	ADP
cet-15741	35	31	their	their	PRON
cet-15741	35	32	analytical	analytical	ADJ
cet-15741	35	33	focus	focus	NOUN
cet-15741	35	34	,	,	PUNCT
cet-15741	35	35	such	such	ADJ
cet-15741	35	36	as	as	ADP
cet-15741	35	37	optimisation	optimisation	NOUN
cet-15741	35	38	,	,	PUNCT
cet-15741	35	39	digital	digital	ADJ
cet-15741	35	40	workflows	workflow	NOUN
cet-15741	35	41	,	,	PUNCT
cet-15741	35	42	or	or	CCONJ
cet-15741	35	43	lifecycle	lifecycle	NOUN
cet-15741	35	44	assessment	assessment	NOUN
cet-15741	35	45	.	.	PUNCT
cet-15741	36	1	evaluation	evaluation	NOUN
cet-15741	36	2	.	.	PUNCT
cet-15741	37	1	within	within	ADP
cet-15741	37	2	each	each	DET
cet-15741	37	3	category	category	NOUN
cet-15741	37	4	,	,	PUNCT
cet-15741	37	5	the	the	DET
cet-15741	37	6	studies	study	NOUN
cet-15741	37	7	were	be	AUX
cet-15741	37	8	compared	compare	VERB
cet-15741	37	9	based	base	VERB
cet-15741	37	10	on	on	ADP
cet-15741	37	11	their	their	PRON
cet-15741	37	12	applied	apply	VERB
cet-15741	37	13	methods	method	NOUN
cet-15741	37	14	,	,	PUNCT
cet-15741	37	15	tool	tool	NOUN
cet-15741	37	16	integration	integration	NOUN
cet-15741	37	17	,	,	PUNCT
cet-15741	37	18	and	and	CCONJ
cet-15741	37	19	measurable	measurable	ADJ
cet-15741	37	20	sustainability	sustainability	NOUN
cet-15741	37	21	indicators	indicator	NOUN
cet-15741	37	22	(	(	PUNCT
cet-15741	37	23	operational	operational	ADJ
cet-15741	37	24	energy	energy	NOUN
cet-15741	37	25	use	use	NOUN
cet-15741	37	26	,	,	PUNCT
cet-15741	37	27	embodied	embody	VERB
cet-15741	37	28	carbon	carbon	NOUN
cet-15741	37	29	reduction	reduction	NOUN
cet-15741	37	30	,	,	PUNCT
cet-15741	37	31	material	material	NOUN
cet-15741	37	32	efficiency	efficiency	NOUN
cet-15741	37	33	)	)	PUNCT
cet-15741	37	34	.	.	PUNCT
cet-15741	38	1	synthesis	synthesis	NOUN
cet-15741	38	2	.	.	PUNCT
cet-15741	39	1	the	the	DET
cet-15741	39	2	findings	finding	NOUN
cet-15741	39	3	were	be	AUX
cet-15741	39	4	synthesised	synthesise	VERB
cet-15741	39	5	to	to	PART
cet-15741	39	6	identify	identify	VERB
cet-15741	39	7	research	research	NOUN
cet-15741	39	8	trends	trend	NOUN
cet-15741	39	9	,	,	PUNCT
cet-15741	39	10	methodological	methodological	ADJ
cet-15741	39	11	gaps	gap	NOUN
cet-15741	39	12	,	,	PUNCT
cet-15741	39	13	and	and	CCONJ
cet-15741	39	14	emerging	emerge	VERB
cet-15741	39	15	directions	direction	NOUN
cet-15741	39	16	for	for	ADP
cet-15741	39	17	integrating	integrate	VERB
cet-15741	39	18	bim	bim	NOUN
cet-15741	39	19	and	and	CCONJ
cet-15741	39	20	parametric	parametric	ADJ
cet-15741	39	21	modelling	modelling	NOUN
cet-15741	39	22	in	in	ADP
cet-15741	39	23	sustainable	sustainable	ADJ
cet-15741	39	24	building	building	NOUN
cet-15741	39	25	design	design	NOUN
cet-15741	39	26	and	and	CCONJ
cet-15741	39	27	management	management	NOUN
cet-15741	39	28	.	.	PUNCT
cet-15741	40	1	figure	figure	VERB
cet-15741	40	2	1	1	NUM
cet-15741	40	3	:	:	PUNCT
cet-15741	40	4	investigation	investigation	NOUN
cet-15741	40	5	procedure	procedure	NOUN
cet-15741	40	6	this	this	DET
cet-15741	40	7	structured	structured	ADJ
cet-15741	40	8	process	process	NOUN
cet-15741	40	9	ensures	ensure	VERB
cet-15741	40	10	transparency	transparency	NOUN
cet-15741	40	11	and	and	CCONJ
cet-15741	40	12	reproducibility	reproducibility	NOUN
cet-15741	40	13	in	in	ADP
cet-15741	40	14	analysing	analyse	VERB
cet-15741	40	15	how	how	SCONJ
cet-15741	40	16	digital	digital	ADJ
cet-15741	40	17	tools	tool	NOUN
cet-15741	40	18	jointly	jointly	ADV
cet-15741	40	19	contribute	contribute	VERB
cet-15741	40	20	to	to	ADP
cet-15741	40	21	sustainability	sustainability	NOUN
cet-15741	40	22	objectives	objective	NOUN
cet-15741	40	23	across	across	ADP
cet-15741	40	24	all	all	DET
cet-15741	40	25	life	life	NOUN
cet-15741	40	26	cycle	cycle	NOUN
cet-15741	40	27	phases	phase	NOUN
cet-15741	40	28	.	.	PUNCT
cet-15741	41	1	3	3	X
cet-15741	41	2	.	.	X
cet-15741	41	3	design	design	NOUN
cet-15741	41	4	phase	phase	NOUN
cet-15741	41	5	in	in	ADP
cet-15741	41	6	sustainable	sustainable	ADJ
cet-15741	41	7	building	building	NOUN
cet-15741	41	8	design	design	NOUN
cet-15741	41	9	,	,	PUNCT
cet-15741	41	10	early	early	ADJ
cet-15741	41	11	-	-	PUNCT
cet-15741	41	12	stage	stage	NOUN
cet-15741	41	13	decisions	decision	NOUN
cet-15741	41	14	related	relate	VERB
cet-15741	41	15	to	to	ADP
cet-15741	41	16	geometry	geometry	NOUN
cet-15741	41	17	,	,	PUNCT
cet-15741	41	18	material	material	NOUN
cet-15741	41	19	selection	selection	NOUN
cet-15741	41	20	and	and	CCONJ
cet-15741	41	21	energy	energy	NOUN
cet-15741	41	22	strategy	strategy	NOUN
cet-15741	41	23	are	be	AUX
cet-15741	41	24	critical	critical	ADJ
cet-15741	41	25	in	in	ADP
cet-15741	41	26	determining	determine	VERB
cet-15741	41	27	long	long	ADJ
cet-15741	41	28	-	-	PUNCT
cet-15741	41	29	term	term	NOUN
cet-15741	41	30	environmental	environmental	ADJ
cet-15741	41	31	impacts	impact	NOUN
cet-15741	41	32	.	.	PUNCT
cet-15741	42	1	parametric	parametric	ADJ
cet-15741	42	2	modelling	modelling	NOUN
cet-15741	42	3	and	and	CCONJ
cet-15741	42	4	building	build	VERB
cet-15741	42	5	information	information	NOUN
cet-15741	42	6	modelling	modelling	NOUN
cet-15741	42	7	(	(	PUNCT
cet-15741	42	8	bim	bim	NOUN
cet-15741	42	9	)	)	PUNCT
cet-15741	42	10	integration	integration	NOUN
cet-15741	42	11	enable	enable	VERB
cet-15741	42	12	the	the	DET
cet-15741	42	13	generation	generation	NOUN
cet-15741	42	14	,	,	PUNCT
cet-15741	42	15	analysis	analysis	NOUN
cet-15741	42	16	and	and	CCONJ
cet-15741	42	17	optimisation	optimisation	NOUN
cet-15741	42	18	of	of	ADP
cet-15741	42	19	multiple	multiple	ADJ
cet-15741	42	20	design	design	NOUN
cet-15741	42	21	alternatives	alternative	NOUN
cet-15741	42	22	,	,	PUNCT
cet-15741	42	23	supporting	support	VERB
cet-15741	42	24	environmentally	environmentally	ADV
cet-15741	42	25	responsible	responsible	ADJ
cet-15741	42	26	decision	decision	NOUN
cet-15741	42	27	-	-	PUNCT
cet-15741	42	28	making	making	NOUN
cet-15741	42	29	from	from	ADP
cet-15741	42	30	the	the	DET
cet-15741	42	31	initial	initial	ADJ
cet-15741	42	32	concept	concept	NOUN
cet-15741	42	33	phase	phase	NOUN
cet-15741	42	34	.	.	PUNCT
cet-15741	43	1	80	80	NUM
cet-15741	43	2	najjar	najjar	PROPN
cet-15741	43	3	et	et	PROPN
cet-15741	43	4	al	al	PROPN
cet-15741	43	5	.	.	PROPN
cet-15741	44	1	(	(	PUNCT
cet-15741	44	2	2019	2019	NUM
cet-15741	44	3	)	)	PUNCT
cet-15741	44	4	demonstrated	demonstrate	VERB
cet-15741	44	5	that	that	SCONJ
cet-15741	44	6	the	the	DET
cet-15741	44	7	window	window	NOUN
cet-15741	44	8	-	-	PUNCT
cet-15741	44	9	to	to	ADP
cet-15741	44	10	-	-	PUNCT
cet-15741	44	11	wall	wall	NOUN
cet-15741	44	12	ratio	ratio	NOUN
cet-15741	44	13	is	be	AUX
cet-15741	44	14	one	one	NUM
cet-15741	44	15	of	of	ADP
cet-15741	44	16	the	the	DET
cet-15741	44	17	most	most	ADV
cet-15741	44	18	influential	influential	ADJ
cet-15741	44	19	parameters	parameter	NOUN
cet-15741	44	20	for	for	ADP
cet-15741	44	21	energy	energy	NOUN
cet-15741	44	22	performance	performance	NOUN
cet-15741	44	23	.	.	PUNCT
cet-15741	45	1	their	their	PRON
cet-15741	45	2	study	study	NOUN
cet-15741	45	3	found	find	VERB
cet-15741	45	4	that	that	SCONJ
cet-15741	45	5	a	a	DET
cet-15741	45	6	15	15	NUM
cet-15741	45	7	%	%	NOUN
cet-15741	45	8	increase	increase	NOUN
cet-15741	45	9	in	in	ADP
cet-15741	45	10	window	window	NOUN
cet-15741	45	11	surface	surface	NOUN
cet-15741	45	12	area	area	NOUN
cet-15741	45	13	could	could	AUX
cet-15741	45	14	lead	lead	VERB
cet-15741	45	15	to	to	ADP
cet-15741	45	16	a	a	DET
cet-15741	45	17	20–45	20–45	NUM
cet-15741	45	18	%	%	NOUN
cet-15741	45	19	increase	increase	NOUN
cet-15741	45	20	in	in	ADP
cet-15741	45	21	annual	annual	ADJ
cet-15741	45	22	energy	energy	NOUN
cet-15741	45	23	use	use	NOUN
cet-15741	45	24	,	,	PUNCT
cet-15741	45	25	particularly	particularly	ADV
cet-15741	45	26	in	in	ADP
cet-15741	45	27	warm	warm	ADJ
cet-15741	45	28	climates	climate	NOUN
cet-15741	45	29	.	.	PUNCT
cet-15741	46	1	while	while	SCONJ
cet-15741	46	2	the	the	DET
cet-15741	46	3	thermal	thermal	ADJ
cet-15741	46	4	performance	performance	NOUN
cet-15741	46	5	of	of	ADP
cet-15741	46	6	wall	wall	NOUN
cet-15741	46	7	and	and	CCONJ
cet-15741	46	8	roof	roof	NOUN
cet-15741	46	9	materials	material	NOUN
cet-15741	46	10	plays	play	VERB
cet-15741	46	11	a	a	DET
cet-15741	46	12	secondary	secondary	ADJ
cet-15741	46	13	role	role	NOUN
cet-15741	46	14	,	,	PUNCT
cet-15741	46	15	it	it	PRON
cet-15741	46	16	can	can	AUX
cet-15741	46	17	still	still	ADV
cet-15741	46	18	contribute	contribute	VERB
cet-15741	46	19	to	to	ADP
cet-15741	46	20	overall	overall	ADJ
cet-15741	46	21	efficiency	efficiency	NOUN
cet-15741	46	22	when	when	SCONJ
cet-15741	46	23	optimised	optimise	VERB
cet-15741	46	24	appropriately	appropriately	ADV
cet-15741	46	25	.	.	PUNCT
cet-15741	47	1	mowafy	mowafy	VERB
cet-15741	47	2	et	et	PROPN
cet-15741	47	3	al	al	PROPN
cet-15741	47	4	.	.	PROPN
cet-15741	48	1	(	(	PUNCT
cet-15741	48	2	2023	2023	NUM
cet-15741	48	3	)	)	PUNCT
cet-15741	48	4	developed	develop	VERB
cet-15741	48	5	a	a	DET
cet-15741	48	6	modular	modular	ADJ
cet-15741	48	7	parametric	parametric	ADJ
cet-15741	48	8	bim	bim	NOUN
cet-15741	48	9	-	-	PUNCT
cet-15741	48	10	based	base	VERB
cet-15741	48	11	life	life	NOUN
cet-15741	48	12	cycle	cycle	NOUN
cet-15741	48	13	assessment	assessment	NOUN
cet-15741	48	14	framework	framework	NOUN
cet-15741	48	15	that	that	PRON
cet-15741	48	16	comparеs	comparе	VERB
cet-15741	48	17	conventional	conventional	ADJ
cet-15741	48	18	and	and	CCONJ
cet-15741	48	19	circular	circular	ADJ
cet-15741	48	20	design	design	NOUN
cet-15741	48	21	approaches	approach	NOUN
cet-15741	48	22	.	.	PUNCT
cet-15741	49	1	their	their	PRON
cet-15741	49	2	model	model	NOUN
cet-15741	49	3	incorporates	incorporate	VERB
cet-15741	49	4	five	five	NUM
cet-15741	49	5	key	key	ADJ
cet-15741	49	6	components	component	NOUN
cet-15741	49	7	:	:	PUNCT
cet-15741	49	8	data	data	NOUN
cet-15741	49	9	collection	collection	NOUN
cet-15741	49	10	,	,	PUNCT
cet-15741	49	11	emission	emission	NOUN
cet-15741	49	12	quantification	quantification	NOUN
cet-15741	49	13	,	,	PUNCT
cet-15741	49	14	life	life	NOUN
cet-15741	49	15	cycle	cycle	NOUN
cet-15741	49	16	assessment	assessment	NOUN
cet-15741	49	17	lca	lca	PROPN
cet-15741	49	18	,	,	PUNCT
cet-15741	49	19	non	non	ADJ
cet-15741	49	20	-	-	ADJ
cet-15741	49	21	dominated	dominated	ADJ
cet-15741	49	22	sorting	sort	VERB
cet-15741	49	23	genetic	genetic	ADJ
cet-15741	49	24	algorithm	algorithm	NOUN
cet-15741	49	25	ii	ii	PROPN
cet-15741	49	26	(	(	PUNCT
cet-15741	49	27	nsga	nsga	NOUN
cet-15741	49	28	-	-	PUNCT
cet-15741	49	29	ii	ii	NOUN
cet-15741	49	30	)	)	PUNCT
cet-15741	49	31	-based	-based	ADJ
cet-15741	49	32	optimisation	optimisation	NOUN
cet-15741	49	33	,	,	PUNCT
cet-15741	49	34	and	and	CCONJ
cet-15741	49	35	data	data	VERB
cet-15741	49	36	envelopment	envelopment	ADJ
cet-15741	49	37	analysis	analysis	NOUN
cet-15741	49	38	dea	dea	ADJ
cet-15741	49	39	-	-	PUNCT
cet-15741	49	40	supported	support	VERB
cet-15741	49	41	decision	decision	NOUN
cet-15741	49	42	-	-	PUNCT
cet-15741	49	43	making	making	NOUN
cet-15741	49	44	.	.	PUNCT
cet-15741	50	1	applied	apply	VERB
cet-15741	50	2	to	to	ADP
cet-15741	50	3	a	a	DET
cet-15741	50	4	residential	residential	ADJ
cet-15741	50	5	case	case	NOUN
cet-15741	50	6	study	study	NOUN
cet-15741	50	7	,	,	PUNCT
cet-15741	50	8	the	the	DET
cet-15741	50	9	framework	framework	NOUN
cet-15741	50	10	evaluated	evaluate	VERB
cet-15741	50	11	over	over	ADP
cet-15741	50	12	2,000	2,000	NUM
cet-15741	50	13	design	design	NOUN
cet-15741	50	14	variants	variant	NOUN
cet-15741	50	15	and	and	CCONJ
cet-15741	50	16	revealed	reveal	VERB
cet-15741	50	17	that	that	SCONJ
cet-15741	50	18	while	while	SCONJ
cet-15741	50	19	circular	circular	ADJ
cet-15741	50	20	strategies	strategy	NOUN
cet-15741	50	21	reduce	reduce	VERB
cet-15741	50	22	embodied	embodied	ADJ
cet-15741	50	23	emissions	emission	NOUN
cet-15741	50	24	,	,	PUNCT
cet-15741	50	25	they	they	PRON
cet-15741	50	26	may	may	AUX
cet-15741	50	27	increase	increase	VERB
cet-15741	50	28	operational	operational	ADJ
cet-15741	50	29	loads	load	NOUN
cet-15741	50	30	,	,	PUNCT
cet-15741	50	31	requiring	require	VERB
cet-15741	50	32	careful	careful	ADJ
cet-15741	50	33	balancing	balancing	NOUN
cet-15741	50	34	.	.	PUNCT
cet-15741	51	1	gan	gan	PROPN
cet-15741	51	2	et	et	PROPN
cet-15741	51	3	al	al	PROPN
cet-15741	51	4	.	.	PROPN
cet-15741	52	1	(	(	PUNCT
cet-15741	52	2	2023	2023	NUM
cet-15741	52	3	)	)	PUNCT
cet-15741	52	4	introduced	introduce	VERB
cet-15741	52	5	a	a	DET
cet-15741	52	6	parametric	parametric	ADJ
cet-15741	52	7	bim	bim	NOUN
cet-15741	52	8	framework	framework	NOUN
cet-15741	52	9	for	for	ADP
cet-15741	52	10	the	the	DET
cet-15741	52	11	carbon	carbon	NOUN
cet-15741	52	12	performance	performance	NOUN
cet-15741	52	13	prediction	prediction	NOUN
cet-15741	52	14	and	and	CCONJ
cet-15741	52	15	optimisation	optimisation	NOUN
cet-15741	52	16	of	of	ADP
cet-15741	52	17	residential	residential	ADJ
cet-15741	52	18	high	high	ADJ
cet-15741	52	19	-	-	PUNCT
cet-15741	52	20	rises	rise	NOUN
cet-15741	52	21	.	.	PUNCT
cet-15741	53	1	their	their	PRON
cet-15741	53	2	findings	finding	NOUN
cet-15741	53	3	showed	show	VERB
cet-15741	53	4	that	that	SCONJ
cet-15741	53	5	adjusting	adjust	VERB
cet-15741	53	6	building	building	NOUN
cet-15741	53	7	orientation	orientation	NOUN
cet-15741	53	8	could	could	AUX
cet-15741	53	9	result	result	VERB
cet-15741	53	10	in	in	ADP
cet-15741	53	11	annual	annual	ADJ
cet-15741	53	12	energy	energy	NOUN
cet-15741	53	13	savings	saving	NOUN
cet-15741	53	14	of	of	ADP
cet-15741	53	15	up	up	ADP
cet-15741	53	16	to	to	PART
cet-15741	53	17	29	29	NUM
cet-15741	53	18	mwh	mwh	PROPN
cet-15741	53	19	,	,	PUNCT
cet-15741	53	20	while	while	SCONJ
cet-15741	53	21	the	the	DET
cet-15741	53	22	use	use	NOUN
cet-15741	53	23	of	of	ADP
cet-15741	53	24	alternative	alternative	ADJ
cet-15741	53	25	materials	material	NOUN
cet-15741	53	26	such	such	ADJ
cet-15741	53	27	as	as	ADP
cet-15741	53	28	pfa	pfa	NOUN
cet-15741	53	29	and	and	CCONJ
cet-15741	53	30	ggbs	ggbs	PROPN
cet-15741	53	31	contributed	contribute	VERB
cet-15741	53	32	to	to	ADP
cet-15741	53	33	a	a	DET
cet-15741	53	34	52	52	NUM
cet-15741	53	35	%	%	NOUN
cet-15741	53	36	reduction	reduction	NOUN
cet-15741	53	37	in	in	ADP
cet-15741	53	38	embodied	embodied	ADJ
cet-15741	53	39	carbon	carbon	NOUN
cet-15741	53	40	.	.	PUNCT
cet-15741	54	1	the	the	DET
cet-15741	54	2	study	study	NOUN
cet-15741	54	3	also	also	ADV
cet-15741	54	4	compared	compare	VERB
cet-15741	54	5	two	two	NUM
cet-15741	54	6	global	global	ADJ
cet-15741	54	7	climate	climate	NOUN
cet-15741	54	8	scenarios	scenario	NOUN
cet-15741	54	9	(	(	PUNCT
cet-15741	54	10	1.5	1.5	NUM
cet-15741	54	11	°	°	NOUN
cet-15741	54	12	c	c	NOUN
cet-15741	54	13	net	net	NOUN
cet-15741	54	14	-	-	PUNCT
cet-15741	54	15	zero	zero	NUM
cet-15741	54	16	and	and	CCONJ
cet-15741	54	17	3	3	NUM
cet-15741	54	18	°	°	NOUN
cet-15741	54	19	c	c	PROPN
cet-15741	54	20	hot	hot	PROPN
cet-15741	54	21	house	house	PROPN
cet-15741	54	22	)	)	PUNCT
cet-15741	54	23	,	,	PUNCT
cet-15741	54	24	highlighting	highlight	VERB
cet-15741	54	25	the	the	DET
cet-15741	54	26	design	design	NOUN
cet-15741	54	27	implications	implication	NOUN
cet-15741	54	28	of	of	ADP
cet-15741	54	29	stricter	strict	ADJ
cet-15741	54	30	decarbonisation	decarbonisation	NOUN
cet-15741	54	31	targets	target	NOUN
cet-15741	54	32	.	.	PUNCT
cet-15741	55	1	in	in	ADP
cet-15741	55	2	terms	term	NOUN
cet-15741	55	3	of	of	ADP
cet-15741	55	4	structural	structural	ADJ
cet-15741	55	5	design	design	NOUN
cet-15741	55	6	,	,	PUNCT
cet-15741	55	7	ajtayné	ajtayné	VERB
cet-15741	55	8	and	and	CCONJ
cet-15741	55	9	szép	szép	NOUN
cet-15741	55	10	(	(	PUNCT
cet-15741	55	11	2023	2023	NUM
cet-15741	55	12	)	)	PUNCT
cet-15741	55	13	presented	present	VERB
cet-15741	55	14	a	a	DET
cet-15741	55	15	parametric	parametric	ADJ
cet-15741	55	16	bim	bim	NOUN
cet-15741	55	17	-	-	PUNCT
cet-15741	55	18	based	base	VERB
cet-15741	55	19	method	method	NOUN
cet-15741	55	20	for	for	ADP
cet-15741	55	21	assessing	assess	VERB
cet-15741	55	22	the	the	DET
cet-15741	55	23	environmental	environmental	ADJ
cet-15741	55	24	impact	impact	NOUN
cet-15741	55	25	of	of	ADP
cet-15741	55	26	alternative	alternative	ADJ
cet-15741	55	27	geometries	geometry	NOUN
cet-15741	55	28	.	.	PUNCT
cet-15741	56	1	they	they	PRON
cet-15741	56	2	analysed	analyse	VERB
cet-15741	56	3	48	48	NUM
cet-15741	56	4	different	different	ADJ
cet-15741	56	5	hall	hall	NOUN
cet-15741	56	6	configurations	configuration	NOUN
cet-15741	56	7	and	and	CCONJ
cet-15741	56	8	found	find	VERB
cet-15741	56	9	that	that	SCONJ
cet-15741	56	10	changes	change	NOUN
cet-15741	56	11	in	in	ADP
cet-15741	56	12	span	span	NOUN
cet-15741	56	13	and	and	CCONJ
cet-15741	56	14	grid	grid	NOUN
cet-15741	56	15	spacing	spacing	NOUN
cet-15741	56	16	significantly	significantly	ADV
cet-15741	56	17	affected	affect	VERB
cet-15741	56	18	embodied	embodied	ADJ
cet-15741	56	19	emissions	emission	NOUN
cet-15741	56	20	,	,	PUNCT
cet-15741	56	21	particularly	particularly	ADV
cet-15741	56	22	due	due	ADJ
cet-15741	56	23	to	to	ADP
cet-15741	56	24	the	the	DET
cet-15741	56	25	increased	increase	VERB
cet-15741	56	26	use	use	NOUN
cet-15741	56	27	of	of	ADP
cet-15741	56	28	reinforced	reinforce	VERB
cet-15741	56	29	concrete	concrete	NOUN
cet-15741	56	30	in	in	ADP
cet-15741	56	31	wider	wide	ADJ
cet-15741	56	32	structural	structural	ADJ
cet-15741	56	33	modules	module	NOUN
cet-15741	56	34	.	.	PUNCT
cet-15741	57	1	their	their	PRON
cet-15741	57	2	model	model	NOUN
cet-15741	57	3	enables	enable	VERB
cet-15741	57	4	real	real	ADJ
cet-15741	57	5	-	-	PUNCT
cet-15741	57	6	time	time	NOUN
cet-15741	57	7	feedback	feedback	NOUN
cet-15741	57	8	on	on	ADP
cet-15741	57	9	environmental	environmental	ADJ
cet-15741	57	10	indicators	indicator	NOUN
cet-15741	57	11	,	,	PUNCT
cet-15741	57	12	facilitating	facilitate	VERB
cet-15741	57	13	early	early	ADJ
cet-15741	57	14	-	-	PUNCT
cet-15741	57	15	stage	stage	NOUN
cet-15741	57	16	optimisation	optimisation	NOUN
cet-15741	57	17	during	during	ADP
cet-15741	57	18	conceptual	conceptual	ADJ
cet-15741	57	19	design	design	NOUN
cet-15741	57	20	.	.	PUNCT
cet-15741	58	1	altogether	altogether	ADV
cet-15741	58	2	,	,	PUNCT
cet-15741	58	3	these	these	DET
cet-15741	58	4	studies	study	NOUN
cet-15741	58	5	confirm	confirm	VERB
cet-15741	58	6	that	that	PRON
cet-15741	58	7	parametric	parametric	ADJ
cet-15741	58	8	bim	bim	NOUN
cet-15741	58	9	tools	tool	NOUN
cet-15741	58	10	provide	provide	VERB
cet-15741	58	11	powerful	powerful	ADJ
cet-15741	58	12	means	mean	NOUN
cet-15741	58	13	of	of	ADP
cet-15741	58	14	embedding	embed	VERB
cet-15741	58	15	sustainability	sustainability	NOUN
cet-15741	58	16	into	into	ADP
cet-15741	58	17	the	the	DET
cet-15741	58	18	design	design	NOUN
cet-15741	58	19	process	process	NOUN
cet-15741	58	20	.	.	PUNCT
cet-15741	59	1	by	by	ADP
cet-15741	59	2	quantifying	quantify	VERB
cet-15741	59	3	both	both	CCONJ
cet-15741	59	4	operational	operational	ADJ
cet-15741	59	5	and	and	CCONJ
cet-15741	59	6	embodied	embodied	ADJ
cet-15741	59	7	impacts	impact	NOUN
cet-15741	59	8	across	across	ADP
cet-15741	59	9	a	a	DET
cet-15741	59	10	wide	wide	ADJ
cet-15741	59	11	range	range	NOUN
cet-15741	59	12	of	of	ADP
cet-15741	59	13	configurations	configuration	NOUN
cet-15741	59	14	,	,	PUNCT
cet-15741	59	15	these	these	DET
cet-15741	59	16	methods	method	NOUN
cet-15741	59	17	support	support	VERB
cet-15741	59	18	evidence	evidence	NOUN
cet-15741	59	19	-	-	PUNCT
cet-15741	59	20	based	base	VERB
cet-15741	59	21	decisions	decision	NOUN
cet-15741	59	22	aligned	align	VERB
cet-15741	59	23	with	with	ADP
cet-15741	59	24	long	long	ADJ
cet-15741	59	25	-	-	PUNCT
cet-15741	59	26	term	term	NOUN
cet-15741	59	27	environmental	environmental	ADJ
cet-15741	59	28	performance	performance	NOUN
cet-15741	59	29	objectives	objective	NOUN
cet-15741	59	30	.	.	PUNCT
cet-15741	60	1	3.1	3.1	NUM
cet-15741	60	2	detailed	detailed	ADJ
cet-15741	60	3	case	case	NOUN
cet-15741	60	4	study	study	NOUN
cet-15741	60	5	:	:	PUNCT
cet-15741	60	6	parametric	parametric	ADJ
cet-15741	60	7	bim	bim	NOUN
cet-15741	60	8	-	-	PUNCT
cet-15741	60	9	based	base	VERB
cet-15741	60	10	lca	lca	PROPN
cet-15741	60	11	framework	framework	NOUN
cet-15741	60	12	(	(	PUNCT
cet-15741	60	13	mowafy	mowafy	VERB
cet-15741	60	14	et	et	PROPN
cet-15741	60	15	al	al	PROPN
cet-15741	60	16	.	.	PROPN
cet-15741	60	17	,	,	PUNCT
cet-15741	60	18	2023	2023	NUM
cet-15741	60	19	)	)	PUNCT
cet-15741	60	20	scope	scope	NOUN
cet-15741	60	21	and	and	CCONJ
cet-15741	60	22	aim	aim	VERB
cet-15741	60	23	.	.	PUNCT
cet-15741	61	1	mowafy	mowafy	NOUN
cet-15741	61	2	et	et	PROPN
cet-15741	61	3	al	al	PROPN
cet-15741	61	4	.	.	PROPN
cet-15741	62	1	(	(	PUNCT
cet-15741	62	2	2023	2023	NUM
cet-15741	62	3	)	)	PUNCT
cet-15741	62	4	develop	develop	VERB
cet-15741	62	5	a	a	DET
cet-15741	62	6	parametric	parametric	ADJ
cet-15741	62	7	bim	bim	NOUN
cet-15741	62	8	-	-	PUNCT
cet-15741	62	9	based	base	VERB
cet-15741	62	10	life	life	NOUN
cet-15741	62	11	-	-	PUNCT
cet-15741	62	12	cycle	cycle	NOUN
cet-15741	62	13	assessment	assessment	NOUN
cet-15741	62	14	(	(	PUNCT
cet-15741	62	15	lca	lca	PROPN
cet-15741	62	16	)	)	PUNCT
cet-15741	62	17	framework	framework	NOUN
cet-15741	62	18	to	to	PART
cet-15741	62	19	evaluate	evaluate	VERB
cet-15741	62	20	conventional	conventional	ADJ
cet-15741	62	21	(	(	PUNCT
cet-15741	62	22	cradle	cradle	NOUN
cet-15741	62	23	-	-	PUNCT
cet-15741	62	24	to	to	ADP
cet-15741	62	25	-	-	PUNCT
cet-15741	62	26	grave	grave	NOUN
cet-15741	62	27	)	)	PUNCT
cet-15741	62	28	and	and	CCONJ
cet-15741	62	29	circular	circular	ADJ
cet-15741	62	30	cradle	cradle	NOUN
cet-15741	62	31	-	-	PUNCT
cet-15741	62	32	to	to	ADP
cet-15741	62	33	-	-	PUNCT
cet-15741	62	34	cradle	cradle	NOUN
cet-15741	62	35	design	design	NOUN
cet-15741	62	36	approaches	approach	NOUN
cet-15741	62	37	by	by	ADP
cet-15741	62	38	jointly	jointly	ADV
cet-15741	62	39	quantifying	quantify	VERB
cet-15741	62	40	embodied	embody	VERB
cet-15741	62	41	(	(	PUNCT
cet-15741	62	42	initial	initial	ADJ
cet-15741	62	43	,	,	PUNCT
cet-15741	62	44	recurrent	recurrent	NOUN
cet-15741	62	45	,	,	PUNCT
cet-15741	62	46	eol	eol	PROPN
cet-15741	62	47	/	/	SYM
cet-15741	62	48	reuse	reuse	NOUN
cet-15741	62	49	)	)	PUNCT
cet-15741	62	50	and	and	CCONJ
cet-15741	62	51	operational	operational	ADJ
cet-15741	62	52	emissions	emission	NOUN
cet-15741	62	53	.	.	PUNCT
cet-15741	63	1	the	the	DET
cet-15741	63	2	goal	goal	NOUN
cet-15741	63	3	is	be	AUX
cet-15741	63	4	to	to	PART
cet-15741	63	5	support	support	VERB
cet-15741	63	6	material	material	NOUN
cet-15741	63	7	selection	selection	NOUN
cet-15741	63	8	and	and	CCONJ
cet-15741	63	9	trade	trade	NOUN
cet-15741	63	10	-	-	PUNCT
cet-15741	63	11	off	off	ADP
cet-15741	63	12	exploration	exploration	NOUN
cet-15741	63	13	in	in	ADP
cet-15741	63	14	early	early	ADJ
cet-15741	63	15	design	design	NOUN
cet-15741	63	16	.	.	PUNCT
cet-15741	64	1	framework	framework	NOUN
cet-15741	64	2	and	and	CCONJ
cet-15741	64	3	toolchain	toolchain	NOUN
cet-15741	64	4	.	.	PUNCT
cet-15741	65	1	the	the	DET
cet-15741	65	2	framework	framework	NOUN
cet-15741	65	3	comprises	comprise	VERB
cet-15741	65	4	five	five	NUM
cet-15741	65	5	modules	module	NOUN
cet-15741	65	6	:	:	PUNCT
cet-15741	65	7	(	(	PUNCT
cet-15741	65	8	1	1	X
cet-15741	65	9	)	)	PUNCT
cet-15741	65	10	data	datum	NOUN
cet-15741	65	11	acquisition	acquisition	NOUN
cet-15741	65	12	,	,	PUNCT
cet-15741	65	13	(	(	PUNCT
cet-15741	65	14	2	2	X
cet-15741	65	15	)	)	PUNCT
cet-15741	65	16	operating	operate	VERB
cet-15741	65	17	&	&	CCONJ
cet-15741	65	18	embodied	embodied	ADJ
cet-15741	65	19	emissions	emission	NOUN
cet-15741	65	20	,	,	PUNCT
cet-15741	65	21	(	(	PUNCT
cet-15741	65	22	3	3	X
cet-15741	65	23	)	)	PUNCT
cet-15741	65	24	lca	lca	PROPN
cet-15741	65	25	,	,	PUNCT
cet-15741	65	26	(	(	PUNCT
cet-15741	65	27	4	4	X
cet-15741	65	28	)	)	PUNCT
cet-15741	65	29	optimisation	optimisation	NOUN
cet-15741	65	30	,	,	PUNCT
cet-15741	65	31	and	and	CCONJ
cet-15741	65	32	(	(	PUNCT
cet-15741	65	33	5	5	X
cet-15741	65	34	)	)	PUNCT
cet-15741	65	35	decision	decision	NOUN
cet-15741	65	36	-	-	PUNCT
cet-15741	65	37	making	making	NOUN
cet-15741	65	38	.	.	PUNCT
cet-15741	66	1	it	it	PRON
cet-15741	66	2	integrates	integrate	VERB
cet-15741	66	3	autodesk	autodesk	PROPN
cet-15741	66	4	revit	revit	PROPN
cet-15741	66	5	with	with	ADP
cet-15741	66	6	rhino	rhino	NOUN
cet-15741	66	7	/	/	SYM
cet-15741	66	8	grasshopper	grasshopper	NOUN
cet-15741	66	9	,	,	PUNCT
cet-15741	66	10	using	use	VERB
cet-15741	66	11	rhino	rhino	NOUN
cet-15741	66	12	-	-	PUNCT
cet-15741	66	13	inside	inside	ADP
cet-15741	66	14	-	-	PUNCT
cet-15741	66	15	revit	revit	PROPN
cet-15741	66	16	and	and	CCONJ
cet-15741	66	17	bhom	bhom	ADJ
cet-15741	66	18	for	for	ADP
cet-15741	66	19	quantities	quantity	NOUN
cet-15741	66	20	;	;	PUNCT
cet-15741	66	21	honeybee	honeybee	NOUN
cet-15741	66	22	/	/	SYM
cet-15741	66	23	ladybug	ladybug	PROPN
cet-15741	66	24	(	(	PUNCT
cet-15741	66	25	energyplus	energyplus	ADJ
cet-15741	66	26	/	/	SYM
cet-15741	66	27	openstudio	openstudio	NOUN
cet-15741	66	28	)	)	PUNCT
cet-15741	66	29	for	for	ADP
cet-15741	66	30	operational	operational	ADJ
cet-15741	66	31	simulation	simulation	NOUN
cet-15741	66	32	;	;	PUNCT
cet-15741	66	33	bombyx	bombyx	PROPN
cet-15741	66	34	with	with	ADP
cet-15741	66	35	the	the	DET
cet-15741	66	36	kbob	kbob	ADJ
cet-15741	66	37	database	database	NOUN
cet-15741	66	38	for	for	ADP
cet-15741	66	39	embodied	embodied	ADJ
cet-15741	66	40	factors	factor	NOUN
cet-15741	66	41	and	and	CCONJ
cet-15741	66	42	thermal	thermal	ADJ
cet-15741	66	43	data	datum	NOUN
cet-15741	66	44	;	;	PUNCT
cet-15741	66	45	nsga	nsga	NOUN
cet-15741	66	46	-	-	PUNCT
cet-15741	66	47	ii	ii	PROPN
cet-15741	66	48	via	via	ADP
cet-15741	66	49	wallacei	wallacei	NOUN
cet-15741	66	50	x	x	PUNCT
cet-15741	66	51	for	for	ADP
cet-15741	66	52	multi	multi	ADJ
cet-15741	66	53	-	-	ADJ
cet-15741	66	54	objective	objective	ADJ
cet-15741	66	55	optimisation	optimisation	NOUN
cet-15741	66	56	;	;	PUNCT
cet-15741	66	57	and	and	CCONJ
cet-15741	66	58	dea	dea	PROPN
cet-15741	66	59	(	(	PUNCT
cet-15741	66	60	osdea	osdea	PROPN
cet-15741	66	61	,	,	PUNCT
cet-15741	66	62	ems	ems	PROPN
cet-15741	66	63	)	)	PUNCT
cet-15741	66	64	to	to	PART
cet-15741	66	65	rank	rank	VERB
cet-15741	66	66	paretooptimal	paretooptimal	ADJ
cet-15741	66	67	solutions	solution	NOUN
cet-15741	66	68	.	.	PUNCT
cet-15741	67	1	case	case	NOUN
cet-15741	67	2	setup	setup	NOUN
cet-15741	67	3	.	.	PUNCT
cet-15741	68	1	a	a	DET
cet-15741	68	2	two	two	NUM
cet-15741	68	3	-	-	PUNCT
cet-15741	68	4	storey	storey	NOUN
cet-15741	68	5	residential	residential	ADJ
cet-15741	68	6	villa	villa	NOUN
cet-15741	68	7	in	in	ADP
cet-15741	68	8	cairo	cairo	PROPN
cet-15741	68	9	(	(	PUNCT
cet-15741	68	10	climate	climate	NOUN
cet-15741	68	11	2b	2b	NUM
cet-15741	68	12	)	)	PUNCT
cet-15741	68	13	is	be	AUX
cet-15741	68	14	analysed	analyse	VERB
cet-15741	68	15	.	.	PUNCT
cet-15741	69	1	building	building	NOUN
cet-15741	69	2	elements	element	NOUN
cet-15741	69	3	considered	consider	VERB
cet-15741	69	4	are	be	AUX
cet-15741	69	5	external	external	ADJ
cet-15741	69	6	/	/	SYM
cet-15741	69	7	internal	internal	ADJ
cet-15741	69	8	walls	wall	NOUN
cet-15741	69	9	,	,	PUNCT
cet-15741	69	10	floors	floor	NOUN
cet-15741	69	11	,	,	PUNCT
cet-15741	69	12	roofs	roof	NOUN
cet-15741	69	13	,	,	PUNCT
cet-15741	69	14	and	and	CCONJ
cet-15741	69	15	windows	window	NOUN
cet-15741	69	16	(	(	PUNCT
cet-15741	69	17	structural	structural	ADJ
cet-15741	69	18	frames	frame	NOUN
cet-15741	69	19	and	and	CCONJ
cet-15741	69	20	foundations	foundation	NOUN
cet-15741	69	21	excluded	exclude	VERB
cet-15741	69	22	)	)	PUNCT
cet-15741	69	23	.	.	PUNCT
cet-15741	70	1	thermal	thermal	ADJ
cet-15741	70	2	transmittance	transmittance	NOUN
cet-15741	70	3	(	(	PUNCT
cet-15741	70	4	u	u	NOUN
cet-15741	70	5	-	-	NOUN
cet-15741	70	6	value	value	NOUN
cet-15741	70	7	)	)	PUNCT
cet-15741	70	8	constraints	constraint	NOUN
cet-15741	70	9	are	be	AUX
cet-15741	70	10	applied	apply	VERB
cet-15741	70	11	(	(	PUNCT
cet-15741	70	12	e.g.	e.g.	ADV
cet-15741	70	13	,	,	PUNCT
cet-15741	70	14	walls	wall	NOUN
cet-15741	70	15	1	1	NUM
cet-15741	70	16	w	w	NOUN
cet-15741	70	17	/	/	SYM
cet-15741	70	18	m²k	m²k	NOUN
cet-15741	70	19	;	;	PUNCT
cet-15741	70	20	roof	roof	VERB
cet-15741	70	21	0.6	0.6	NUM
cet-15741	70	22	w	w	NOUN
cet-15741	70	23	/	/	SYM
cet-15741	70	24	m²k	m²k	NOUN
cet-15741	70	25	;	;	PUNCT
cet-15741	70	26	windows	window	VERB
cet-15741	70	27	3.98	3.98	NUM
cet-15741	70	28	w	w	NOUN
cet-15741	70	29	/	/	SYM
cet-15741	70	30	m²k	m²k	NOUN
cet-15741	70	31	)	)	PUNCT
cet-15741	70	32	.	.	PUNCT
cet-15741	71	1	simulations	simulation	NOUN
cet-15741	71	2	generate	generate	VERB
cet-15741	71	3	2,000	2,000	NUM
cet-15741	71	4	feasible	feasible	ADJ
cet-15741	71	5	design	design	NOUN
cet-15741	71	6	solutions	solution	NOUN
cet-15741	71	7	per	per	ADP
cet-15741	71	8	approach	approach	NOUN
cet-15741	71	9	;	;	PUNCT
cet-15741	71	10	pareto	pareto	ADJ
cet-15741	71	11	fronts	front	NOUN
cet-15741	71	12	contain	contain	VERB
cet-15741	71	13	326	326	NUM
cet-15741	71	14	(	(	PUNCT
cet-15741	71	15	conventional	conventional	ADJ
cet-15741	71	16	)	)	PUNCT
cet-15741	71	17	and	and	CCONJ
cet-15741	71	18	498	498	NUM
cet-15741	71	19	(	(	PUNCT
cet-15741	71	20	circular	circular	ADJ
cet-15741	71	21	)	)	PUNCT
cet-15741	71	22	solutions	solution	NOUN
cet-15741	71	23	.	.	PUNCT
cet-15741	72	1	optimisation	optimisation	NOUN
cet-15741	72	2	&	&	CCONJ
cet-15741	72	3	decision	decision	NOUN
cet-15741	72	4	-	-	PUNCT
cet-15741	72	5	making	making	NOUN
cet-15741	72	6	.	.	PUNCT
cet-15741	73	1	objectives	objective	NOUN
cet-15741	73	2	include	include	VERB
cet-15741	73	3	minimising	minimise	VERB
cet-15741	73	4	embodied	embody	VERB
cet-15741	73	5	global	global	ADJ
cet-15741	73	6	warming	warming	NOUN
cet-15741	73	7	potential	potential	ADJ
cet-15741	73	8	gwp	gwp	NOUN
cet-15741	73	9	,	,	PUNCT
cet-15741	73	10	operating	operate	VERB
cet-15741	73	11	gwp	gwp	NOUN
cet-15741	73	12	,	,	PUNCT
cet-15741	73	13	disposal	disposal	NOUN
cet-15741	73	14	/	/	SYM
cet-15741	73	15	reuse	reuse	NOUN
cet-15741	73	16	impacts	impact	NOUN
cet-15741	73	17	,	,	PUNCT
cet-15741	73	18	and	and	CCONJ
cet-15741	73	19	surface	surface	NOUN
cet-15741	73	20	energy	energy	NOUN
cet-15741	73	21	flow	flow	NOUN
cet-15741	73	22	subject	subject	ADJ
cet-15741	73	23	to	to	ADP
cet-15741	73	24	u	u	NOUN
cet-15741	73	25	-	-	NOUN
cet-15741	73	26	value	value	NOUN
cet-15741	73	27	bounds	bound	NOUN
cet-15741	73	28	.	.	PUNCT
cet-15741	74	1	for	for	ADP
cet-15741	74	2	the	the	DET
cet-15741	74	3	circular	circular	ADJ
cet-15741	74	4	approach	approach	NOUN
cet-15741	74	5	,	,	PUNCT
cet-15741	74	6	reuse	reuse	VERB
cet-15741	74	7	percentages	percentage	NOUN
cet-15741	74	8	for	for	ADP
cet-15741	74	9	elements	element	NOUN
cet-15741	74	10	are	be	AUX
cet-15741	74	11	optimisation	optimisation	NOUN
cet-15741	74	12	variables	variable	NOUN
cet-15741	74	13	.	.	PUNCT
cet-15741	75	1	dea	dea	NOUN
cet-15741	75	2	treats	treat	VERB
cet-15741	75	3	each	each	DET
cet-15741	75	4	pareto	pareto	ADJ
cet-15741	75	5	solution	solution	NOUN
cet-15741	75	6	as	as	SCONJ
cet-15741	75	7	a	a	DET
cet-15741	75	8	dmu	dmu	PROPN
cet-15741	75	9	to	to	PART
cet-15741	75	10	identify	identify	VERB
cet-15741	75	11	efficient	efficient	ADJ
cet-15741	75	12	and	and	CCONJ
cet-15741	75	13	super	super	ADJ
cet-15741	75	14	-	-	ADJ
cet-15741	75	15	efficient	efficient	ADJ
cet-15741	75	16	options	option	NOUN
cet-15741	75	17	for	for	ADP
cet-15741	75	18	final	final	ADJ
cet-15741	75	19	selection	selection	NOUN
cet-15741	75	20	and	and	CCONJ
cet-15741	75	21	cross	cross	ADJ
cet-15741	75	22	-	-	ADJ
cet-15741	75	23	approach	approach	ADJ
cet-15741	75	24	comparison	comparison	NOUN
cet-15741	75	25	.	.	PUNCT
cet-15741	76	1	key	key	ADJ
cet-15741	76	2	findings	finding	NOUN
cet-15741	76	3	from	from	ADP
cet-15741	76	4	the	the	DET
cet-15741	76	5	study	study	NOUN
cet-15741	76	6	.	.	PUNCT
cet-15741	77	1	operating	operate	VERB
cet-15741	77	2	impacts	impact	NOUN
cet-15741	77	3	dominate	dominate	VERB
cet-15741	77	4	overall	overall	ADJ
cet-15741	77	5	gwp	gwp	NOUN
cet-15741	77	6	in	in	ADP
cet-15741	77	7	both	both	DET
cet-15741	77	8	approaches	approach	NOUN
cet-15741	77	9	;	;	PUNCT
cet-15741	77	10	embodied	embody	VERB
cet-15741	77	11	and	and	CCONJ
cet-15741	77	12	eol	eol	PROPN
cet-15741	77	13	/	/	SYM
cet-15741	77	14	reuse	reuse	NOUN
cet-15741	77	15	contribute	contribute	VERB
cet-15741	77	16	less	less	ADV
cet-15741	77	17	.	.	PUNCT
cet-15741	78	1	the	the	DET
cet-15741	78	2	circular	circular	ADJ
cet-15741	78	3	approach	approach	NOUN
cet-15741	78	4	achieves	achieve	VERB
cet-15741	78	5	lower	low	ADJ
cet-15741	78	6	embodied	embodied	ADJ
cet-15741	78	7	gwp	gwp	NOUN
cet-15741	78	8	bounds	bound	NOUN
cet-15741	78	9	(	(	PUNCT
cet-15741	78	10	min	min	NOUN
cet-15741	78	11	18.14	18.14	NUM
cet-15741	78	12	vs.	vs.	ADP
cet-15741	78	13	19.53	19.53	NUM
cet-15741	78	14	kgco₂	kgco₂	PROPN
cet-15741	78	15	eq/(m²·y	eq/(m²·y	PROPN
cet-15741	78	16	)	)	PUNCT
cet-15741	78	17	for	for	ADP
cet-15741	78	18	conventional	conventional	ADJ
cet-15741	78	19	)	)	PUNCT
cet-15741	78	20	,	,	PUNCT
cet-15741	78	21	but	but	CCONJ
cet-15741	78	22	tends	tend	VERB
cet-15741	78	23	to	to	PART
cet-15741	78	24	increase	increase	VERB
cet-15741	78	25	operating	operate	VERB
cet-15741	78	26	gwp	gwp	NOUN
cet-15741	78	27	due	due	ADP
cet-15741	78	28	to	to	ADP
cet-15741	78	29	the	the	DET
cet-15741	78	30	higher	high	ADJ
cet-15741	78	31	heat	heat	NOUN
cet-15741	78	32	transmittance	transmittance	NOUN
cet-15741	78	33	of	of	ADP
cet-15741	78	34	some	some	DET
cet-15741	78	35	materials	material	NOUN
cet-15741	78	36	.	.	PUNCT
cet-15741	79	1	reported	report	VERB
cet-15741	79	2	ranges	range	NOUN
cet-15741	79	3	include	include	VERB
cet-15741	79	4	conventional	conventional	ADJ
cet-15741	79	5	embodied	embody	VERB
cet-15741	79	6	gwp	gwp	PROPN
cet-15741	79	7	up	up	ADP
cet-15741	79	8	to	to	ADP
cet-15741	79	9	112.7	112.7	NUM
cet-15741	79	10	kgco₂	kgco₂	NOUN
cet-15741	79	11	eq/(m²·y	eq/(m²·y	PROPN
cet-15741	79	12	)	)	PUNCT
cet-15741	79	13	,	,	PUNCT
cet-15741	79	14	while	while	SCONJ
cet-15741	79	15	circular	circular	ADJ
cet-15741	79	16	peaks	peak	NOUN
cet-15741	79	17	at	at	ADP
cet-15741	79	18	31.95	31.95	NUM
cet-15741	79	19	kgco₂	kgco₂	NOUN
cet-15741	79	20	eq/(m²·y	eq/(m²·y	NOUN
cet-15741	79	21	)	)	PUNCT
cet-15741	79	22	.	.	PUNCT
cet-15741	80	1	many	many	ADJ
cet-15741	80	2	operational	operational	ADJ
cet-15741	80	3	gwp	gwp	PROPN
cet-15741	80	4	values	value	NOUN
cet-15741	80	5	fall	fall	VERB
cet-15741	80	6	around	around	ADP
cet-15741	80	7	285–290	285–290	NUM
cet-15741	80	8	kgco₂	kgco₂	NOUN
cet-15741	80	9	eq/(m²·y	eq/(m²·y	NOUN
cet-15741	80	10	)	)	PUNCT
cet-15741	80	11	.	.	PUNCT
cet-15741	81	1	in	in	ADP
cet-15741	81	2	the	the	DET
cet-15741	81	3	comparison	comparison	NOUN
cet-15741	81	4	dea	dea	PROPN
cet-15741	81	5	model	model	PROPN
cet-15741	81	6	,	,	PUNCT
cet-15741	81	7	the	the	DET
cet-15741	81	8	top	top	ADV
cet-15741	81	9	-	-	PUNCT
cet-15741	81	10	ranked	rank	VERB
cet-15741	81	11	overall	overall	ADJ
cet-15741	81	12	solution	solution	NOUN
cet-15741	81	13	comes	come	VERB
cet-15741	81	14	from	from	ADP
cet-15741	81	15	the	the	DET
cet-15741	81	16	conventional	conventional	ADJ
cet-15741	81	17	set	set	NOUN
cet-15741	81	18	;	;	PUNCT
cet-15741	81	19	however	however	ADV
cet-15741	81	20	,	,	PUNCT
cet-15741	81	21	a	a	DET
cet-15741	81	22	leading	lead	VERB
cet-15741	81	23	circular	circular	ADJ
cet-15741	81	24	solution	solution	NOUN
cet-15741	81	25	shows	show	VERB
cet-15741	81	26	substantial	substantial	ADJ
cet-15741	81	27	embodied	embodied	ADJ
cet-15741	81	28	savings	saving	NOUN
cet-15741	81	29	(	(	PUNCT
cet-15741	81	30	e.g.	e.g.	ADV
cet-15741	81	31	,	,	PUNCT
cet-15741	81	32	28.47	28.47	NUM
cet-15741	81	33	%	%	NOUN
cet-15741	81	34	reduction	reduction	NOUN
cet-15741	81	35	between	between	ADP
cet-15741	81	36	first	first	ADJ
cet-15741	81	37	and	and	CCONJ
cet-15741	81	38	intermediate	intermediate	ADJ
cet-15741	81	39	cycles	cycle	NOUN
cet-15741	81	40	in	in	ADP
cet-15741	81	41	one	one	NUM
cet-15741	81	42	case	case	NOUN
cet-15741	81	43	)	)	PUNCT
cet-15741	81	44	.	.	PUNCT
cet-15741	82	1	reuse	reuse	NOUN
cet-15741	82	2	rates	rate	NOUN
cet-15741	82	3	vary	vary	VERB
cet-15741	82	4	by	by	ADP
cet-15741	82	5	element	element	NOUN
cet-15741	82	6	(	(	PUNCT
cet-15741	82	7	e.g.	e.g.	ADV
cet-15741	82	8	,	,	PUNCT
cet-15741	82	9	walls	wall	NOUN
cet-15741	82	10	often	often	ADV
cet-15741	82	11	11–47	11–47	NUM
cet-15741	82	12	%	%	NOUN
cet-15741	82	13	,	,	PUNCT
cet-15741	82	14	roofs	roof	NOUN
cet-15741	82	15	/	/	SYM
cet-15741	82	16	windows	window	NOUN
cet-15741	82	17	frequently	frequently	ADV
cet-15741	82	18	higher	high	ADJ
cet-15741	82	19	)	)	PUNCT
cet-15741	82	20	,	,	PUNCT
cet-15741	82	21	and	and	CCONJ
cet-15741	82	22	higher	high	ADJ
cet-15741	82	23	reuse	reuse	NOUN
cet-15741	82	24	does	do	AUX
cet-15741	82	25	not	not	PART
cet-15741	82	26	uniformly	uniformly	ADV
cet-15741	82	27	translate	translate	VERB
cet-15741	82	28	to	to	ADP
cet-15741	82	29	the	the	DET
cet-15741	82	30	lowest	low	ADJ
cet-15741	82	31	total	total	ADJ
cet-15741	82	32	impacts	impact	NOUN
cet-15741	82	33	,	,	PUNCT
cet-15741	82	34	reflecting	reflect	VERB
cet-15741	82	35	trade	trade	NOUN
cet-15741	82	36	-	-	PUNCT
cet-15741	82	37	offs	off	NOUN
cet-15741	82	38	among	among	ADP
cet-15741	82	39	element	element	NOUN
cet-15741	82	40	gwps	gwps	NOUN
cet-15741	82	41	and	and	CCONJ
cet-15741	82	42	thermal	thermal	ADJ
cet-15741	82	43	performance	performance	NOUN
cet-15741	82	44	.	.	PUNCT
cet-15741	83	1	relevance	relevance	NOUN
cet-15741	83	2	to	to	ADP
cet-15741	83	3	this	this	DET
cet-15741	83	4	review	review	NOUN
cet-15741	83	5	.	.	PUNCT
cet-15741	84	1	this	this	DET
cet-15741	84	2	case	case	NOUN
cet-15741	84	3	concretely	concretely	ADV
cet-15741	84	4	illustrates	illustrate	VERB
cet-15741	84	5	how	how	SCONJ
cet-15741	84	6	bim	bim	NOUN
cet-15741	84	7	-	-	PUNCT
cet-15741	84	8	parametric	parametric	ADJ
cet-15741	84	9	integration	integration	NOUN
cet-15741	84	10	operationalises	operationalise	VERB
cet-15741	84	11	lifecycle	lifecycle	NOUN
cet-15741	84	12	thinking	thinking	NOUN
cet-15741	84	13	:	:	PUNCT
cet-15741	84	14	unified	unified	ADJ
cet-15741	84	15	data	data	NOUN
cet-15741	84	16	flow	flow	NOUN
cet-15741	84	17	,	,	PUNCT
cet-15741	84	18	transparent	transparent	ADJ
cet-15741	84	19	lca	lca	PROPN
cet-15741	84	20	boundaries	boundary	NOUN
cet-15741	84	21	(	(	PUNCT
cet-15741	84	22	a	a	DET
cet-15741	84	23	-	-	PUNCT
cet-15741	84	24	c	c	NOUN
cet-15741	84	25	,	,	PUNCT
cet-15741	84	26	d	d	NOUN
cet-15741	84	27	)	)	PUNCT
cet-15741	84	28	,	,	PUNCT
cet-15741	84	29	multi	multi	ADJ
cet-15741	84	30	-	-	ADJ
cet-15741	84	31	objective	objective	ADJ
cet-15741	84	32	search	search	NOUN
cet-15741	84	33	,	,	PUNCT
cet-15741	84	34	and	and	CCONJ
cet-15741	84	35	nonsubjective	nonsubjective	ADJ
cet-15741	84	36	ranking	ranking	ADJ
cet-15741	84	37	(	(	PUNCT
cet-15741	84	38	dea	dea	NOUN
cet-15741	84	39	)	)	PUNCT
cet-15741	84	40	.	.	PUNCT
cet-15741	85	1	it	it	PRON
cet-15741	85	2	also	also	ADV
cet-15741	85	3	exemplifies	exemplify	VERB
cet-15741	85	4	a	a	DET
cet-15741	85	5	recurring	recur	VERB
cet-15741	85	6	theme	theme	NOUN
cet-15741	85	7	in	in	ADP
cet-15741	85	8	the	the	DET
cet-15741	85	9	literature	literature	NOUN
cet-15741	85	10	—	—	PUNCT
cet-15741	85	11	embodied	embody	VERB
cet-15741	85	12	-	-	PUNCT
cet-15741	85	13	versus	versus	ADP
cet-15741	85	14	-	-	PUNCT
cet-15741	85	15	operational	operational	ADJ
cet-15741	85	16	81	81	NUM
cet-15741	85	17	trade	trade	NOUN
cet-15741	85	18	-	-	PUNCT
cet-15741	85	19	offs	off	NOUN
cet-15741	85	20	—	—	PUNCT
cet-15741	85	21	and	and	CCONJ
cet-15741	85	22	the	the	DET
cet-15741	85	23	need	need	NOUN
cet-15741	85	24	for	for	ADP
cet-15741	85	25	database	database	NOUN
cet-15741	85	26	interoperability	interoperability	NOUN
cet-15741	85	27	and	and	CCONJ
cet-15741	85	28	context	context	NOUN
cet-15741	85	29	-	-	PUNCT
cet-15741	85	30	specific	specific	ADJ
cet-15741	85	31	thermal	thermal	ADJ
cet-15741	85	32	/	/	SYM
cet-15741	85	33	embodied	embody	VERB
cet-15741	85	34	data	datum	NOUN
cet-15741	85	35	when	when	SCONJ
cet-15741	85	36	comparing	compare	VERB
cet-15741	85	37	conventional	conventional	ADJ
cet-15741	85	38	and	and	CCONJ
cet-15741	85	39	circular	circular	ADJ
cet-15741	85	40	strategies	strategy	NOUN
cet-15741	85	41	.	.	PUNCT
cet-15741	86	1	4	4	X
cet-15741	86	2	.	.	X
cet-15741	86	3	construction	construction	NOUN
cet-15741	86	4	phase	phase	NOUN
cet-15741	86	5	during	during	ADP
cet-15741	86	6	the	the	DET
cet-15741	86	7	construction	construction	NOUN
cet-15741	86	8	phase	phase	NOUN
cet-15741	86	9	,	,	PUNCT
cet-15741	86	10	the	the	DET
cet-15741	86	11	integration	integration	NOUN
cet-15741	86	12	of	of	ADP
cet-15741	86	13	parametric	parametric	ADJ
cet-15741	86	14	design	design	NOUN
cet-15741	86	15	and	and	CCONJ
cet-15741	86	16	bim	bim	NOUN
cet-15741	86	17	can	can	AUX
cet-15741	86	18	significantly	significantly	ADV
cet-15741	86	19	enhance	enhance	VERB
cet-15741	86	20	material	material	NOUN
cet-15741	86	21	efficiency	efficiency	NOUN
cet-15741	86	22	,	,	PUNCT
cet-15741	86	23	energy	energy	NOUN
cet-15741	86	24	performance	performance	NOUN
cet-15741	86	25	,	,	PUNCT
cet-15741	86	26	and	and	CCONJ
cet-15741	86	27	overall	overall	ADJ
cet-15741	86	28	process	process	NOUN
cet-15741	86	29	optimisation	optimisation	NOUN
cet-15741	86	30	.	.	PUNCT
cet-15741	87	1	digital	digital	ADJ
cet-15741	87	2	workflows	workflow	NOUN
cet-15741	87	3	involving	involve	VERB
cet-15741	87	4	robotic	robotic	ADJ
cet-15741	87	5	manufacturing	manufacturing	NOUN
cet-15741	87	6	and	and	CCONJ
cet-15741	87	7	automated	automate	VERB
cet-15741	87	8	decision	decision	NOUN
cet-15741	87	9	systems	system	NOUN
cet-15741	87	10	are	be	AUX
cet-15741	87	11	increasingly	increasingly	ADV
cet-15741	87	12	enabling	enable	VERB
cet-15741	87	13	more	more	ADV
cet-15741	87	14	sustainable	sustainable	ADJ
cet-15741	87	15	construction	construction	NOUN
cet-15741	87	16	methods	method	NOUN
cet-15741	87	17	,	,	PUNCT
cet-15741	87	18	particularly	particularly	ADV
cet-15741	87	19	in	in	ADP
cet-15741	87	20	off	off	ADP
cet-15741	87	21	-	-	PUNCT
cet-15741	87	22	site	site	NOUN
cet-15741	87	23	and	and	CCONJ
cet-15741	87	24	prefabricated	prefabricate	VERB
cet-15741	87	25	contexts	contexts	NOUN
cet-15741	87	26	.	.	PUNCT
cet-15741	88	1	mehdipoor	mehdipoor	PROPN
cet-15741	88	2	et	et	PROPN
cet-15741	88	3	al	al	PROPN
cet-15741	88	4	.	.	PROPN
cet-15741	89	1	(	(	PUNCT
cet-15741	89	2	2025	2025	NUM
cet-15741	89	3	)	)	PUNCT
cet-15741	89	4	developed	develop	VERB
cet-15741	89	5	a	a	DET
cet-15741	89	6	generative	generative	ADJ
cet-15741	89	7	parametric	parametric	ADJ
cet-15741	89	8	framework	framework	NOUN
cet-15741	89	9	that	that	PRON
cet-15741	89	10	combines	combine	VERB
cet-15741	89	11	bim	bim	NOUN
cet-15741	89	12	with	with	ADP
cet-15741	89	13	robotic	robotic	ADJ
cet-15741	89	14	manufacturing	manufacturing	NOUN
cet-15741	89	15	to	to	PART
cet-15741	89	16	produce	produce	VERB
cet-15741	89	17	free	free	ADJ
cet-15741	89	18	-	-	PUNCT
cet-15741	89	19	form	form	NOUN
cet-15741	89	20	façade	façade	NOUN
cet-15741	89	21	panels	panel	NOUN
cet-15741	89	22	in	in	ADP
cet-15741	89	23	a	a	DET
cet-15741	89	24	resource	resource	NOUN
cet-15741	89	25	-	-	PUNCT
cet-15741	89	26	efficient	efficient	ADJ
cet-15741	89	27	manner	manner	NOUN
cet-15741	89	28	.	.	PUNCT
cet-15741	90	1	their	their	PRON
cet-15741	90	2	workflow	workflow	NOUN
cet-15741	90	3	integrates	integrate	NOUN
cet-15741	90	4	archicad	archicad	VERB
cet-15741	90	5	-	-	PUNCT
cet-15741	90	6	based	base	VERB
cet-15741	90	7	modelling	modelling	NOUN
cet-15741	90	8	,	,	PUNCT
cet-15741	90	9	energy	energy	NOUN
cet-15741	90	10	analysis	analysis	NOUN
cet-15741	90	11	using	use	VERB
cet-15741	90	12	ladybug	ladybug	PROPN
cet-15741	90	13	and	and	CCONJ
cet-15741	90	14	ecodesigner	ecodesigner	ADJ
cet-15741	90	15	,	,	PUNCT
cet-15741	90	16	and	and	CCONJ
cet-15741	90	17	genetic	genetic	ADJ
cet-15741	90	18	algorithm	algorithm	NOUN
cet-15741	90	19	-	-	PUNCT
cet-15741	90	20	driven	drive	VERB
cet-15741	90	21	optimisation	optimisation	NOUN
cet-15741	90	22	via	via	ADP
cet-15741	90	23	wallacei	wallacei	NOUN
cet-15741	90	24	.	.	PUNCT
cet-15741	91	1	cnc	cnc	ADJ
cet-15741	91	2	robotic	robotic	ADJ
cet-15741	91	3	arms	arm	NOUN
cet-15741	91	4	are	be	AUX
cet-15741	91	5	used	use	VERB
cet-15741	91	6	to	to	PART
cet-15741	91	7	fabricate	fabricate	VERB
cet-15741	91	8	custom	custom	NOUN
cet-15741	91	9	façade	façade	NOUN
cet-15741	91	10	components	component	NOUN
cet-15741	91	11	based	base	VERB
cet-15741	91	12	on	on	ADP
cet-15741	91	13	solar	solar	ADJ
cet-15741	91	14	radiation	radiation	NOUN
cet-15741	91	15	analysis	analysis	NOUN
cet-15741	91	16	,	,	PUNCT
cet-15741	91	17	enabling	enable	VERB
cet-15741	91	18	the	the	DET
cet-15741	91	19	system	system	NOUN
cet-15741	91	20	to	to	PART
cet-15741	91	21	reduce	reduce	VERB
cet-15741	91	22	solar	solar	ADJ
cet-15741	91	23	exposure	exposure	NOUN
cet-15741	91	24	by	by	ADP
cet-15741	91	25	45	45	NUM
cet-15741	91	26	%	%	NOUN
cet-15741	91	27	while	while	SCONJ
cet-15741	91	28	generating	generate	VERB
cet-15741	91	29	over	over	ADP
cet-15741	91	30	630	630	NUM
cet-15741	91	31	m2	m2	NOUN
cet-15741	91	32	of	of	ADP
cet-15741	91	33	tailored	tailored	ADJ
cet-15741	91	34	shading	shading	NOUN
cet-15741	91	35	surfaces	surface	NOUN
cet-15741	91	36	.	.	PUNCT
cet-15741	92	1	the	the	DET
cet-15741	92	2	real	real	ADJ
cet-15741	92	3	-	-	PUNCT
cet-15741	92	4	time	time	NOUN
cet-15741	92	5	feedback	feedback	NOUN
cet-15741	92	6	loop	loop	NOUN
cet-15741	92	7	in	in	ADP
cet-15741	92	8	their	their	PRON
cet-15741	92	9	workflow	workflow	NOUN
cet-15741	92	10	points	point	NOUN
cet-15741	92	11	toward	toward	ADP
cet-15741	92	12	future	future	ADJ
cet-15741	92	13	improvements	improvement	NOUN
cet-15741	92	14	in	in	ADP
cet-15741	92	15	responsive	responsive	ADJ
cet-15741	92	16	design	design	NOUN
cet-15741	92	17	and	and	CCONJ
cet-15741	92	18	manufacturing	manufacturing	NOUN
cet-15741	92	19	.	.	PUNCT
cet-15741	93	1	metvaei	metvaei	PROPN
cet-15741	93	2	et	et	PROPN
cet-15741	93	3	al	al	PROPN
cet-15741	93	4	.	.	PROPN
cet-15741	94	1	(	(	PUNCT
cet-15741	94	2	2025	2025	NUM
cet-15741	94	3	)	)	PUNCT
cet-15741	94	4	proposed	propose	VERB
cet-15741	94	5	a	a	DET
cet-15741	94	6	bim	bim	NOUN
cet-15741	94	7	-	-	PUNCT
cet-15741	94	8	enabled	enable	VERB
cet-15741	94	9	robotic	robotic	ADJ
cet-15741	94	10	manufacturing	manufacturing	NOUN
cet-15741	94	11	framework	framework	NOUN
cet-15741	94	12	for	for	ADP
cet-15741	94	13	the	the	DET
cet-15741	94	14	mass	mass	PROPN
cet-15741	94	15	customisation	customisation	NOUN
cet-15741	94	16	of	of	ADP
cet-15741	94	17	prefabricated	prefabricate	VERB
cet-15741	94	18	building	building	NOUN
cet-15741	94	19	elements	element	NOUN
cet-15741	94	20	.	.	PUNCT
cet-15741	95	1	their	their	PRON
cet-15741	95	2	two	two	NUM
cet-15741	95	3	-	-	PUNCT
cet-15741	95	4	phase	phase	NOUN
cet-15741	95	5	digital	digital	ADJ
cet-15741	95	6	process	process	NOUN
cet-15741	95	7	begins	begin	VERB
cet-15741	95	8	with	with	ADP
cet-15741	95	9	a	a	DET
cet-15741	95	10	configurator	configurator	NOUN
cet-15741	95	11	that	that	PRON
cet-15741	95	12	generates	generate	VERB
cet-15741	95	13	a	a	DET
cet-15741	95	14	bim	bim	NOUN
cet-15741	95	15	model	model	NOUN
cet-15741	95	16	incorporating	incorporate	VERB
cet-15741	95	17	design	design	NOUN
cet-15741	95	18	for	for	ADP
cet-15741	95	19	manufacture	manufacture	NOUN
cet-15741	95	20	and	and	CCONJ
cet-15741	95	21	assembly	assembly	NOUN
cet-15741	95	22	(	(	PUNCT
cet-15741	95	23	dfma	dfma	NOUN
cet-15741	95	24	)	)	PUNCT
cet-15741	95	25	considerations	consideration	NOUN
cet-15741	95	26	.	.	PUNCT
cet-15741	96	1	in	in	ADP
cet-15741	96	2	the	the	DET
cet-15741	96	3	second	second	ADJ
cet-15741	96	4	phase	phase	NOUN
cet-15741	96	5	,	,	PUNCT
cet-15741	96	6	robot	robot	NOUN
cet-15741	96	7	codes	code	NOUN
cet-15741	96	8	are	be	AUX
cet-15741	96	9	directly	directly	ADV
cet-15741	96	10	generated	generate	VERB
cet-15741	96	11	from	from	ADP
cet-15741	96	12	the	the	DET
cet-15741	96	13	bim	bim	NOUN
cet-15741	96	14	model	model	NOUN
cet-15741	96	15	using	use	VERB
cet-15741	96	16	autodesk	autodesk	PROPN
cet-15741	96	17	revit	revit	PROPN
cet-15741	96	18	and	and	CCONJ
cet-15741	96	19	abb	abb	PROPN
cet-15741	96	20	robotstudio	robotstudio	NOUN
cet-15741	96	21	apis	apis	PROPN
cet-15741	96	22	,	,	PUNCT
cet-15741	96	23	eliminating	eliminate	VERB
cet-15741	96	24	the	the	DET
cet-15741	96	25	need	need	NOUN
cet-15741	96	26	for	for	ADP
cet-15741	96	27	file	file	NOUN
cet-15741	96	28	conversion	conversion	NOUN
cet-15741	96	29	.	.	PUNCT
cet-15741	97	1	their	their	PRON
cet-15741	97	2	system	system	NOUN
cet-15741	97	3	supports	support	VERB
cet-15741	97	4	full	full	ADJ
cet-15741	97	5	automation	automation	NOUN
cet-15741	97	6	of	of	ADP
cet-15741	97	7	material	material	NOUN
cet-15741	97	8	handling	handling	NOUN
cet-15741	97	9	,	,	PUNCT
cet-15741	97	10	assembly	assembly	NOUN
cet-15741	97	11	,	,	PUNCT
cet-15741	97	12	and	and	CCONJ
cet-15741	97	13	sequencing	sequence	VERB
cet-15741	97	14	operations	operation	NOUN
cet-15741	97	15	,	,	PUNCT
cet-15741	97	16	and	and	CCONJ
cet-15741	97	17	was	be	AUX
cet-15741	97	18	successfully	successfully	ADV
cet-15741	97	19	demonstrated	demonstrate	VERB
cet-15741	97	20	through	through	ADP
cet-15741	97	21	the	the	DET
cet-15741	97	22	prefabrication	prefabrication	NOUN
cet-15741	97	23	of	of	ADP
cet-15741	97	24	light	light	ADJ
cet-15741	97	25	gauge	gauge	NOUN
cet-15741	97	26	steel	steel	NOUN
cet-15741	97	27	panels	panel	NOUN
cet-15741	97	28	for	for	ADP
cet-15741	97	29	a	a	DET
cet-15741	97	30	two	two	NUM
cet-15741	97	31	-	-	PUNCT
cet-15741	97	32	storey	storey	NOUN
cet-15741	97	33	residential	residential	ADJ
cet-15741	97	34	building	building	NOUN
cet-15741	97	35	.	.	PUNCT
cet-15741	98	1	while	while	SCONJ
cet-15741	98	2	current	current	ADJ
cet-15741	98	3	applications	application	NOUN
cet-15741	98	4	are	be	AUX
cet-15741	98	5	primarily	primarily	ADV
cet-15741	98	6	focused	focus	VERB
cet-15741	98	7	on	on	ADP
cet-15741	98	8	façade	façade	NOUN
cet-15741	98	9	systems	system	NOUN
cet-15741	98	10	and	and	CCONJ
cet-15741	98	11	wall	wall	PROPN
cet-15741	98	12	panel	panel	PROPN
cet-15741	98	13	prefabrication	prefabrication	NOUN
cet-15741	98	14	,	,	PUNCT
cet-15741	98	15	these	these	DET
cet-15741	98	16	studies	study	NOUN
cet-15741	98	17	demonstrate	demonstrate	VERB
cet-15741	98	18	how	how	SCONJ
cet-15741	98	19	parametric	parametric	ADJ
cet-15741	98	20	bim	bim	NOUN
cet-15741	98	21	methods	method	NOUN
cet-15741	98	22	and	and	CCONJ
cet-15741	98	23	robotic	robotic	ADJ
cet-15741	98	24	manufacturing	manufacturing	NOUN
cet-15741	98	25	can	can	AUX
cet-15741	98	26	increase	increase	VERB
cet-15741	98	27	construction	construction	NOUN
cet-15741	98	28	efficiency	efficiency	NOUN
cet-15741	98	29	,	,	PUNCT
cet-15741	98	30	reduce	reduce	VERB
cet-15741	98	31	material	material	NOUN
cet-15741	98	32	waste	waste	NOUN
cet-15741	98	33	,	,	PUNCT
cet-15741	98	34	and	and	CCONJ
cet-15741	98	35	advance	advance	VERB
cet-15741	98	36	sustainability	sustainability	NOUN
cet-15741	98	37	objectives	objective	NOUN
cet-15741	98	38	in	in	ADP
cet-15741	98	39	practical	practical	ADJ
cet-15741	98	40	workflows	workflow	NOUN
cet-15741	98	41	.	.	PUNCT
cet-15741	99	1	further	further	ADJ
cet-15741	99	2	research	research	NOUN
cet-15741	99	3	is	be	AUX
cet-15741	99	4	needed	need	VERB
cet-15741	99	5	to	to	PART
cet-15741	99	6	extend	extend	VERB
cet-15741	99	7	such	such	ADJ
cet-15741	99	8	methods	method	NOUN
cet-15741	99	9	to	to	ADP
cet-15741	99	10	other	other	ADJ
cet-15741	99	11	structural	structural	ADJ
cet-15741	99	12	and	and	CCONJ
cet-15741	99	13	envelope	envelope	NOUN
cet-15741	99	14	components	component	NOUN
cet-15741	99	15	and	and	CCONJ
cet-15741	99	16	to	to	PART
cet-15741	99	17	integrate	integrate	VERB
cet-15741	99	18	life	life	NOUN
cet-15741	99	19	cycle	cycle	NOUN
cet-15741	99	20	impact	impact	NOUN
cet-15741	99	21	assessments	assessment	NOUN
cet-15741	99	22	in	in	ADP
cet-15741	99	23	the	the	DET
cet-15741	99	24	manufacturing	manufacturing	NOUN
cet-15741	99	25	process	process	NOUN
cet-15741	99	26	.	.	PUNCT
cet-15741	100	1	5	5	X
cet-15741	100	2	.	.	X
cet-15741	100	3	operation	operation	NOUN
cet-15741	100	4	and	and	CCONJ
cet-15741	100	5	maintenance	maintenance	NOUN
cet-15741	100	6	in	in	ADP
cet-15741	100	7	the	the	DET
cet-15741	100	8	operational	operational	ADJ
cet-15741	100	9	phase	phase	NOUN
cet-15741	100	10	of	of	ADP
cet-15741	100	11	buildings	building	NOUN
cet-15741	100	12	,	,	PUNCT
cet-15741	100	13	data	data	NOUN
cet-15741	100	14	-	-	PUNCT
cet-15741	100	15	driven	drive	VERB
cet-15741	100	16	technologies	technology	NOUN
cet-15741	100	17	such	such	ADJ
cet-15741	100	18	as	as	ADP
cet-15741	100	19	digital	digital	ADJ
cet-15741	100	20	twins	twin	NOUN
cet-15741	100	21	and	and	CCONJ
cet-15741	100	22	predictive	predictive	ADJ
cet-15741	100	23	maintenance	maintenance	NOUN
cet-15741	100	24	systems	system	NOUN
cet-15741	100	25	can	can	AUX
cet-15741	100	26	significantly	significantly	ADV
cet-15741	100	27	enhance	enhance	VERB
cet-15741	100	28	energy	energy	NOUN
cet-15741	100	29	efficiency	efficiency	NOUN
cet-15741	100	30	,	,	PUNCT
cet-15741	100	31	reduce	reduce	VERB
cet-15741	100	32	operating	operating	NOUN
cet-15741	100	33	costs	cost	NOUN
cet-15741	100	34	,	,	PUNCT
cet-15741	100	35	and	and	CCONJ
cet-15741	100	36	improve	improve	VERB
cet-15741	100	37	sustainability	sustainability	NOUN
cet-15741	100	38	outcomes	outcome	NOUN
cet-15741	100	39	.	.	PUNCT
cet-15741	101	1	by	by	ADP
cet-15741	101	2	integrating	integrate	VERB
cet-15741	101	3	real	real	ADJ
cet-15741	101	4	-	-	PUNCT
cet-15741	101	5	time	time	NOUN
cet-15741	101	6	sensor	sensor	NOUN
cet-15741	101	7	data	datum	NOUN
cet-15741	101	8	with	with	ADP
cet-15741	101	9	bim	bim	NOUN
cet-15741	101	10	and	and	CCONJ
cet-15741	101	11	simulation	simulation	NOUN
cet-15741	101	12	tools	tool	NOUN
cet-15741	101	13	,	,	PUNCT
cet-15741	101	14	buildings	building	NOUN
cet-15741	101	15	can	can	AUX
cet-15741	101	16	be	be	AUX
cet-15741	101	17	managed	manage	VERB
cet-15741	101	18	in	in	ADP
cet-15741	101	19	a	a	DET
cet-15741	101	20	more	more	ADV
cet-15741	101	21	responsive	responsive	ADJ
cet-15741	101	22	and	and	CCONJ
cet-15741	101	23	resource	resource	NOUN
cet-15741	101	24	-	-	PUNCT
cet-15741	101	25	conscious	conscious	ADJ
cet-15741	101	26	manner	manner	NOUN
cet-15741	101	27	.	.	PUNCT
cet-15741	102	1	sghiri	sghiri	PROPN
cet-15741	102	2	et	et	PROPN
cet-15741	102	3	al	al	PROPN
cet-15741	102	4	.	.	PROPN
cet-15741	103	1	(	(	PUNCT
cet-15741	103	2	2025	2025	NUM
cet-15741	103	3	)	)	PUNCT
cet-15741	103	4	conducted	conduct	VERB
cet-15741	103	5	a	a	DET
cet-15741	103	6	systematic	systematic	ADJ
cet-15741	103	7	literature	literature	NOUN
cet-15741	103	8	review	review	NOUN
cet-15741	103	9	on	on	ADP
cet-15741	103	10	the	the	DET
cet-15741	103	11	role	role	NOUN
cet-15741	103	12	of	of	ADP
cet-15741	103	13	digital	digital	ADJ
cet-15741	103	14	twins	twin	NOUN
cet-15741	103	15	in	in	ADP
cet-15741	103	16	building	build	VERB
cet-15741	103	17	energy	energy	NOUN
cet-15741	103	18	efficiency	efficiency	NOUN
cet-15741	103	19	.	.	PUNCT
cet-15741	104	1	they	they	PRON
cet-15741	104	2	identified	identify	VERB
cet-15741	104	3	key	key	ADJ
cet-15741	104	4	applications	application	NOUN
cet-15741	104	5	such	such	ADJ
cet-15741	104	6	as	as	ADP
cet-15741	104	7	real	real	ADJ
cet-15741	104	8	-	-	PUNCT
cet-15741	104	9	time	time	NOUN
cet-15741	104	10	heating	heating	NOUN
cet-15741	104	11	,	,	PUNCT
cet-15741	104	12	ventilation	ventilation	NOUN
cet-15741	104	13	and	and	CCONJ
cet-15741	104	14	air	air	NOUN
cet-15741	104	15	conditioning	conditioning	NOUN
cet-15741	104	16	(	(	PUNCT
cet-15741	104	17	hvac	hvac	NOUN
cet-15741	104	18	)	)	PUNCT
cet-15741	104	19	control	control	NOUN
cet-15741	104	20	,	,	PUNCT
cet-15741	104	21	occupancy	occupancy	NOUN
cet-15741	104	22	-	-	PUNCT
cet-15741	104	23	based	base	VERB
cet-15741	104	24	lighting	lighting	NOUN
cet-15741	104	25	optimisation	optimisation	NOUN
cet-15741	104	26	,	,	PUNCT
cet-15741	104	27	predictive	predictive	ADJ
cet-15741	104	28	modelling	modelling	NOUN
cet-15741	104	29	of	of	ADP
cet-15741	104	30	energy	energy	NOUN
cet-15741	104	31	demands	demand	NOUN
cet-15741	104	32	,	,	PUNCT
cet-15741	104	33	and	and	CCONJ
cet-15741	104	34	fault	fault	VERB
cet-15741	104	35	detection	detection	NOUN
cet-15741	104	36	.	.	PUNCT
cet-15741	105	1	the	the	DET
cet-15741	105	2	technologies	technology	NOUN
cet-15741	105	3	supporting	support	VERB
cet-15741	105	4	these	these	DET
cet-15741	105	5	applications	application	NOUN
cet-15741	105	6	include	include	VERB
cet-15741	105	7	iot	iot	ADJ
cet-15741	105	8	sensors	sensor	NOUN
cet-15741	105	9	,	,	PUNCT
cet-15741	105	10	machine	machine	NOUN
cet-15741	105	11	learning	learning	NOUN
cet-15741	105	12	algorithms	algorithm	NOUN
cet-15741	105	13	(	(	PUNCT
cet-15741	105	14	e.g.	e.g.	ADV
cet-15741	105	15	,	,	PUNCT
cet-15741	105	16	lstm	lstm	PROPN
cet-15741	105	17	,	,	PUNCT
cet-15741	105	18	cnn	cnn	PROPN
cet-15741	105	19	,	,	PUNCT
cet-15741	105	20	svm	svm	PROPN
cet-15741	105	21	)	)	PUNCT
cet-15741	105	22	,	,	PUNCT
cet-15741	105	23	and	and	CCONJ
cet-15741	105	24	cloud	cloud	NOUN
cet-15741	105	25	-	-	PUNCT
cet-15741	105	26	based	base	VERB
cet-15741	105	27	or	or	CCONJ
cet-15741	105	28	edge	edge	NOUN
cet-15741	105	29	computing	computing	NOUN
cet-15741	105	30	architectures	architecture	NOUN
cet-15741	105	31	.	.	PUNCT
cet-15741	106	1	however	however	ADV
cet-15741	106	2	,	,	PUNCT
cet-15741	106	3	they	they	PRON
cet-15741	106	4	also	also	ADV
cet-15741	106	5	noted	note	VERB
cet-15741	106	6	significant	significant	ADJ
cet-15741	106	7	challenges	challenge	NOUN
cet-15741	106	8	related	relate	VERB
cet-15741	106	9	to	to	ADP
cet-15741	106	10	interoperability	interoperability	NOUN
cet-15741	106	11	between	between	ADP
cet-15741	106	12	platforms	platform	NOUN
cet-15741	106	13	,	,	PUNCT
cet-15741	106	14	data	data	NOUN
cet-15741	106	15	privacy	privacy	NOUN
cet-15741	106	16	,	,	PUNCT
cet-15741	106	17	and	and	CCONJ
cet-15741	106	18	the	the	DET
cet-15741	106	19	variability	variability	NOUN
cet-15741	106	20	of	of	ADP
cet-15741	106	21	occupant	occupant	ADJ
cet-15741	106	22	behaviour	behaviour	NOUN
cet-15741	106	23	.	.	PUNCT
cet-15741	107	1	hauashdh	hauashdh	PROPN
cet-15741	107	2	et	et	PROPN
cet-15741	107	3	al	al	PROPN
cet-15741	107	4	.	.	PROPN
cet-15741	108	1	(	(	PUNCT
cet-15741	108	2	2024	2024	NUM
cet-15741	108	3	)	)	PUNCT
cet-15741	108	4	proposed	propose	VERB
cet-15741	108	5	an	an	DET
cet-15741	108	6	integrated	integrate	VERB
cet-15741	108	7	framework	framework	NOUN
cet-15741	108	8	for	for	ADP
cet-15741	108	9	sustainable	sustainable	ADJ
cet-15741	108	10	and	and	CCONJ
cet-15741	108	11	efficient	efficient	ADJ
cet-15741	108	12	maintenance	maintenance	NOUN
cet-15741	108	13	operations	operation	NOUN
cet-15741	108	14	aligned	align	VERB
cet-15741	108	15	with	with	ADP
cet-15741	108	16	climate	climate	NOUN
cet-15741	108	17	change	change	NOUN
cet-15741	108	18	adaptation	adaptation	NOUN
cet-15741	108	19	and	and	CCONJ
cet-15741	108	20	the	the	DET
cet-15741	108	21	united	united	PROPN
cet-15741	108	22	nations	nations	PROPN
cet-15741	108	23	sustainable	sustainable	ADJ
cet-15741	108	24	development	development	NOUN
cet-15741	108	25	goals	goal	NOUN
cet-15741	108	26	.	.	PUNCT
cet-15741	109	1	their	their	PRON
cet-15741	109	2	model	model	NOUN
cet-15741	109	3	is	be	AUX
cet-15741	109	4	structured	structure	VERB
cet-15741	109	5	around	around	ADP
cet-15741	109	6	three	three	NUM
cet-15741	109	7	layers	layer	NOUN
cet-15741	109	8	:	:	PUNCT
cet-15741	109	9	identifying	identify	VERB
cet-15741	109	10	organisational	organisational	ADJ
cet-15741	109	11	and	and	CCONJ
cet-15741	109	12	technological	technological	ADJ
cet-15741	109	13	challenges	challenge	NOUN
cet-15741	109	14	,	,	PUNCT
cet-15741	109	15	evaluating	evaluate	VERB
cet-15741	109	16	environmental	environmental	ADJ
cet-15741	109	17	,	,	PUNCT
cet-15741	109	18	social	social	ADJ
cet-15741	109	19	,	,	PUNCT
cet-15741	109	20	and	and	CCONJ
cet-15741	109	21	economic	economic	ADJ
cet-15741	109	22	impacts	impact	NOUN
cet-15741	109	23	,	,	PUNCT
cet-15741	109	24	and	and	CCONJ
cet-15741	109	25	developing	develop	VERB
cet-15741	109	26	intervention	intervention	NOUN
cet-15741	109	27	strategies	strategy	NOUN
cet-15741	109	28	.	.	PUNCT
cet-15741	110	1	suggested	suggest	VERB
cet-15741	110	2	approaches	approach	NOUN
cet-15741	110	3	include	include	VERB
cet-15741	110	4	predictive	predictive	ADJ
cet-15741	110	5	maintenance	maintenance	NOUN
cet-15741	110	6	,	,	PUNCT
cet-15741	110	7	material	material	NOUN
cet-15741	110	8	sustainability	sustainability	NOUN
cet-15741	110	9	assessments	assessment	NOUN
cet-15741	110	10	,	,	PUNCT
cet-15741	110	11	and	and	CCONJ
cet-15741	110	12	the	the	DET
cet-15741	110	13	adoption	adoption	NOUN
cet-15741	110	14	of	of	ADP
cet-15741	110	15	safety	safety	NOUN
cet-15741	110	16	protocols	protocol	NOUN
cet-15741	110	17	.	.	PUNCT
cet-15741	111	1	the	the	DET
cet-15741	111	2	framework	framework	NOUN
cet-15741	111	3	was	be	AUX
cet-15741	111	4	validated	validate	VERB
cet-15741	111	5	by	by	ADP
cet-15741	111	6	industry	industry	NOUN
cet-15741	111	7	experts	expert	NOUN
cet-15741	111	8	and	and	CCONJ
cet-15741	111	9	is	be	AUX
cet-15741	111	10	particularly	particularly	ADV
cet-15741	111	11	applicable	applicable	ADJ
cet-15741	111	12	to	to	ADP
cet-15741	111	13	the	the	DET
cet-15741	111	14	public	public	ADJ
cet-15741	111	15	sector	sector	NOUN
cet-15741	111	16	and	and	CCONJ
cet-15741	111	17	organised	organised	ADJ
cet-15741	111	18	maintenance	maintenance	NOUN
cet-15741	111	19	service	service	NOUN
cet-15741	111	20	providers	provider	NOUN
cet-15741	111	21	.	.	PUNCT
cet-15741	112	1	these	these	DET
cet-15741	112	2	studies	study	NOUN
cet-15741	112	3	highlight	highlight	VERB
cet-15741	112	4	the	the	DET
cet-15741	112	5	potential	potential	NOUN
cet-15741	112	6	of	of	ADP
cet-15741	112	7	digital	digital	ADJ
cet-15741	112	8	tools	tool	NOUN
cet-15741	112	9	to	to	PART
cet-15741	112	10	support	support	VERB
cet-15741	112	11	adaptive	adaptive	ADJ
cet-15741	112	12	,	,	PUNCT
cet-15741	112	13	low	low	ADJ
cet-15741	112	14	-	-	PUNCT
cet-15741	112	15	carbon	carbon	NOUN
cet-15741	112	16	operations	operation	NOUN
cet-15741	112	17	across	across	ADP
cet-15741	112	18	building	build	VERB
cet-15741	112	19	stock	stock	NOUN
cet-15741	112	20	.	.	PUNCT
cet-15741	113	1	however	however	ADV
cet-15741	113	2	,	,	PUNCT
cet-15741	113	3	widespread	widespread	ADJ
cet-15741	113	4	adoption	adoption	NOUN
cet-15741	113	5	still	still	ADV
cet-15741	113	6	faces	face	VERB
cet-15741	113	7	barriers	barrier	NOUN
cet-15741	113	8	such	such	ADJ
cet-15741	113	9	as	as	ADP
cet-15741	113	10	legacy	legacy	NOUN
cet-15741	113	11	systems	system	NOUN
cet-15741	113	12	,	,	PUNCT
cet-15741	113	13	a	a	DET
cet-15741	113	14	lack	lack	NOUN
cet-15741	113	15	of	of	ADP
cet-15741	113	16	standardised	standardised	ADJ
cet-15741	113	17	protocols	protocol	NOUN
cet-15741	113	18	,	,	PUNCT
cet-15741	113	19	and	and	CCONJ
cet-15741	113	20	technical	technical	ADJ
cet-15741	113	21	complexity	complexity	NOUN
cet-15741	113	22	.	.	PUNCT
cet-15741	114	1	future	future	ADJ
cet-15741	114	2	efforts	effort	NOUN
cet-15741	114	3	must	must	AUX
cet-15741	114	4	focus	focus	VERB
cet-15741	114	5	on	on	ADP
cet-15741	114	6	improving	improve	VERB
cet-15741	114	7	interoperability	interoperability	NOUN
cet-15741	114	8	,	,	PUNCT
cet-15741	114	9	securing	secure	VERB
cet-15741	114	10	data	datum	NOUN
cet-15741	114	11	,	,	PUNCT
cet-15741	114	12	and	and	CCONJ
cet-15741	114	13	developing	develop	VERB
cet-15741	114	14	context	context	NOUN
cet-15741	114	15	-	-	PUNCT
cet-15741	114	16	aware	aware	ADJ
cet-15741	114	17	operational	operational	ADJ
cet-15741	114	18	strategies	strategy	NOUN
cet-15741	114	19	that	that	PRON
cet-15741	114	20	respond	respond	VERB
cet-15741	114	21	to	to	ADP
cet-15741	114	22	both	both	PRON
cet-15741	114	23	user	user	NOUN
cet-15741	114	24	needs	need	NOUN
cet-15741	114	25	and	and	CCONJ
cet-15741	114	26	environmental	environmental	ADJ
cet-15741	114	27	pressures	pressure	NOUN
cet-15741	114	28	.	.	PUNCT
cet-15741	115	1	6	6	X
cet-15741	115	2	.	.	X
cet-15741	115	3	refurbishment	refurbishment	NOUN
cet-15741	115	4	and	and	CCONJ
cet-15741	115	5	demolition	demolition	NOUN
cet-15741	115	6	the	the	DET
cet-15741	115	7	renovation	renovation	NOUN
cet-15741	115	8	and	and	CCONJ
cet-15741	115	9	demolition	demolition	NOUN
cet-15741	115	10	phases	phase	NOUN
cet-15741	115	11	present	present	VERB
cet-15741	115	12	important	important	ADJ
cet-15741	115	13	opportunities	opportunity	NOUN
cet-15741	115	14	to	to	PART
cet-15741	115	15	enhance	enhance	VERB
cet-15741	115	16	the	the	DET
cet-15741	115	17	sustainability	sustainability	NOUN
cet-15741	115	18	of	of	ADP
cet-15741	115	19	the	the	DET
cet-15741	115	20	built	build	VERB
cet-15741	115	21	environment	environment	NOUN
cet-15741	115	22	through	through	ADP
cet-15741	115	23	strategic	strategic	ADJ
cet-15741	115	24	planning	planning	NOUN
cet-15741	115	25	,	,	PUNCT
cet-15741	115	26	material	material	NOUN
cet-15741	115	27	reuse	reuse	NOUN
cet-15741	115	28	,	,	PUNCT
cet-15741	115	29	and	and	CCONJ
cet-15741	115	30	the	the	DET
cet-15741	115	31	integration	integration	NOUN
cet-15741	115	32	of	of	ADP
cet-15741	115	33	digital	digital	ADJ
cet-15741	115	34	technologies	technology	NOUN
cet-15741	115	35	.	.	PUNCT
cet-15741	116	1	parametric	parametric	ADJ
cet-15741	116	2	modelling	modelling	NOUN
cet-15741	116	3	and	and	CCONJ
cet-15741	116	4	bim	bim	NOUN
cet-15741	116	5	can	can	AUX
cet-15741	116	6	support	support	VERB
cet-15741	116	7	data	data	NOUN
cet-15741	116	8	-	-	PUNCT
cet-15741	116	9	driven	drive	VERB
cet-15741	116	10	decisions	decision	NOUN
cet-15741	116	11	that	that	PRON
cet-15741	116	12	optimise	optimise	VERB
cet-15741	116	13	daylight	daylight	NOUN
cet-15741	116	14	access	access	NOUN
cet-15741	116	15	,	,	PUNCT
cet-15741	116	16	thermal	thermal	ADJ
cet-15741	116	17	performance	performance	NOUN
cet-15741	116	18	,	,	PUNCT
cet-15741	116	19	and	and	CCONJ
cet-15741	116	20	material	material	NOUN
cet-15741	116	21	flow	flow	NOUN
cet-15741	116	22	management	management	NOUN
cet-15741	116	23	.	.	PUNCT
cet-15741	117	1	amoruso	amoruso	PROPN
cet-15741	117	2	et	et	PROPN
cet-15741	117	3	al	al	PROPN
cet-15741	117	4	.	.	PROPN
cet-15741	118	1	(	(	PUNCT
cet-15741	118	2	2019	2019	NUM
cet-15741	118	3	)	)	PUNCT
cet-15741	118	4	proposed	propose	VERB
cet-15741	118	5	an	an	DET
cet-15741	118	6	integrated	integrate	VERB
cet-15741	118	7	bim	bim	NOUN
cet-15741	118	8	-	-	PUNCT
cet-15741	118	9	parametric	parametric	ADJ
cet-15741	118	10	workflow	workflow	NOUN
cet-15741	118	11	to	to	PART
cet-15741	118	12	improve	improve	VERB
cet-15741	118	13	daylight	daylight	NOUN
cet-15741	118	14	availability	availability	NOUN
cet-15741	118	15	and	and	CCONJ
cet-15741	118	16	visual	visual	ADJ
cet-15741	118	17	comfort	comfort	NOUN
cet-15741	118	18	in	in	ADP
cet-15741	118	19	the	the	DET
cet-15741	118	20	refurbishment	refurbishment	NOUN
cet-15741	118	21	of	of	ADP
cet-15741	118	22	outdated	outdated	ADJ
cet-15741	118	23	apartment	apartment	NOUN
cet-15741	118	24	buildings	building	NOUN
cet-15741	118	25	in	in	ADP
cet-15741	118	26	seoul	seoul	PROPN
cet-15741	118	27	,	,	PUNCT
cet-15741	118	28	south	south	PROPN
cet-15741	118	29	korea	korea	PROPN
cet-15741	118	30	.	.	PUNCT
cet-15741	119	1	their	their	PRON
cet-15741	119	2	simulation	simulation	NOUN
cet-15741	119	3	-	-	PUNCT
cet-15741	119	4	based	base	VERB
cet-15741	119	5	approach	approach	NOUN
cet-15741	119	6	combined	combined	PROPN
cet-15741	119	7	autodesk	autodesk	PROPN
cet-15741	119	8	revit	revit	PROPN
cet-15741	119	9	and	and	CCONJ
cet-15741	119	10	rhinoceros	rhinoceros	PROPN
cet-15741	119	11	–	–	PUNCT
cet-15741	119	12	grasshopper	grasshopper	NOUN
cet-15741	119	13	tools	tool	NOUN
cet-15741	119	14	with	with	ADP
cet-15741	119	15	82	82	NUM
cet-15741	119	16	radiance	radiance	NOUN
cet-15741	119	17	and	and	CCONJ
cet-15741	119	18	energyplus	energyplus	ADJ
cet-15741	119	19	for	for	ADP
cet-15741	119	20	environmental	environmental	ADJ
cet-15741	119	21	analysis	analysis	NOUN
cet-15741	119	22	.	.	PUNCT
cet-15741	120	1	interventions	intervention	NOUN
cet-15741	120	2	such	such	ADJ
cet-15741	120	3	as	as	ADP
cet-15741	120	4	reducing	reduce	VERB
cet-15741	120	5	the	the	DET
cet-15741	120	6	window	window	NOUN
cet-15741	120	7	-	-	PUNCT
cet-15741	120	8	to	to	ADP
cet-15741	120	9	-	-	PUNCT
cet-15741	120	10	wall	wall	NOUN
cet-15741	120	11	ratio	ratio	NOUN
cet-15741	120	12	,	,	PUNCT
cet-15741	120	13	increasing	increase	VERB
cet-15741	120	14	g	g	NOUN
cet-15741	120	15	-	-	PUNCT
cet-15741	120	16	values	value	NOUN
cet-15741	120	17	,	,	PUNCT
cet-15741	120	18	and	and	CCONJ
cet-15741	120	19	adding	add	VERB
cet-15741	120	20	shading	shading	NOUN
cet-15741	120	21	devices	device	NOUN
cet-15741	120	22	were	be	AUX
cet-15741	120	23	shown	show	VERB
cet-15741	120	24	to	to	PART
cet-15741	120	25	improve	improve	VERB
cet-15741	120	26	daylight	daylight	NOUN
cet-15741	120	27	autonomy	autonomy	NOUN
cet-15741	120	28	by	by	ADP
cet-15741	120	29	30	30	NUM
cet-15741	120	30	%	%	NOUN
cet-15741	120	31	and	and	CCONJ
cet-15741	120	32	useful	useful	ADJ
cet-15741	120	33	daylight	daylight	NOUN
cet-15741	120	34	illuminance	illuminance	NOUN
cet-15741	120	35	by	by	ADP
cet-15741	120	36	15	15	NUM
cet-15741	120	37	%	%	NOUN
cet-15741	120	38	.	.	PUNCT
cet-15741	121	1	the	the	DET
cet-15741	121	2	integration	integration	NOUN
cet-15741	121	3	of	of	ADP
cet-15741	121	4	modular	modular	ADJ
cet-15741	121	5	façade	façade	NOUN
cet-15741	121	6	panels	panel	NOUN
cet-15741	121	7	and	and	CCONJ
cet-15741	121	8	building	building	NOUN
cet-15741	121	9	-	-	PUNCT
cet-15741	121	10	integrated	integrate	VERB
cet-15741	121	11	photovoltaics	photovoltaic	NOUN
cet-15741	121	12	(	(	PUNCT
cet-15741	121	13	bipv	bipv	NOUN
cet-15741	121	14	)	)	PUNCT
cet-15741	121	15	also	also	ADV
cet-15741	121	16	contributed	contribute	VERB
cet-15741	121	17	to	to	PART
cet-15741	121	18	improved	improve	VERB
cet-15741	121	19	thermal	thermal	ADJ
cet-15741	121	20	performance	performance	NOUN
cet-15741	121	21	and	and	CCONJ
cet-15741	121	22	renewable	renewable	ADJ
cet-15741	121	23	energy	energy	NOUN
cet-15741	121	24	generation	generation	NOUN
cet-15741	121	25	.	.	PUNCT
cet-15741	122	1	for	for	ADP
cet-15741	122	2	end	end	NOUN
cet-15741	122	3	-	-	PUNCT
cet-15741	122	4	of	of	ADP
cet-15741	122	5	-	-	PUNCT
cet-15741	122	6	life	life	NOUN
cet-15741	122	7	demolition	demolition	NOUN
cet-15741	122	8	planning	planning	NOUN
cet-15741	122	9	,	,	PUNCT
cet-15741	122	10	han	han	PROPN
cet-15741	122	11	and	and	CCONJ
cet-15741	122	12	rajabifard	rajabifard	PROPN
cet-15741	122	13	(	(	PUNCT
cet-15741	122	14	2024	2024	NUM
cet-15741	122	15	)	)	PUNCT
cet-15741	122	16	introduced	introduce	VERB
cet-15741	122	17	a	a	DET
cet-15741	122	18	bim	bim	NOUN
cet-15741	122	19	-	-	PUNCT
cet-15741	122	20	based	base	VERB
cet-15741	122	21	life	life	NOUN
cet-15741	122	22	cycle	cycle	NOUN
cet-15741	122	23	sustainability	sustainability	NOUN
cet-15741	122	24	assessment	assessment	NOUN
cet-15741	122	25	framework	framework	NOUN
cet-15741	122	26	that	that	PRON
cet-15741	122	27	combines	combine	VERB
cet-15741	122	28	environmental	environmental	ADJ
cet-15741	122	29	,	,	PUNCT
cet-15741	122	30	economic	economic	ADJ
cet-15741	122	31	,	,	PUNCT
cet-15741	122	32	and	and	CCONJ
cet-15741	122	33	social	social	ADJ
cet-15741	122	34	indicators	indicator	NOUN
cet-15741	122	35	.	.	PUNCT
cet-15741	123	1	using	use	VERB
cet-15741	123	2	revit	revit	PROPN
cet-15741	123	3	and	and	CCONJ
cet-15741	123	4	dynamo	dynamo	PROPN
cet-15741	123	5	to	to	PART
cet-15741	123	6	link	link	VERB
cet-15741	123	7	material	material	NOUN
cet-15741	123	8	quantities	quantity	NOUN
cet-15741	123	9	with	with	ADP
cet-15741	123	10	impact	impact	NOUN
cet-15741	123	11	data	datum	NOUN
cet-15741	123	12	,	,	PUNCT
cet-15741	123	13	and	and	CCONJ
cet-15741	123	14	applying	apply	VERB
cet-15741	123	15	a	a	DET
cet-15741	123	16	hybrid	hybrid	ADJ
cet-15741	123	17	ahp	ahp	NOUN
cet-15741	123	18	-	-	PUNCT
cet-15741	123	19	topsis	topsis	NOUN
cet-15741	123	20	method	method	NOUN
cet-15741	123	21	,	,	PUNCT
cet-15741	123	22	they	they	PRON
cet-15741	123	23	evaluated	evaluate	VERB
cet-15741	123	24	multiple	multiple	ADJ
cet-15741	123	25	demolition	demolition	NOUN
cet-15741	123	26	scenarios	scenario	NOUN
cet-15741	123	27	with	with	ADP
cet-15741	123	28	varying	vary	VERB
cet-15741	123	29	recycling	recycling	NOUN
cet-15741	123	30	rates	rate	NOUN
cet-15741	123	31	.	.	PUNCT
cet-15741	124	1	their	their	PRON
cet-15741	124	2	case	case	NOUN
cet-15741	124	3	study	study	NOUN
cet-15741	124	4	on	on	ADP
cet-15741	124	5	a	a	DET
cet-15741	124	6	four	four	NUM
cet-15741	124	7	-	-	PUNCT
cet-15741	124	8	storey	storey	NOUN
cet-15741	124	9	residential	residential	ADJ
cet-15741	124	10	building	building	NOUN
cet-15741	124	11	showed	show	VERB
cet-15741	124	12	that	that	SCONJ
cet-15741	124	13	a	a	DET
cet-15741	124	14	90	90	NUM
cet-15741	124	15	%	%	NOUN
cet-15741	124	16	recycling	recycling	NOUN
cet-15741	124	17	rate	rate	NOUN
cet-15741	124	18	scenario	scenario	NOUN
cet-15741	124	19	achieved	achieve	VERB
cet-15741	124	20	the	the	DET
cet-15741	124	21	highest	high	ADJ
cet-15741	124	22	sustainability	sustainability	NOUN
cet-15741	124	23	score	score	NOUN
cet-15741	124	24	,	,	PUNCT
cet-15741	124	25	although	although	SCONJ
cet-15741	124	26	marginal	marginal	ADJ
cet-15741	124	27	returns	return	NOUN
cet-15741	124	28	diminished	diminish	VERB
cet-15741	124	29	beyond	beyond	ADP
cet-15741	124	30	a	a	DET
cet-15741	124	31	certain	certain	ADJ
cet-15741	124	32	point	point	NOUN
cet-15741	124	33	.	.	PUNCT
cet-15741	125	1	the	the	DET
cet-15741	125	2	framework	framework	NOUN
cet-15741	125	3	also	also	ADV
cet-15741	125	4	included	include	VERB
cet-15741	125	5	visualisation	visualisation	NOUN
cet-15741	125	6	of	of	ADP
cet-15741	125	7	high	high	ADJ
cet-15741	125	8	-	-	PUNCT
cet-15741	125	9	impact	impact	NOUN
cet-15741	125	10	materials	material	NOUN
cet-15741	125	11	directly	directly	ADV
cet-15741	125	12	within	within	ADP
cet-15741	125	13	the	the	DET
cet-15741	125	14	bim	bim	NOUN
cet-15741	125	15	model	model	NOUN
cet-15741	125	16	.	.	PUNCT
cet-15741	126	1	these	these	DET
cet-15741	126	2	applications	application	NOUN
cet-15741	126	3	demonstrate	demonstrate	VERB
cet-15741	126	4	how	how	SCONJ
cet-15741	126	5	digital	digital	ADJ
cet-15741	126	6	tools	tool	NOUN
cet-15741	126	7	can	can	AUX
cet-15741	126	8	support	support	VERB
cet-15741	126	9	the	the	DET
cet-15741	126	10	circular	circular	ADJ
cet-15741	126	11	transformation	transformation	NOUN
cet-15741	126	12	of	of	ADP
cet-15741	126	13	the	the	DET
cet-15741	126	14	construction	construction	NOUN
cet-15741	126	15	sector	sector	NOUN
cet-15741	126	16	.	.	PUNCT
cet-15741	127	1	parametric	parametric	PROPN
cet-15741	127	2	bim	bim	PROPN
cet-15741	127	3	environments	environment	NOUN
cet-15741	127	4	provide	provide	VERB
cet-15741	127	5	a	a	DET
cet-15741	127	6	platform	platform	NOUN
cet-15741	127	7	for	for	ADP
cet-15741	127	8	optimising	optimise	VERB
cet-15741	127	9	both	both	PRON
cet-15741	127	10	retrofit	retrofit	NOUN
cet-15741	127	11	strategies	strategy	NOUN
cet-15741	127	12	and	and	CCONJ
cet-15741	127	13	demolition	demolition	NOUN
cet-15741	127	14	logistics	logistic	NOUN
cet-15741	127	15	,	,	PUNCT
cet-15741	127	16	enabling	enable	VERB
cet-15741	127	17	more	more	ADV
cet-15741	127	18	sustainable	sustainable	ADJ
cet-15741	127	19	use	use	NOUN
cet-15741	127	20	of	of	ADP
cet-15741	127	21	materials	material	NOUN
cet-15741	127	22	,	,	PUNCT
cet-15741	127	23	improved	improve	VERB
cet-15741	127	24	energy	energy	NOUN
cet-15741	127	25	performance	performance	NOUN
cet-15741	127	26	,	,	PUNCT
cet-15741	127	27	and	and	CCONJ
cet-15741	127	28	reduced	reduce	VERB
cet-15741	127	29	environmental	environmental	ADJ
cet-15741	127	30	impact	impact	NOUN
cet-15741	127	31	.	.	PUNCT
cet-15741	128	1	7	7	X
cet-15741	128	2	.	.	X
cet-15741	128	3	research	research	NOUN
cet-15741	128	4	trends	trend	NOUN
cet-15741	128	5	and	and	CCONJ
cet-15741	128	6	challenges	challenge	NOUN
cet-15741	128	7	recent	recent	ADJ
cet-15741	128	8	years	year	NOUN
cet-15741	128	9	have	have	AUX
cet-15741	128	10	seen	see	VERB
cet-15741	128	11	the	the	DET
cet-15741	128	12	growing	grow	VERB
cet-15741	128	13	integration	integration	NOUN
cet-15741	128	14	of	of	ADP
cet-15741	128	15	parametric	parametric	ADJ
cet-15741	128	16	modelling	modelling	NOUN
cet-15741	128	17	and	and	CCONJ
cet-15741	128	18	bim	bim	NOUN
cet-15741	128	19	as	as	ADP
cet-15741	128	20	a	a	DET
cet-15741	128	21	central	central	ADJ
cet-15741	128	22	strategy	strategy	NOUN
cet-15741	128	23	for	for	ADP
cet-15741	128	24	advancing	advance	VERB
cet-15741	128	25	sustainability	sustainability	NOUN
cet-15741	128	26	in	in	ADP
cet-15741	128	27	architecture	architecture	NOUN
cet-15741	128	28	,	,	PUNCT
cet-15741	128	29	engineering	engineering	NOUN
cet-15741	128	30	,	,	PUNCT
cet-15741	128	31	and	and	CCONJ
cet-15741	128	32	construction	construction	NOUN
cet-15741	128	33	.	.	PUNCT
cet-15741	129	1	emerging	emerge	VERB
cet-15741	129	2	trends	trend	NOUN
cet-15741	129	3	include	include	VERB
cet-15741	129	4	the	the	DET
cet-15741	129	5	adoption	adoption	NOUN
cet-15741	129	6	of	of	ADP
cet-15741	129	7	life	life	NOUN
cet-15741	129	8	cycle	cycle	NOUN
cet-15741	129	9	-	-	PUNCT
cet-15741	129	10	based	base	VERB
cet-15741	129	11	design	design	NOUN
cet-15741	129	12	models	model	NOUN
cet-15741	129	13	,	,	PUNCT
cet-15741	129	14	ai	ai	VERB
cet-15741	129	15	-	-	PUNCT
cet-15741	129	16	assisted	assist	VERB
cet-15741	129	17	optimisation	optimisation	NOUN
cet-15741	129	18	,	,	PUNCT
cet-15741	129	19	digital	digital	ADJ
cet-15741	129	20	twins	twin	NOUN
cet-15741	129	21	for	for	ADP
cet-15741	129	22	real	real	ADJ
cet-15741	129	23	-	-	PUNCT
cet-15741	129	24	time	time	NOUN
cet-15741	129	25	performance	performance	NOUN
cet-15741	129	26	monitoring	monitoring	NOUN
cet-15741	129	27	,	,	PUNCT
cet-15741	129	28	and	and	CCONJ
cet-15741	129	29	the	the	DET
cet-15741	129	30	use	use	NOUN
cet-15741	129	31	of	of	ADP
cet-15741	129	32	cloud	cloud	NOUN
cet-15741	129	33	-	-	PUNCT
cet-15741	129	34	based	base	VERB
cet-15741	129	35	,	,	PUNCT
cet-15741	129	36	interoperable	interoperable	ADJ
cet-15741	129	37	platforms	platform	NOUN
cet-15741	129	38	for	for	ADP
cet-15741	129	39	managing	manage	VERB
cet-15741	129	40	the	the	DET
cet-15741	129	41	building	building	NOUN
cet-15741	129	42	life	life	NOUN
cet-15741	129	43	cycle	cycle	NOUN
cet-15741	129	44	.	.	PUNCT
cet-15741	130	1	cespedes	cespede	NOUN
cet-15741	130	2	-	-	PUNCT
cet-15741	130	3	cubides	cubide	NOUN
cet-15741	130	4	and	and	CCONJ
cet-15741	130	5	jradi	jradi	NOUN
cet-15741	130	6	(	(	PUNCT
cet-15741	130	7	2024	2024	NUM
cet-15741	130	8	)	)	PUNCT
cet-15741	130	9	highlighted	highlight	VERB
cet-15741	130	10	the	the	DET
cet-15741	130	11	role	role	NOUN
cet-15741	130	12	of	of	ADP
cet-15741	130	13	digital	digital	ADJ
cet-15741	130	14	twins	twin	NOUN
cet-15741	130	15	in	in	ADP
cet-15741	130	16	improving	improve	VERB
cet-15741	130	17	operational	operational	ADJ
cet-15741	130	18	energy	energy	NOUN
cet-15741	130	19	efficiency	efficiency	NOUN
cet-15741	130	20	.	.	PUNCT
cet-15741	131	1	their	their	PRON
cet-15741	131	2	systematic	systematic	ADJ
cet-15741	131	3	review	review	NOUN
cet-15741	131	4	found	find	VERB
cet-15741	131	5	that	that	SCONJ
cet-15741	131	6	digital	digital	ADJ
cet-15741	131	7	twins	twin	NOUN
cet-15741	131	8	support	support	VERB
cet-15741	131	9	predictive	predictive	ADJ
cet-15741	131	10	maintenance	maintenance	NOUN
cet-15741	131	11	,	,	PUNCT
cet-15741	131	12	component	component	NOUN
cet-15741	131	13	-	-	PUNCT
cet-15741	131	14	level	level	NOUN
cet-15741	131	15	monitoring	monitoring	NOUN
cet-15741	131	16	,	,	PUNCT
cet-15741	131	17	and	and	CCONJ
cet-15741	131	18	anomaly	anomaly	NOUN
cet-15741	131	19	detection	detection	NOUN
cet-15741	131	20	,	,	PUNCT
cet-15741	131	21	while	while	SCONJ
cet-15741	131	22	enabling	enable	VERB
cet-15741	131	23	integration	integration	NOUN
cet-15741	131	24	with	with	ADP
cet-15741	131	25	bim	bim	NOUN
cet-15741	131	26	and	and	CCONJ
cet-15741	131	27	iot	iot	PROPN
cet-15741	131	28	systems	system	NOUN
cet-15741	131	29	.	.	PUNCT
cet-15741	132	1	however	however	ADV
cet-15741	132	2	,	,	PUNCT
cet-15741	132	3	they	they	PRON
cet-15741	132	4	also	also	ADV
cet-15741	132	5	noted	note	VERB
cet-15741	132	6	that	that	SCONJ
cet-15741	132	7	current	current	ADJ
cet-15741	132	8	implementations	implementation	NOUN
cet-15741	132	9	are	be	AUX
cet-15741	132	10	often	often	ADV
cet-15741	132	11	limited	limit	VERB
cet-15741	132	12	by	by	ADP
cet-15741	132	13	the	the	DET
cet-15741	132	14	availability	availability	NOUN
cet-15741	132	15	of	of	ADP
cet-15741	132	16	reliable	reliable	ADJ
cet-15741	132	17	bim	bim	NOUN
cet-15741	132	18	models	model	NOUN
cet-15741	132	19	for	for	ADP
cet-15741	132	20	existing	exist	VERB
cet-15741	132	21	buildings	building	NOUN
cet-15741	132	22	,	,	PUNCT
cet-15741	132	23	and	and	CCONJ
cet-15741	132	24	that	that	SCONJ
cet-15741	132	25	digital	digital	ADJ
cet-15741	132	26	twin	twin	ADJ
cet-15741	132	27	functionality	functionality	NOUN
cet-15741	132	28	is	be	AUX
cet-15741	132	29	frequently	frequently	ADV
cet-15741	132	30	reduced	reduce	VERB
cet-15741	132	31	to	to	ADP
cet-15741	132	32	data	datum	NOUN
cet-15741	132	33	visualisation	visualisation	NOUN
cet-15741	132	34	rather	rather	ADV
cet-15741	132	35	than	than	ADP
cet-15741	132	36	active	active	ADJ
cet-15741	132	37	control	control	NOUN
cet-15741	132	38	.	.	PUNCT
cet-15741	133	1	ba	ba	NOUN
cet-15741	133	2	et	et	PROPN
cet-15741	133	3	al	al	PROPN
cet-15741	133	4	.	.	PROPN
cet-15741	134	1	(	(	PUNCT
cet-15741	134	2	2025	2025	NUM
cet-15741	134	3	)	)	PUNCT
cet-15741	134	4	reviewed	review	VERB
cet-15741	134	5	digital	digital	ADJ
cet-15741	134	6	twin	twin	ADJ
cet-15741	134	7	applications	application	NOUN
cet-15741	134	8	across	across	ADP
cet-15741	134	9	industrial	industrial	ADJ
cet-15741	134	10	and	and	CCONJ
cet-15741	134	11	urban	urban	ADJ
cet-15741	134	12	infrastructures	infrastructure	NOUN
cet-15741	134	13	.	.	PUNCT
cet-15741	135	1	they	they	PRON
cet-15741	135	2	reported	report	VERB
cet-15741	135	3	that	that	SCONJ
cet-15741	135	4	in	in	ADP
cet-15741	135	5	building	building	NOUN
cet-15741	135	6	systems	system	NOUN
cet-15741	135	7	,	,	PUNCT
cet-15741	135	8	digital	digital	ADJ
cet-15741	135	9	twins	twin	NOUN
cet-15741	135	10	can	can	AUX
cet-15741	135	11	deliver	deliver	VERB
cet-15741	135	12	up	up	ADP
cet-15741	135	13	to	to	PART
cet-15741	135	14	30	30	NUM
cet-15741	135	15	%	%	NOUN
cet-15741	135	16	energy	energy	NOUN
cet-15741	135	17	savings	saving	NOUN
cet-15741	135	18	and	and	CCONJ
cet-15741	135	19	significantly	significantly	ADV
cet-15741	135	20	reduce	reduce	VERB
cet-15741	135	21	operational	operational	ADJ
cet-15741	135	22	costs	cost	NOUN
cet-15741	135	23	when	when	SCONJ
cet-15741	135	24	integrated	integrate	VERB
cet-15741	135	25	with	with	ADP
cet-15741	135	26	ai	ai	NOUN
cet-15741	135	27	-	-	PUNCT
cet-15741	135	28	based	base	VERB
cet-15741	135	29	control	control	NOUN
cet-15741	135	30	systems	system	NOUN
cet-15741	135	31	.	.	PUNCT
cet-15741	136	1	despite	despite	SCONJ
cet-15741	136	2	these	these	DET
cet-15741	136	3	benefits	benefit	NOUN
cet-15741	136	4	,	,	PUNCT
cet-15741	136	5	high	high	ADJ
cet-15741	136	6	implementation	implementation	NOUN
cet-15741	136	7	costs	cost	NOUN
cet-15741	136	8	,	,	PUNCT
cet-15741	136	9	integration	integration	NOUN
cet-15741	136	10	challenges	challenge	NOUN
cet-15741	136	11	,	,	PUNCT
cet-15741	136	12	and	and	CCONJ
cet-15741	136	13	security	security	NOUN
cet-15741	136	14	concerns	concern	NOUN
cet-15741	136	15	remain	remain	VERB
cet-15741	136	16	critical	critical	ADJ
cet-15741	136	17	obstacles	obstacle	NOUN
cet-15741	136	18	.	.	PUNCT
cet-15741	137	1	numan	numan	PROPN
cet-15741	137	2	et	et	PROPN
cet-15741	137	3	al	al	PROPN
cet-15741	137	4	.	.	PROPN
cet-15741	138	1	(	(	PUNCT
cet-15741	138	2	2024	2024	NUM
cet-15741	138	3	)	)	PUNCT
cet-15741	138	4	analysed	analyse	VERB
cet-15741	138	5	the	the	DET
cet-15741	138	6	use	use	NOUN
cet-15741	138	7	of	of	ADP
cet-15741	138	8	bim	bim	NOUN
cet-15741	138	9	to	to	PART
cet-15741	138	10	support	support	VERB
cet-15741	138	11	green	green	ADJ
cet-15741	138	12	certification	certification	NOUN
cet-15741	138	13	schemes	scheme	NOUN
cet-15741	138	14	such	such	ADJ
cet-15741	138	15	as	as	ADP
cet-15741	138	16	leed	leed	NOUN
cet-15741	138	17	and	and	CCONJ
cet-15741	138	18	beam	beam	NOUN
cet-15741	138	19	plus	plus	NOUN
cet-15741	138	20	.	.	PUNCT
cet-15741	139	1	their	their	PRON
cet-15741	139	2	review	review	NOUN
cet-15741	139	3	emphasised	emphasise	VERB
cet-15741	139	4	that	that	SCONJ
cet-15741	139	5	bim	bim	NOUN
cet-15741	139	6	-	-	PUNCT
cet-15741	139	7	based	base	VERB
cet-15741	139	8	optimisation	optimisation	NOUN
cet-15741	139	9	can	can	AUX
cet-15741	139	10	reduce	reduce	VERB
cet-15741	139	11	energy	energy	NOUN
cet-15741	139	12	consumption	consumption	NOUN
cet-15741	139	13	by	by	ADP
cet-15741	139	14	up	up	ADP
cet-15741	139	15	to	to	PART
cet-15741	139	16	21	21	NUM
cet-15741	139	17	%	%	NOUN
cet-15741	139	18	and	and	CCONJ
cet-15741	139	19	cut	cut	VERB
cet-15741	139	20	documentation	documentation	NOUN
cet-15741	139	21	time	time	NOUN
cet-15741	139	22	by	by	ADP
cet-15741	139	23	more	more	ADJ
cet-15741	139	24	than	than	ADP
cet-15741	139	25	half	half	NOUN
cet-15741	139	26	.	.	PUNCT
cet-15741	140	1	however	however	ADV
cet-15741	140	2	,	,	PUNCT
cet-15741	140	3	the	the	DET
cet-15741	140	4	authors	author	NOUN
cet-15741	140	5	also	also	ADV
cet-15741	140	6	pointed	point	VERB
cet-15741	140	7	out	out	ADP
cet-15741	140	8	persistent	persistent	ADJ
cet-15741	140	9	barriers	barrier	NOUN
cet-15741	140	10	to	to	ADP
cet-15741	140	11	largescale	largescale	NOUN
cet-15741	140	12	deployment	deployment	NOUN
cet-15741	140	13	,	,	PUNCT
cet-15741	140	14	such	such	ADJ
cet-15741	140	15	as	as	ADP
cet-15741	140	16	interoperability	interoperability	NOUN
cet-15741	140	17	limitations	limitation	NOUN
cet-15741	140	18	,	,	PUNCT
cet-15741	140	19	the	the	DET
cet-15741	140	20	lack	lack	NOUN
cet-15741	140	21	of	of	ADP
cet-15741	140	22	standardised	standardised	ADJ
cet-15741	140	23	protocols	protocol	NOUN
cet-15741	140	24	,	,	PUNCT
cet-15741	140	25	and	and	CCONJ
cet-15741	140	26	the	the	DET
cet-15741	140	27	underrepresentation	underrepresentation	NOUN
cet-15741	140	28	of	of	ADP
cet-15741	140	29	social	social	ADJ
cet-15741	140	30	and	and	CCONJ
cet-15741	140	31	economic	economic	ADJ
cet-15741	140	32	indicators	indicator	NOUN
cet-15741	140	33	in	in	ADP
cet-15741	140	34	most	most	ADJ
cet-15741	140	35	evaluation	evaluation	NOUN
cet-15741	140	36	frameworks	framework	NOUN
cet-15741	140	37	.	.	PUNCT
cet-15741	141	1	ajtayné	ajtayné	VERB
cet-15741	141	2	and	and	CCONJ
cet-15741	141	3	szép	szép	NOUN
cet-15741	141	4	(	(	PUNCT
cet-15741	141	5	2023	2023	NUM
cet-15741	141	6	)	)	PUNCT
cet-15741	141	7	identified	identify	VERB
cet-15741	141	8	methodological	methodological	ADJ
cet-15741	141	9	limitations	limitation	NOUN
cet-15741	141	10	in	in	ADP
cet-15741	141	11	current	current	ADJ
cet-15741	141	12	parametric	parametric	ADJ
cet-15741	141	13	bim	bim	NOUN
cet-15741	141	14	models	model	NOUN
cet-15741	141	15	for	for	ADP
cet-15741	141	16	structural	structural	ADJ
cet-15741	141	17	design	design	NOUN
cet-15741	141	18	.	.	PUNCT
cet-15741	142	1	their	their	PRON
cet-15741	142	2	framework	framework	NOUN
cet-15741	142	3	,	,	PUNCT
cet-15741	142	4	while	while	SCONJ
cet-15741	142	5	capable	capable	ADJ
cet-15741	142	6	of	of	ADP
cet-15741	142	7	assessing	assess	VERB
cet-15741	142	8	embodied	embodied	ADJ
cet-15741	142	9	impacts	impact	NOUN
cet-15741	142	10	during	during	ADP
cet-15741	142	11	early	early	ADJ
cet-15741	142	12	-	-	PUNCT
cet-15741	142	13	stage	stage	NOUN
cet-15741	142	14	planning	planning	NOUN
cet-15741	142	15	,	,	PUNCT
cet-15741	142	16	is	be	AUX
cet-15741	142	17	restricted	restrict	VERB
cet-15741	142	18	to	to	ADP
cet-15741	142	19	simple	simple	ADJ
cet-15741	142	20	geometries	geometry	NOUN
cet-15741	142	21	and	and	CCONJ
cet-15741	142	22	does	do	AUX
cet-15741	142	23	not	not	PART
cet-15741	142	24	yet	yet	ADV
cet-15741	142	25	support	support	VERB
cet-15741	142	26	full	full	ADJ
cet-15741	142	27	two	two	NUM
cet-15741	142	28	-	-	PUNCT
cet-15741	142	29	way	way	NOUN
cet-15741	142	30	feedback	feedback	NOUN
cet-15741	142	31	between	between	ADP
cet-15741	142	32	structural	structural	ADJ
cet-15741	142	33	analysis	analysis	NOUN
cet-15741	142	34	and	and	CCONJ
cet-15741	142	35	design	design	NOUN
cet-15741	142	36	parameters	parameter	NOUN
cet-15741	142	37	.	.	PUNCT
cet-15741	143	1	the	the	DET
cet-15741	143	2	study	study	NOUN
cet-15741	143	3	also	also	ADV
cet-15741	143	4	noted	note	VERB
cet-15741	143	5	that	that	SCONJ
cet-15741	143	6	regional	regional	ADJ
cet-15741	143	7	data	datum	NOUN
cet-15741	143	8	dependencies	dependency	NOUN
cet-15741	143	9	(	(	PUNCT
cet-15741	143	10	e.g.	e.g.	ADV
cet-15741	143	11	,	,	PUNCT
cet-15741	143	12	ökobaudat	ökobaudat	VERB
cet-15741	143	13	)	)	PUNCT
cet-15741	143	14	limit	limit	VERB
cet-15741	143	15	broader	broad	ADJ
cet-15741	143	16	applicability	applicability	NOUN
cet-15741	143	17	.	.	PUNCT
cet-15741	144	1	collectively	collectively	ADV
cet-15741	144	2	,	,	PUNCT
cet-15741	144	3	these	these	DET
cet-15741	144	4	studies	study	NOUN
cet-15741	144	5	reveal	reveal	VERB
cet-15741	144	6	both	both	CCONJ
cet-15741	144	7	the	the	DET
cet-15741	144	8	technical	technical	ADJ
cet-15741	144	9	potential	potential	NOUN
cet-15741	144	10	and	and	CCONJ
cet-15741	144	11	the	the	DET
cet-15741	144	12	structural	structural	ADJ
cet-15741	144	13	limitations	limitation	NOUN
cet-15741	144	14	of	of	ADP
cet-15741	144	15	current	current	ADJ
cet-15741	144	16	approaches	approach	NOUN
cet-15741	144	17	.	.	PUNCT
cet-15741	145	1	widespread	widespread	ADJ
cet-15741	145	2	adoption	adoption	NOUN
cet-15741	145	3	is	be	AUX
cet-15741	145	4	hindered	hinder	VERB
cet-15741	145	5	by	by	ADP
cet-15741	145	6	a	a	DET
cet-15741	145	7	combination	combination	NOUN
cet-15741	145	8	of	of	ADP
cet-15741	145	9	interoperability	interoperability	NOUN
cet-15741	145	10	issues	issue	NOUN
cet-15741	145	11	,	,	PUNCT
cet-15741	145	12	high	high	ADJ
cet-15741	145	13	resource	resource	NOUN
cet-15741	145	14	demands	demand	NOUN
cet-15741	145	15	for	for	ADP
cet-15741	145	16	digitalisation	digitalisation	NOUN
cet-15741	145	17	,	,	PUNCT
cet-15741	145	18	and	and	CCONJ
cet-15741	145	19	the	the	DET
cet-15741	145	20	insufficient	insufficient	ADJ
cet-15741	145	21	integration	integration	NOUN
cet-15741	145	22	of	of	ADP
cet-15741	145	23	social	social	ADJ
cet-15741	145	24	and	and	CCONJ
cet-15741	145	25	economic	economic	ADJ
cet-15741	145	26	dimensions	dimension	NOUN
cet-15741	145	27	in	in	ADP
cet-15741	145	28	sustainability	sustainability	NOUN
cet-15741	145	29	assessments	assessment	NOUN
cet-15741	145	30	.	.	PUNCT
cet-15741	146	1	future	future	ADJ
cet-15741	146	2	research	research	NOUN
cet-15741	146	3	should	should	AUX
cet-15741	146	4	aim	aim	VERB
cet-15741	146	5	to	to	PART
cet-15741	146	6	develop	develop	VERB
cet-15741	146	7	standardised	standardised	ADJ
cet-15741	146	8	,	,	PUNCT
cet-15741	146	9	scalable	scalable	ADJ
cet-15741	146	10	,	,	PUNCT
cet-15741	146	11	and	and	CCONJ
cet-15741	146	12	adaptive	adaptive	ADJ
cet-15741	146	13	frameworks	framework	NOUN
cet-15741	146	14	that	that	PRON
cet-15741	146	15	are	be	AUX
cet-15741	146	16	able	able	ADJ
cet-15741	146	17	to	to	PART
cet-15741	146	18	incorporate	incorporate	VERB
cet-15741	146	19	real	real	ADJ
cet-15741	146	20	-	-	PUNCT
cet-15741	146	21	time	time	NOUN
cet-15741	146	22	data	datum	NOUN
cet-15741	146	23	,	,	PUNCT
cet-15741	146	24	user	user	NOUN
cet-15741	146	25	behaviour	behaviour	NOUN
cet-15741	146	26	,	,	PUNCT
cet-15741	146	27	and	and	CCONJ
cet-15741	146	28	broader	broad	ADJ
cet-15741	146	29	life	life	NOUN
cet-15741	146	30	cycle	cycle	NOUN
cet-15741	146	31	considerations	consideration	NOUN
cet-15741	146	32	.	.	PUNCT
cet-15741	147	1	8	8	X
cet-15741	147	2	.	.	PUNCT
cet-15741	147	3	conclusions	conclusion	NOUN
cet-15741	147	4	achieving	achieve	VERB
cet-15741	147	5	sustainability	sustainability	NOUN
cet-15741	147	6	in	in	ADP
cet-15741	147	7	the	the	DET
cet-15741	147	8	built	build	VERB
cet-15741	147	9	environment	environment	NOUN
cet-15741	147	10	requires	require	VERB
cet-15741	147	11	integrated	integrate	VERB
cet-15741	147	12	digital	digital	ADJ
cet-15741	147	13	approaches	approach	NOUN
cet-15741	147	14	that	that	PRON
cet-15741	147	15	support	support	VERB
cet-15741	147	16	informed	informed	ADJ
cet-15741	147	17	decision	decision	NOUN
cet-15741	147	18	-	-	PUNCT
cet-15741	147	19	making	making	NOUN
cet-15741	147	20	across	across	ADP
cet-15741	147	21	all	all	DET
cet-15741	147	22	phases	phase	NOUN
cet-15741	147	23	of	of	ADP
cet-15741	147	24	the	the	DET
cet-15741	147	25	building	building	NOUN
cet-15741	147	26	life	life	NOUN
cet-15741	147	27	cycle	cycle	NOUN
cet-15741	147	28	.	.	PUNCT
cet-15741	148	1	the	the	DET
cet-15741	148	2	combined	combined	ADJ
cet-15741	148	3	use	use	NOUN
cet-15741	148	4	of	of	ADP
cet-15741	148	5	building	build	VERB
cet-15741	148	6	information	information	NOUN
cet-15741	148	7	modeling	modeling	NOUN
cet-15741	148	8	and	and	CCONJ
cet-15741	148	9	parametric	parametric	ADJ
cet-15741	148	10	modelling	modelling	NOUN
cet-15741	148	11	offers	offer	VERB
cet-15741	148	12	powerful	powerful	ADJ
cet-15741	148	13	capabilities	capability	NOUN
cet-15741	148	14	for	for	ADP
cet-15741	148	15	early	early	ADJ
cet-15741	148	16	-	-	PUNCT
cet-15741	148	17	stage	stage	NOUN
cet-15741	148	18	design	design	NOUN
cet-15741	148	19	optimisation	optimisation	NOUN
cet-15741	148	20	,	,	PUNCT
cet-15741	148	21	material	material	NOUN
cet-15741	148	22	and	and	CCONJ
cet-15741	148	23	energy	energy	NOUN
cet-15741	148	24	efficiency	efficiency	NOUN
cet-15741	148	25	,	,	PUNCT
cet-15741	148	26	and	and	CCONJ
cet-15741	148	27	lifecycle	lifecycle	NOUN
cet-15741	148	28	-	-	PUNCT
cet-15741	148	29	based	base	VERB
cet-15741	148	30	impact	impact	NOUN
cet-15741	148	31	assessment	assessment	NOUN
cet-15741	148	32	.	.	PUNCT
cet-15741	149	1	this	this	DET
cet-15741	149	2	review	review	NOUN
cet-15741	149	3	has	have	AUX
cet-15741	149	4	demonstrated	demonstrate	VERB
cet-15741	149	5	that	that	SCONJ
cet-15741	149	6	bim	bim	NOUN
cet-15741	149	7	-	-	PUNCT
cet-15741	149	8	parametric	parametric	ADJ
cet-15741	149	9	frameworks	framework	NOUN
cet-15741	149	10	can	can	AUX
cet-15741	149	11	quantify	quantify	VERB
cet-15741	149	12	and	and	CCONJ
cet-15741	149	13	reduce	reduce	VERB
cet-15741	149	14	embodied	embodied	ADJ
cet-15741	149	15	and	and	CCONJ
cet-15741	149	16	operational	operational	ADJ
cet-15741	149	17	carbon	carbon	NOUN
cet-15741	149	18	through	through	ADP
cet-15741	149	19	scenario	scenario	NOUN
cet-15741	149	20	analysis	analysis	NOUN
cet-15741	149	21	,	,	PUNCT
cet-15741	149	22	algorithmic	algorithmic	ADJ
cet-15741	149	23	optimisation	optimisation	NOUN
cet-15741	149	24	,	,	PUNCT
cet-15741	149	25	and	and	CCONJ
cet-15741	149	26	material	material	NOUN
cet-15741	149	27	assessment	assessment	NOUN
cet-15741	149	28	.	.	PUNCT
cet-15741	150	1	studies	study	NOUN
cet-15741	150	2	have	have	AUX
cet-15741	150	3	shown	show	VERB
cet-15741	150	4	significant	significant	ADJ
cet-15741	150	5	potential	potential	NOUN
cet-15741	150	6	in	in	ADP
cet-15741	150	7	areas	area	NOUN
cet-15741	150	8	such	such	ADJ
cet-15741	150	9	as	as	ADP
cet-15741	150	10	adaptive	adaptive	ADJ
cet-15741	150	11	façade	façade	NOUN
cet-15741	150	12	design	design	NOUN
cet-15741	150	13	,	,	PUNCT
cet-15741	150	14	robotic	robotic	ADJ
cet-15741	150	15	prefabrication	prefabrication	NOUN
cet-15741	150	16	,	,	PUNCT
cet-15741	150	17	and	and	CCONJ
cet-15741	150	18	real	real	ADJ
cet-15741	150	19	-	-	PUNCT
cet-15741	150	20	time	time	NOUN
cet-15741	150	21	energy	energy	NOUN
cet-15741	150	22	management	management	NOUN
cet-15741	150	23	using	use	VERB
cet-15741	150	24	digital	digital	ADJ
cet-15741	150	25	twins	twin	NOUN
cet-15741	150	26	.	.	PUNCT
cet-15741	151	1	in	in	ADP
cet-15741	151	2	the	the	DET
cet-15741	151	3	operation	operation	NOUN
cet-15741	151	4	phase	phase	NOUN
cet-15741	151	5	,	,	PUNCT
cet-15741	151	6	data	data	NOUN
cet-15741	151	7	-	-	PUNCT
cet-15741	151	8	driven	drive	VERB
cet-15741	151	9	tools	tool	NOUN
cet-15741	151	10	allow	allow	VERB
cet-15741	151	11	for	for	ADP
cet-15741	151	12	predictive	predictive	ADJ
cet-15741	151	13	maintenance	maintenance	NOUN
cet-15741	151	14	and	and	CCONJ
cet-15741	151	15	responsive	responsive	ADJ
cet-15741	151	16	energy	energy	NOUN
cet-15741	151	17	use	use	NOUN
cet-15741	151	18	,	,	PUNCT
cet-15741	151	19	while	while	SCONJ
cet-15741	151	20	in	in	ADP
cet-15741	151	21	refurbishment	refurbishment	NOUN
cet-15741	151	22	and	and	CCONJ
cet-15741	151	23	demolition	demolition	NOUN
cet-15741	151	24	,	,	PUNCT
cet-15741	151	25	they	they	PRON
cet-15741	151	26	support	support	VERB
cet-15741	151	27	resource	resource	NOUN
cet-15741	151	28	-	-	PUNCT
cet-15741	151	29	efficient	efficient	ADJ
cet-15741	151	30	planning	planning	NOUN
cet-15741	151	31	and	and	CCONJ
cet-15741	151	32	circular	circular	ADJ
cet-15741	151	33	practices	practice	NOUN
cet-15741	151	34	.	.	PUNCT
cet-15741	152	1	despite	despite	SCONJ
cet-15741	152	2	these	these	DET
cet-15741	152	3	advances	advance	NOUN
cet-15741	152	4	,	,	PUNCT
cet-15741	152	5	several	several	ADJ
cet-15741	152	6	barriers	barrier	NOUN
cet-15741	152	7	remain	remain	VERB
cet-15741	152	8	.	.	PUNCT
cet-15741	153	1	challenges	challenge	NOUN
cet-15741	153	2	related	relate	VERB
cet-15741	153	3	to	to	ADP
cet-15741	153	4	software	software	NOUN
cet-15741	153	5	interoperability	interoperability	NOUN
cet-15741	153	6	,	,	PUNCT
cet-15741	153	7	data	datum	NOUN
cet-15741	153	8	quality	quality	NOUN
cet-15741	153	9	,	,	PUNCT
cet-15741	153	10	modelling	model	VERB
cet-15741	153	11	complexity	complexity	NOUN
cet-15741	153	12	,	,	PUNCT
cet-15741	153	13	and	and	CCONJ
cet-15741	153	14	the	the	DET
cet-15741	153	15	lack	lack	NOUN
cet-15741	153	16	of	of	ADP
cet-15741	153	17	standardised	standardised	ADJ
cet-15741	153	18	protocols	protocol	NOUN
cet-15741	153	19	continue	continue	VERB
cet-15741	153	20	to	to	PART
cet-15741	153	21	limit	limit	VERB
cet-15741	153	22	widespread	widespread	ADJ
cet-15741	153	23	adoption	adoption	NOUN
cet-15741	153	24	.	.	PUNCT
cet-15741	154	1	мost	мost	ADJ
cet-15741	154	2	current	current	ADJ
cet-15741	154	3	models	model	NOUN
cet-15741	154	4	focus	focus	VERB
cet-15741	154	5	primarily	primarily	ADV
cet-15741	154	6	on	on	ADP
cet-15741	154	7	environmental	environmental	ADJ
cet-15741	154	8	criteria	criterion	NOUN
cet-15741	154	9	,	,	PUNCT
cet-15741	154	10	while	while	SCONJ
cet-15741	154	11	economic	economic	ADJ
cet-15741	154	12	and	and	CCONJ
cet-15741	154	13	social	social	ADJ
cet-15741	154	14	83	83	NUM
cet-15741	154	15	aspects	aspect	NOUN
cet-15741	154	16	are	be	AUX
cet-15741	154	17	still	still	ADV
cet-15741	154	18	underrepresented	underrepresented	ADJ
cet-15741	154	19	in	in	ADP
cet-15741	154	20	sustainability	sustainability	NOUN
cet-15741	154	21	evaluation	evaluation	NOUN
cet-15741	154	22	.	.	PUNCT
cet-15741	155	1	future	future	ADJ
cet-15741	155	2	research	research	NOUN
cet-15741	155	3	should	should	AUX
cet-15741	155	4	focus	focus	VERB
cet-15741	155	5	on	on	ADP
cet-15741	155	6	developing	develop	VERB
cet-15741	155	7	open	open	ADJ
cet-15741	155	8	,	,	PUNCT
cet-15741	155	9	modular	modular	ADJ
cet-15741	155	10	,	,	PUNCT
cet-15741	155	11	and	and	CCONJ
cet-15741	155	12	scalable	scalable	ADJ
cet-15741	155	13	frameworks	framework	NOUN
cet-15741	155	14	that	that	PRON
cet-15741	155	15	enable	enable	VERB
cet-15741	155	16	the	the	DET
cet-15741	155	17	integration	integration	NOUN
cet-15741	155	18	of	of	ADP
cet-15741	155	19	diverse	diverse	ADJ
cet-15741	155	20	sustainability	sustainability	NOUN
cet-15741	155	21	indicators	indicator	NOUN
cet-15741	155	22	and	and	CCONJ
cet-15741	155	23	support	support	VERB
cet-15741	155	24	long	long	ADJ
cet-15741	155	25	-	-	PUNCT
cet-15741	155	26	term	term	NOUN
cet-15741	155	27	lifecycle	lifecycle	NOUN
cet-15741	155	28	thinking	thinking	NOUN
cet-15741	155	29	.	.	PUNCT
cet-15741	156	1	emphasis	emphasis	NOUN
cet-15741	156	2	should	should	AUX
cet-15741	156	3	also	also	ADV
cet-15741	156	4	be	be	AUX
cet-15741	156	5	placed	place	VERB
cet-15741	156	6	on	on	ADP
cet-15741	156	7	retrofitting	retrofit	VERB
cet-15741	156	8	existing	exist	VERB
cet-15741	156	9	building	building	NOUN
cet-15741	156	10	stock	stock	NOUN
cet-15741	156	11	,	,	PUNCT
cet-15741	156	12	adapting	adapt	VERB
cet-15741	156	13	tools	tool	NOUN
cet-15741	156	14	to	to	ADP
cet-15741	156	15	different	different	ADJ
cet-15741	156	16	regional	regional	ADJ
cet-15741	156	17	contexts	contexts	NOUN
cet-15741	156	18	,	,	PUNCT
cet-15741	156	19	and	and	CCONJ
cet-15741	156	20	enhancing	enhance	VERB
cet-15741	156	21	user	user	NOUN
cet-15741	156	22	-	-	PUNCT
cet-15741	156	23	centric	centric	ADJ
cet-15741	156	24	and	and	CCONJ
cet-15741	156	25	adaptive	adaptive	ADJ
cet-15741	156	26	system	system	NOUN
cet-15741	156	27	capabilities	capability	NOUN
cet-15741	156	28	.	.	PUNCT
cet-15741	157	1	9	9	X
cet-15741	157	2	.	.	X
cet-15741	157	3	discussion	discussion	NOUN
cet-15741	157	4	the	the	DET
cet-15741	157	5	reviewed	review	VERB
cet-15741	157	6	studies	study	NOUN
cet-15741	157	7	demonstrate	demonstrate	VERB
cet-15741	157	8	that	that	SCONJ
cet-15741	157	9	integrating	integrate	VERB
cet-15741	157	10	bim	bim	NOUN
cet-15741	157	11	and	and	CCONJ
cet-15741	157	12	parametric	parametric	ADJ
cet-15741	157	13	modelling	modelling	NOUN
cet-15741	157	14	is	be	AUX
cet-15741	157	15	crucial	crucial	ADJ
cet-15741	157	16	to	to	ADP
cet-15741	157	17	advancing	advance	VERB
cet-15741	157	18	sustainability	sustainability	NOUN
cet-15741	157	19	across	across	ADP
cet-15741	157	20	all	all	DET
cet-15741	157	21	phases	phase	NOUN
cet-15741	157	22	of	of	ADP
cet-15741	157	23	the	the	DET
cet-15741	157	24	building	building	NOUN
cet-15741	157	25	life	life	NOUN
cet-15741	157	26	cycle	cycle	NOUN
cet-15741	157	27	.	.	PUNCT
cet-15741	158	1	in	in	ADP
cet-15741	158	2	the	the	DET
cet-15741	158	3	design	design	NOUN
cet-15741	158	4	phase	phase	NOUN
cet-15741	158	5	,	,	PUNCT
cet-15741	158	6	the	the	DET
cet-15741	158	7	combined	combined	ADJ
cet-15741	158	8	use	use	NOUN
cet-15741	158	9	of	of	ADP
cet-15741	158	10	data	data	NOUN
cet-15741	158	11	-	-	PUNCT
cet-15741	158	12	driven	drive	VERB
cet-15741	158	13	modelling	modelling	NOUN
cet-15741	158	14	and	and	CCONJ
cet-15741	158	15	algorithmic	algorithmic	ADJ
cet-15741	158	16	optimisation	optimisation	NOUN
cet-15741	158	17	enables	enable	VERB
cet-15741	158	18	the	the	DET
cet-15741	158	19	assessment	assessment	NOUN
cet-15741	158	20	of	of	ADP
cet-15741	158	21	multiple	multiple	ADJ
cet-15741	158	22	design	design	NOUN
cet-15741	158	23	alternatives	alternative	NOUN
cet-15741	158	24	,	,	PUNCT
cet-15741	158	25	improving	improve	VERB
cet-15741	158	26	both	both	CCONJ
cet-15741	158	27	operational	operational	ADJ
cet-15741	158	28	and	and	CCONJ
cet-15741	158	29	embodied	embodied	ADJ
cet-15741	158	30	carbon	carbon	NOUN
cet-15741	158	31	performance	performance	NOUN
cet-15741	158	32	.	.	PUNCT
cet-15741	159	1	during	during	ADP
cet-15741	159	2	construction	construction	NOUN
cet-15741	159	3	,	,	PUNCT
cet-15741	159	4	digital	digital	ADJ
cet-15741	159	5	workflows	workflow	NOUN
cet-15741	159	6	and	and	CCONJ
cet-15741	159	7	robotic	robotic	ADJ
cet-15741	159	8	manufacturing	manufacturing	NOUN
cet-15741	159	9	methods	method	NOUN
cet-15741	159	10	enhance	enhance	VERB
cet-15741	159	11	material	material	NOUN
cet-15741	159	12	efficiency	efficiency	NOUN
cet-15741	159	13	and	and	CCONJ
cet-15741	159	14	reduce	reduce	VERB
cet-15741	159	15	waste	waste	NOUN
cet-15741	159	16	,	,	PUNCT
cet-15741	159	17	indicating	indicate	VERB
cet-15741	159	18	the	the	DET
cet-15741	159	19	growing	grow	VERB
cet-15741	159	20	relevance	relevance	NOUN
cet-15741	159	21	of	of	ADP
cet-15741	159	22	automated	automate	VERB
cet-15741	159	23	,	,	PUNCT
cet-15741	159	24	prefabricated	prefabricate	VERB
cet-15741	159	25	systems	system	NOUN
cet-15741	159	26	.	.	PUNCT
cet-15741	160	1	in	in	ADP
cet-15741	160	2	the	the	DET
cet-15741	160	3	operation	operation	NOUN
cet-15741	160	4	phase	phase	NOUN
cet-15741	160	5	,	,	PUNCT
cet-15741	160	6	digital	digital	ADJ
cet-15741	160	7	twins	twin	NOUN
cet-15741	160	8	and	and	CCONJ
cet-15741	160	9	predictive	predictive	ADJ
cet-15741	160	10	maintenance	maintenance	NOUN
cet-15741	160	11	approaches	approach	NOUN
cet-15741	160	12	support	support	VERB
cet-15741	160	13	energy	energy	NOUN
cet-15741	160	14	-	-	PUNCT
cet-15741	160	15	efficient	efficient	ADJ
cet-15741	160	16	management	management	NOUN
cet-15741	160	17	and	and	CCONJ
cet-15741	160	18	adaptive	adaptive	ADJ
cet-15741	160	19	control	control	NOUN
cet-15741	160	20	strategies	strategy	NOUN
cet-15741	160	21	,	,	PUNCT
cet-15741	160	22	while	while	SCONJ
cet-15741	160	23	in	in	ADP
cet-15741	160	24	refurbishment	refurbishment	NOUN
cet-15741	160	25	and	and	CCONJ
cet-15741	160	26	demolition	demolition	NOUN
cet-15741	160	27	,	,	PUNCT
cet-15741	160	28	bim	bim	NOUN
cet-15741	160	29	-	-	PUNCT
cet-15741	160	30	based	base	VERB
cet-15741	160	31	life	life	NOUN
cet-15741	160	32	cycle	cycle	NOUN
cet-15741	160	33	assessment	assessment	NOUN
cet-15741	160	34	frameworks	framework	NOUN
cet-15741	160	35	contribute	contribute	VERB
cet-15741	160	36	to	to	ADP
cet-15741	160	37	circular	circular	ADJ
cet-15741	160	38	material	material	NOUN
cet-15741	160	39	use	use	NOUN
cet-15741	160	40	and	and	CCONJ
cet-15741	160	41	sustainability	sustainability	NOUN
cet-15741	160	42	evaluation	evaluation	NOUN
cet-15741	160	43	.	.	PUNCT
cet-15741	161	1	across	across	ADP
cet-15741	161	2	these	these	DET
cet-15741	161	3	phases	phase	NOUN
cet-15741	161	4	,	,	PUNCT
cet-15741	161	5	common	common	ADJ
cet-15741	161	6	trends	trend	NOUN
cet-15741	161	7	include	include	VERB
cet-15741	161	8	the	the	DET
cet-15741	161	9	increasing	increase	VERB
cet-15741	161	10	use	use	NOUN
cet-15741	161	11	of	of	ADP
cet-15741	161	12	life	life	NOUN
cet-15741	161	13	cycle	cycle	NOUN
cet-15741	161	14	thinking	thinking	NOUN
cet-15741	161	15	,	,	PUNCT
cet-15741	161	16	ai	ai	VERB
cet-15741	161	17	-	-	PUNCT
cet-15741	161	18	assisted	assist	VERB
cet-15741	161	19	optimisation	optimisation	NOUN
cet-15741	161	20	,	,	PUNCT
cet-15741	161	21	and	and	CCONJ
cet-15741	161	22	interoperable	interoperable	ADJ
cet-15741	161	23	digital	digital	ADJ
cet-15741	161	24	platforms	platform	NOUN
cet-15741	161	25	.	.	PUNCT
cet-15741	162	1	however	however	ADV
cet-15741	162	2	,	,	PUNCT
cet-15741	162	3	several	several	ADJ
cet-15741	162	4	challenges	challenge	NOUN
cet-15741	162	5	persist	persist	VERB
cet-15741	162	6	.	.	PUNCT
cet-15741	163	1	the	the	DET
cet-15741	163	2	literature	literature	NOUN
cet-15741	163	3	highlights	highlight	NOUN
cet-15741	163	4	barriers	barrier	NOUN
cet-15741	163	5	related	relate	VERB
cet-15741	163	6	to	to	ADP
cet-15741	163	7	interoperability	interoperability	NOUN
cet-15741	163	8	between	between	ADP
cet-15741	163	9	software	software	NOUN
cet-15741	163	10	environments	environment	NOUN
cet-15741	163	11	,	,	PUNCT
cet-15741	163	12	high	high	ADJ
cet-15741	163	13	data	datum	NOUN
cet-15741	163	14	and	and	CCONJ
cet-15741	163	15	resource	resource	NOUN
cet-15741	163	16	requirements	requirement	NOUN
cet-15741	163	17	,	,	PUNCT
cet-15741	163	18	and	and	CCONJ
cet-15741	163	19	the	the	DET
cet-15741	163	20	limited	limited	ADJ
cet-15741	163	21	consideration	consideration	NOUN
cet-15741	163	22	of	of	ADP
cet-15741	163	23	social	social	ADJ
cet-15741	163	24	and	and	CCONJ
cet-15741	163	25	economic	economic	ADJ
cet-15741	163	26	sustainability	sustainability	NOUN
cet-15741	163	27	aspects	aspect	NOUN
cet-15741	163	28	.	.	PUNCT
cet-15741	164	1	these	these	DET
cet-15741	164	2	findings	finding	NOUN
cet-15741	164	3	underline	underline	VERB
cet-15741	164	4	the	the	DET
cet-15741	164	5	need	need	NOUN
cet-15741	164	6	for	for	ADP
cet-15741	164	7	developing	develop	VERB
cet-15741	164	8	open	open	ADJ
cet-15741	164	9	,	,	PUNCT
cet-15741	164	10	standardised	standardised	ADJ
cet-15741	164	11	frameworks	framework	NOUN
cet-15741	164	12	capable	capable	ADJ
cet-15741	164	13	of	of	ADP
cet-15741	164	14	integrating	integrate	VERB
cet-15741	164	15	real	real	ADJ
cet-15741	164	16	-	-	PUNCT
cet-15741	164	17	time	time	NOUN
cet-15741	164	18	data	datum	NOUN
cet-15741	164	19	,	,	PUNCT
cet-15741	164	20	user	user	NOUN
cet-15741	164	21	behaviour	behaviour	NOUN
cet-15741	164	22	,	,	PUNCT
cet-15741	164	23	and	and	CCONJ
cet-15741	164	24	comprehensive	comprehensive	ADJ
cet-15741	164	25	sustainability	sustainability	NOUN
cet-15741	164	26	indicators	indicator	NOUN
cet-15741	164	27	.	.	PUNCT
cet-15741	165	1	overall	overall	ADV
cet-15741	165	2	,	,	PUNCT
cet-15741	165	3	the	the	DET
cet-15741	165	4	review	review	NOUN
cet-15741	165	5	confirms	confirm	VERB
cet-15741	165	6	that	that	SCONJ
cet-15741	165	7	while	while	SCONJ
cet-15741	165	8	significant	significant	ADJ
cet-15741	165	9	progress	progress	NOUN
cet-15741	165	10	has	have	AUX
cet-15741	165	11	been	be	AUX
cet-15741	165	12	achieved	achieve	VERB
cet-15741	165	13	in	in	ADP
cet-15741	165	14	linking	link	VERB
cet-15741	165	15	bim	bim	NOUN
cet-15741	165	16	and	and	CCONJ
cet-15741	165	17	parametric	parametric	ADJ
cet-15741	165	18	modelling	modelling	NOUN
cet-15741	165	19	,	,	PUNCT
cet-15741	165	20	further	far	ADV
cet-15741	165	21	methodological	methodological	ADJ
cet-15741	165	22	and	and	CCONJ
cet-15741	165	23	technical	technical	ADJ
cet-15741	165	24	developments	development	NOUN
cet-15741	165	25	are	be	AUX
cet-15741	165	26	necessary	necessary	ADJ
cet-15741	165	27	to	to	PART
cet-15741	165	28	ensure	ensure	VERB
cet-15741	165	29	their	their	PRON
cet-15741	165	30	full	full	ADJ
cet-15741	165	31	potential	potential	NOUN
cet-15741	165	32	in	in	ADP
cet-15741	165	33	sustainable	sustainable	ADJ
cet-15741	165	34	building	building	NOUN
cet-15741	165	35	practice	practice	NOUN
cet-15741	165	36	.	.	PUNCT
cet-15741	166	1	references	reference	NOUN
cet-15741	166	2	ajtayné	ajtayné	VERB
cet-15741	166	3	károlyfi	károlyfi	PROPN
cet-15741	166	4	k.	k.	PROPN
cet-15741	166	5	,	,	PUNCT
cet-15741	166	6	szép	szép	PROPN
cet-15741	166	7	j.	j.	PROPN
cet-15741	166	8	,	,	PUNCT
cet-15741	166	9	2023	2023	NUM
cet-15741	166	10	,	,	PUNCT
cet-15741	166	11	a	a	DET
cet-15741	166	12	parametric	parametric	ADJ
cet-15741	166	13	bim	bim	NOUN
cet-15741	166	14	framework	framework	NOUN
cet-15741	166	15	to	to	ADP
cet-15741	166	16	conceptual	conceptual	ADJ
cet-15741	166	17	structural	structural	ADJ
cet-15741	166	18	design	design	NOUN
cet-15741	166	19	for	for	ADP
cet-15741	166	20	assessing	assess	VERB
cet-15741	166	21	the	the	DET
cet-15741	166	22	embodied	embodied	ADJ
cet-15741	166	23	environmental	environmental	ADJ
cet-15741	166	24	impact	impact	NOUN
cet-15741	166	25	.	.	PUNCT
cet-15741	167	1	sustainability	sustainability	NOUN
cet-15741	167	2	,	,	PUNCT
cet-15741	167	3	15(15	15(15	NUM
cet-15741	167	4	)	)	PUNCT
cet-15741	167	5	,	,	PUNCT
cet-15741	167	6	11990	11990	NUM
cet-15741	167	7	,	,	PUNCT
cet-15741	167	8	doi	doi	NOUN
cet-15741	167	9	:	:	PUNCT
cet-15741	167	10	10.3390	10.3390	NUM
cet-15741	167	11	/	/	SYM
cet-15741	167	12	su151511990	su151511990	NOUN
cet-15741	167	13	.	.	PUNCT
cet-15741	168	1	amoruso	amoruso	PROPN
cet-15741	168	2	f.m	f.m	PROPN
cet-15741	168	3	.	.	PROPN
cet-15741	168	4	,	,	PUNCT
cet-15741	168	5	dietrich	dietrich	PROPN
cet-15741	168	6	u.	u.	PROPN
cet-15741	168	7	,	,	PUNCT
cet-15741	168	8	schuetze	schuetze	PROPN
cet-15741	168	9	t.	t.	PROPN
cet-15741	168	10	,	,	PUNCT
cet-15741	168	11	2019	2019	NUM
cet-15741	168	12	,	,	PUNCT
cet-15741	168	13	integrated	integrate	VERB
cet-15741	168	14	bim	bim	NOUN
cet-15741	168	15	-	-	PUNCT
cet-15741	168	16	parametric	parametric	ADJ
cet-15741	168	17	workflow	workflow	NOUN
cet-15741	168	18	-	-	PUNCT
cet-15741	168	19	based	base	VERB
cet-15741	168	20	analysis	analysis	NOUN
cet-15741	168	21	of	of	ADP
cet-15741	168	22	daylight	daylight	NOUN
cet-15741	168	23	improvement	improvement	NOUN
cet-15741	168	24	for	for	ADP
cet-15741	168	25	sustainable	sustainable	ADJ
cet-15741	168	26	renovation	renovation	NOUN
cet-15741	168	27	of	of	ADP
cet-15741	168	28	an	an	DET
cet-15741	168	29	exemplary	exemplary	ADJ
cet-15741	168	30	apartment	apartment	NOUN
cet-15741	168	31	in	in	ADP
cet-15741	168	32	seoul	seoul	PROPN
cet-15741	168	33	,	,	PUNCT
cet-15741	168	34	korea	korea	PROPN
cet-15741	168	35	.	.	PUNCT
cet-15741	169	1	sustainability	sustainability	NOUN
cet-15741	169	2	,	,	PUNCT
cet-15741	169	3	11(9	11(9	PROPN
cet-15741	169	4	)	)	PUNCT
cet-15741	169	5	,	,	PUNCT
cet-15741	169	6	2699	2699	NUM
cet-15741	169	7	,	,	PUNCT
cet-15741	169	8	doi	doi	NOUN
cet-15741	169	9	:	:	PUNCT
cet-15741	169	10	10.3390	10.3390	NUM
cet-15741	169	11	/	/	SYM
cet-15741	169	12	su11092699	su11092699	NOUN
cet-15741	169	13	.	.	PUNCT
cet-15741	170	1	ba	ba	PROPN
cet-15741	170	2	s.	s.	PROPN
cet-15741	170	3	,	,	PUNCT
cet-15741	170	4	zhang	zhang	PROPN
cet-15741	170	5	j.	j.	PROPN
cet-15741	170	6	,	,	PUNCT
cet-15741	170	7	yang	yang	PROPN
cet-15741	170	8	j.	j.	PROPN
cet-15741	170	9	,	,	PUNCT
cet-15741	170	10	zhao	zhao	PROPN
cet-15741	170	11	r.	r.	PROPN
cet-15741	170	12	,	,	PUNCT
cet-15741	170	13	2025	2025	NUM
cet-15741	170	14	,	,	PUNCT
cet-15741	170	15	digital	digital	ADJ
cet-15741	170	16	twin	twin	ADJ
cet-15741	170	17	applications	application	NOUN
cet-15741	170	18	for	for	ADP
cet-15741	170	19	energy	energy	NOUN
cet-15741	170	20	-	-	PUNCT
cet-15741	170	21	efficient	efficient	ADJ
cet-15741	170	22	urban	urban	ADJ
cet-15741	170	23	and	and	CCONJ
cet-15741	170	24	industrial	industrial	ADJ
cet-15741	170	25	infrastructures	infrastructure	NOUN
cet-15741	170	26	:	:	PUNCT
cet-15741	170	27	a	a	DET
cet-15741	170	28	review	review	NOUN
cet-15741	170	29	.	.	PUNCT
cet-15741	171	1	buildings	building	NOUN
cet-15741	171	2	,	,	PUNCT
cet-15741	171	3	15(2	15(2	NUM
cet-15741	171	4	)	)	PUNCT
cet-15741	171	5	,	,	PUNCT
cet-15741	171	6	185	185	NUM
cet-15741	171	7	,	,	PUNCT
cet-15741	171	8	doi	doi	NOUN
cet-15741	171	9	:	:	PUNCT
cet-15741	171	10	10.3390	10.3390	NUM
cet-15741	171	11	/	/	SYM
cet-15741	171	12	buildings15020185	buildings15020185	PROPN
cet-15741	171	13	.	.	PUNCT
cet-15741	172	1	cespedes	cespede	NOUN
cet-15741	172	2	-	-	PUNCT
cet-15741	172	3	cubides	cubide	NOUN
cet-15741	172	4	c.	c.	NOUN
cet-15741	172	5	,	,	PUNCT
cet-15741	172	6	jradi	jradi	PROPN
cet-15741	172	7	m.	m.	NOUN
cet-15741	172	8	,	,	PUNCT
cet-15741	172	9	2024	2024	NUM
cet-15741	172	10	,	,	PUNCT
cet-15741	172	11	the	the	DET
cet-15741	172	12	role	role	NOUN
cet-15741	172	13	of	of	ADP
cet-15741	172	14	digital	digital	ADJ
cet-15741	172	15	twins	twin	NOUN
cet-15741	172	16	in	in	ADP
cet-15741	172	17	building	build	VERB
cet-15741	172	18	energy	energy	NOUN
cet-15741	172	19	efficiency	efficiency	NOUN
cet-15741	172	20	:	:	PUNCT
cet-15741	172	21	a	a	DET
cet-15741	172	22	comprehensive	comprehensive	ADJ
cet-15741	172	23	review	review	NOUN
cet-15741	172	24	.	.	PUNCT
cet-15741	173	1	energies	energy	NOUN
cet-15741	173	2	,	,	PUNCT
cet-15741	173	3	17(5	17(5	NUM
cet-15741	173	4	)	)	PUNCT
cet-15741	173	5	,	,	PUNCT
cet-15741	173	6	1205	1205	NUM
cet-15741	173	7	,	,	PUNCT
cet-15741	173	8	doi	doi	NOUN
cet-15741	173	9	:	:	PUNCT
cet-15741	173	10	10.3390	10.3390	NUM
cet-15741	173	11	/	/	SYM
cet-15741	173	12	en17051205	en17051205	PROPN
cet-15741	173	13	.	.	PUNCT
cet-15741	174	1	gan	gan	PROPN
cet-15741	174	2	j.	j.	PROPN
cet-15741	174	3	,	,	PUNCT
cet-15741	174	4	xiong	xiong	PROPN
cet-15741	174	5	y.	y.	PROPN
cet-15741	174	6	,	,	PUNCT
cet-15741	174	7	liu	liu	PROPN
cet-15741	174	8	y.	y.	PROPN
cet-15741	174	9	,	,	PUNCT
cet-15741	174	10	li	li	PROPN
cet-15741	174	11	y.	y.	PROPN
cet-15741	174	12	,	,	PUNCT
cet-15741	174	13	li	li	PROPN
cet-15741	174	14	j.	j.	PROPN
cet-15741	174	15	,	,	PUNCT
cet-15741	174	16	2023	2023	NUM
cet-15741	174	17	,	,	PUNCT
cet-15741	174	18	parametric	parametric	ADJ
cet-15741	174	19	bim	bim	NOUN
cet-15741	174	20	-	-	PUNCT
cet-15741	174	21	based	base	VERB
cet-15741	174	22	lifecycle	lifecycle	NOUN
cet-15741	174	23	performance	performance	NOUN
cet-15741	174	24	prediction	prediction	NOUN
cet-15741	174	25	and	and	CCONJ
cet-15741	174	26	optimisation	optimisation	NOUN
cet-15741	174	27	for	for	ADP
cet-15741	174	28	residential	residential	ADJ
cet-15741	174	29	buildings	building	NOUN
cet-15741	174	30	using	use	VERB
cet-15741	174	31	alternative	alternative	ADJ
cet-15741	174	32	materials	material	NOUN
cet-15741	174	33	and	and	CCONJ
cet-15741	174	34	designs	design	NOUN
cet-15741	174	35	.	.	PUNCT
cet-15741	175	1	buildings	building	NOUN
cet-15741	175	2	,	,	PUNCT
cet-15741	175	3	13(4	13(4	NOUN
cet-15741	175	4	)	)	PUNCT
cet-15741	175	5	,	,	PUNCT
cet-15741	175	6	904	904	NUM
cet-15741	175	7	,	,	PUNCT
cet-15741	175	8	doi	doi	NOUN
cet-15741	175	9	:	:	PUNCT
cet-15741	175	10	10.3390	10.3390	NUM
cet-15741	175	11	/	/	SYM
cet-15741	175	12	buildings13040904	buildings13040904	PROPN
cet-15741	175	13	.	.	PUNCT
cet-15741	176	1	han	han	PROPN
cet-15741	176	2	d.	d.	PROPN
cet-15741	176	3	,	,	PUNCT
cet-15741	176	4	rajabifard	rajabifard	PROPN
cet-15741	176	5	a.	a.	PROPN
cet-15741	176	6	,	,	PUNCT
cet-15741	176	7	2024	2024	NUM
cet-15741	176	8	,	,	PUNCT
cet-15741	176	9	improving	improve	VERB
cet-15741	176	10	the	the	DET
cet-15741	176	11	decision	decision	NOUN
cet-15741	176	12	-	-	PUNCT
cet-15741	176	13	making	making	NOUN
cet-15741	176	14	for	for	ADP
cet-15741	176	15	sustainable	sustainable	ADJ
cet-15741	176	16	demolition	demolition	NOUN
cet-15741	176	17	waste	waste	NOUN
cet-15741	176	18	management	management	NOUN
cet-15741	176	19	by	by	ADP
cet-15741	176	20	combining	combine	VERB
cet-15741	176	21	a	a	DET
cet-15741	176	22	building	building	NOUN
cet-15741	176	23	information	information	NOUN
cet-15741	176	24	modelling	modelling	NOUN
cet-15741	176	25	-	-	PUNCT
cet-15741	176	26	based	base	VERB
cet-15741	176	27	life	life	NOUN
cet-15741	176	28	cycle	cycle	NOUN
cet-15741	176	29	sustainability	sustainability	NOUN
cet-15741	176	30	assessment	assessment	NOUN
cet-15741	176	31	framework	framework	NOUN
cet-15741	176	32	and	and	CCONJ
cet-15741	176	33	hybrid	hybrid	ADJ
cet-15741	176	34	multi	multi	ADJ
cet-15741	176	35	-	-	ADJ
cet-15741	176	36	criteria	criterion	NOUN
cet-15741	176	37	decision	decision	NOUN
cet-15741	176	38	-	-	PUNCT
cet-15741	176	39	aiding	aid	VERB
cet-15741	176	40	approach	approach	NOUN
cet-15741	176	41	.	.	PUNCT
cet-15741	177	1	recycling	recycling	NOUN
cet-15741	177	2	,	,	PUNCT
cet-15741	177	3	9(4	9(4	NUM
cet-15741	177	4	)	)	PUNCT
cet-15741	177	5	,	,	PUNCT
cet-15741	177	6	70	70	NUM
cet-15741	177	7	,	,	PUNCT
cet-15741	177	8	doi	doi	NOUN
cet-15741	177	9	:	:	PUNCT
cet-15741	177	10	10.3390	10.3390	NUM
cet-15741	177	11	/	/	SYM
cet-15741	177	12	recycling9040070	recycling9040070	PROPN
cet-15741	177	13	.	.	PUNCT
cet-15741	178	1	hauashdh	hauashdh	PROPN
cet-15741	178	2	a.	a.	PROPN
cet-15741	178	3	,	,	PUNCT
cet-15741	178	4	nagapan	nagapan	PROPN
cet-15741	178	5	s.	s.	PROPN
cet-15741	178	6	,	,	PUNCT
cet-15741	178	7	jailani	jailani	PROPN
cet-15741	178	8	j.	j.	PROPN
cet-15741	178	9	,	,	PUNCT
cet-15741	178	10	gamil	gamil	PROPN
cet-15741	178	11	y.	y.	PROPN
cet-15741	178	12	,	,	PUNCT
cet-15741	178	13	2024	2024	NUM
cet-15741	178	14	,	,	PUNCT
cet-15741	178	15	an	an	DET
cet-15741	178	16	integrated	integrate	VERB
cet-15741	178	17	framework	framework	NOUN
cet-15741	178	18	for	for	ADP
cet-15741	178	19	sustainable	sustainable	ADJ
cet-15741	178	20	and	and	CCONJ
cet-15741	178	21	efficient	efficient	ADJ
cet-15741	178	22	building	building	NOUN
cet-15741	178	23	maintenance	maintenance	NOUN
cet-15741	178	24	operations	operation	NOUN
cet-15741	178	25	aligning	align	VERB
cet-15741	178	26	with	with	ADP
cet-15741	178	27	climate	climate	NOUN
cet-15741	178	28	change	change	NOUN
cet-15741	178	29	,	,	PUNCT
cet-15741	178	30	sdgs	sdgs	ADJ
cet-15741	178	31	,	,	PUNCT
cet-15741	178	32	and	and	CCONJ
cet-15741	178	33	emerging	emerge	VERB
cet-15741	178	34	technology	technology	NOUN
cet-15741	178	35	.	.	PUNCT
cet-15741	179	1	results	result	NOUN
cet-15741	179	2	in	in	ADP
cet-15741	179	3	engineering	engineering	NOUN
cet-15741	179	4	,	,	PUNCT
cet-15741	179	5	21	21	NUM
cet-15741	179	6	,	,	PUNCT
cet-15741	179	7	101822	101822	NUM
cet-15741	179	8	,	,	PUNCT
cet-15741	179	9	doi	doi	NOUN
cet-15741	179	10	:	:	PUNCT
cet-15741	179	11	10.1016	10.1016	NUM
cet-15741	179	12	/	/	SYM
cet-15741	179	13	j.rineng.2024.101822	j.rineng.2024.101822	NOUN
cet-15741	179	14	.	.	PUNCT
cet-15741	180	1	mehdipoor	mehdipoor	PROPN
cet-15741	180	2	a.	a.	PROPN
cet-15741	180	3	,	,	PUNCT
cet-15741	180	4	anane	anane	PROPN
cet-15741	180	5	w.	w.	PROPN
cet-15741	180	6	,	,	PUNCT
cet-15741	180	7	mehdipoorkaloorazi	mehdipoorkaloorazi	PROPN
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cet-15741	180	9	,	,	PUNCT
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cet-15741	180	12	,	,	PUNCT
cet-15741	180	13	2025	2025	NUM
cet-15741	180	14	,	,	PUNCT
cet-15741	180	15	integration	integration	NOUN
cet-15741	180	16	of	of	ADP
cet-15741	180	17	bim	bim	NOUN
cet-15741	180	18	and	and	CCONJ
cet-15741	180	19	robotic	robotic	ADJ
cet-15741	180	20	fabrication	fabrication	NOUN
cet-15741	180	21	for	for	ADP
cet-15741	180	22	sustainable	sustainable	ADJ
cet-15741	180	23	design	design	NOUN
cet-15741	180	24	and	and	CCONJ
cet-15741	180	25	manufacturing	manufacturing	NOUN
cet-15741	180	26	of	of	ADP
cet-15741	180	27	free	free	ADJ
cet-15741	180	28	-	-	PUNCT
cet-15741	180	29	form	form	NOUN
cet-15741	180	30	building	building	NOUN
cet-15741	180	31	façade	façade	NOUN
cet-15741	180	32	panels	panel	NOUN
cet-15741	180	33	in	in	ADP
cet-15741	180	34	off	off	ADP
cet-15741	180	35	-	-	PUNCT
cet-15741	180	36	site	site	NOUN
cet-15741	180	37	construction	construction	NOUN
cet-15741	180	38	.	.	PUNCT
cet-15741	181	1	architecture	architecture	NOUN
cet-15741	181	2	,	,	PUNCT
cet-15741	181	3	structures	structure	NOUN
cet-15741	181	4	and	and	CCONJ
cet-15741	181	5	construction	construction	NOUN
cet-15741	181	6	,	,	PUNCT
cet-15741	181	7	5(1	5(1	NUM
cet-15741	181	8	)	)	PUNCT
cet-15741	181	9	,	,	PUNCT
cet-15741	181	10	27	27	NUM
cet-15741	181	11	,	,	PUNCT
cet-15741	181	12	doi	doi	NOUN
cet-15741	181	13	:	:	PUNCT
cet-15741	181	14	10.1007	10.1007	NUM
cet-15741	181	15	/	/	SYM
cet-15741	181	16	s44150	s44150	NOUN
cet-15741	181	17	-	-	PUNCT
cet-15741	181	18	025	025	NUM
cet-15741	181	19	-	-	PUNCT
cet-15741	181	20	00142	00142	NUM
cet-15741	181	21	-	-	PUNCT
cet-15741	181	22	6	6	NUM
cet-15741	181	23	.	.	PUNCT
cet-15741	182	1	metvaei	metvaei	PROPN
cet-15741	182	2	s.	s.	PROPN
cet-15741	182	3	,	,	PUNCT
cet-15741	182	4	aghajamali	aghajamali	PROPN
cet-15741	182	5	k.	k.	PROPN
cet-15741	182	6	,	,	PUNCT
cet-15741	182	7	chen	chen	PROPN
cet-15741	182	8	q.	q.	PROPN
cet-15741	182	9	,	,	PUNCT
cet-15741	182	10	lei	lei	PROPN
cet-15741	182	11	z.	z.	PROPN
cet-15741	182	12	,	,	PUNCT
cet-15741	182	13	2025	2025	NUM
cet-15741	182	14	,	,	PUNCT
cet-15741	182	15	developing	develop	VERB
cet-15741	182	16	a	a	DET
cet-15741	182	17	bim	bim	NOUN
cet-15741	182	18	-	-	PUNCT
cet-15741	182	19	enabled	enable	VERB
cet-15741	182	20	robotic	robotic	ADJ
cet-15741	182	21	manufacturing	manufacturing	NOUN
cet-15741	182	22	framework	framework	NOUN
cet-15741	182	23	to	to	PART
cet-15741	182	24	facilitate	facilitate	VERB
cet-15741	182	25	mass	mass	ADJ
cet-15741	182	26	customization	customization	NOUN
cet-15741	182	27	of	of	ADP
cet-15741	182	28	prefabricated	prefabricate	VERB
cet-15741	182	29	buildings	building	NOUN
cet-15741	182	30	.	.	PUNCT
cet-15741	183	1	computers	computer	NOUN
cet-15741	183	2	in	in	ADP
cet-15741	183	3	industry	industry	NOUN
cet-15741	183	4	,	,	PUNCT
cet-15741	183	5	164	164	NUM
cet-15741	183	6	,	,	PUNCT
cet-15741	183	7	104201	104201	NUM
cet-15741	183	8	,	,	PUNCT
cet-15741	183	9	doi:10.1016	doi:10.1016	PROPN
cet-15741	183	10	/	/	SYM
cet-15741	183	11	j.compind.2024.104201	j.compind.2024.104201	PROPN
cet-15741	183	12	.	.	PUNCT
cet-15741	184	1	mowafy	mowafy	PROPN
cet-15741	184	2	n.	n.	PROPN
cet-15741	184	3	,	,	PUNCT
cet-15741	184	4	el	el	PROPN
cet-15741	184	5	zayat	zayat	PROPN
cet-15741	184	6	m.	m.	PROPN
cet-15741	184	7	,	,	PUNCT
cet-15741	184	8	marzouk	marzouk	CCONJ
cet-15741	184	9	m.	m.	NOUN
cet-15741	184	10	,	,	PUNCT
cet-15741	184	11	2023	2023	NUM
cet-15741	184	12	,	,	PUNCT
cet-15741	184	13	parametric	parametric	ADJ
cet-15741	184	14	bim	bim	NOUN
cet-15741	184	15	-	-	PUNCT
cet-15741	184	16	based	base	VERB
cet-15741	184	17	life	life	NOUN
cet-15741	184	18	cycle	cycle	NOUN
cet-15741	184	19	assessment	assessment	NOUN
cet-15741	184	20	framework	framework	NOUN
cet-15741	184	21	for	for	ADP
cet-15741	184	22	optimal	optimal	ADJ
cet-15741	184	23	sustainable	sustainable	ADJ
cet-15741	184	24	design	design	NOUN
cet-15741	184	25	.	.	PUNCT
cet-15741	185	1	journal	journal	NOUN
cet-15741	185	2	of	of	ADP
cet-15741	185	3	building	build	VERB
cet-15741	185	4	engineering	engineering	NOUN
cet-15741	185	5	,	,	PUNCT
cet-15741	185	6	75	75	NUM
cet-15741	185	7	,	,	PUNCT
cet-15741	185	8	106898	106898	NUM
cet-15741	185	9	,	,	PUNCT
cet-15741	185	10	doi	doi	X
cet-15741	185	11	10.1016	10.1016	NUM
cet-15741	185	12	/	/	SYM
cet-15741	185	13	j.jobe.2023.106898	j.jobe.2023.106898	PROPN
cet-15741	185	14	.	.	PUNCT
cet-15741	186	1	najjar	najjar	PROPN
cet-15741	186	2	m.k	m.k	PROPN
cet-15741	186	3	.	.	PROPN
cet-15741	186	4	,	,	PUNCT
cet-15741	186	5	tam	tam	PROPN
cet-15741	186	6	v.w.y	v.w.y	PROPN
cet-15741	186	7	.	.	PUNCT
cet-15741	186	8	,	,	PUNCT
cet-15741	186	9	di	di	PROPN
cet-15741	186	10	gregorio	gregorio	PROPN
cet-15741	186	11	l.t	l.t	PROPN
cet-15741	186	12	.	.	PROPN
cet-15741	186	13	,	,	PUNCT
cet-15741	186	14	evangelista	evangelista	PROPN
cet-15741	186	15	a.c.j	a.c.j	PROPN
cet-15741	186	16	.	.	PROPN
cet-15741	186	17	,	,	PUNCT
cet-15741	186	18	hammad	hammad	PROPN
cet-15741	186	19	a.w.a	a.w.a	PROPN
cet-15741	186	20	.	.	PROPN
cet-15741	186	21	,	,	PUNCT
cet-15741	186	22	haddad	haddad	PROPN
cet-15741	186	23	a.	a.	PROPN
cet-15741	186	24	,	,	PUNCT
cet-15741	186	25	2019	2019	NUM
cet-15741	186	26	,	,	PUNCT
cet-15741	186	27	integrating	integrate	VERB
cet-15741	186	28	parametric	parametric	ADJ
cet-15741	186	29	analysis	analysis	NOUN
cet-15741	186	30	with	with	ADP
cet-15741	186	31	building	build	VERB
cet-15741	186	32	information	information	NOUN
cet-15741	186	33	modeling	modeling	NOUN
cet-15741	186	34	to	to	PART
cet-15741	186	35	improve	improve	VERB
cet-15741	186	36	energy	energy	NOUN
cet-15741	186	37	performance	performance	NOUN
cet-15741	186	38	of	of	ADP
cet-15741	186	39	construction	construction	NOUN
cet-15741	186	40	projects	project	NOUN
cet-15741	186	41	.	.	PUNCT
cet-15741	187	1	energies	energy	NOUN
cet-15741	187	2	,	,	PUNCT
cet-15741	187	3	12(8	12(8	NUM
cet-15741	187	4	)	)	PUNCT
cet-15741	187	5	,	,	PUNCT
cet-15741	187	6	1515	1515	NUM
cet-15741	187	7	,	,	PUNCT
cet-15741	187	8	doi:10.3390	doi:10.3390	NOUN
cet-15741	187	9	/	/	SYM
cet-15741	187	10	en12081515	en12081515	NOUN
cet-15741	187	11	.	.	PUNCT
cet-15741	188	1	numan	numan	PROPN
cet-15741	188	2	m.	m.	PROPN
cet-15741	188	3	,	,	PUNCT
cet-15741	188	4	li	li	PROPN
cet-15741	188	5	h.	h.	PROPN
cet-15741	188	6	,	,	PUNCT
cet-15741	188	7	cao	cao	PROPN
cet-15741	188	8	d.	d.	PROPN
cet-15741	188	9	,	,	PUNCT
cet-15741	188	10	yang	yang	PROPN
cet-15741	188	11	q.	q.	PROPN
cet-15741	188	12	,	,	PUNCT
cet-15741	188	13	al	al	PROPN
cet-15741	188	14	-	-	PUNCT
cet-15741	188	15	hussein	hussein	PROPN
cet-15741	188	16	m.	m.	NOUN
cet-15741	188	17	,	,	PUNCT
cet-15741	188	18	2024	2024	NUM
cet-15741	188	19	,	,	PUNCT
cet-15741	188	20	integration	integration	NOUN
cet-15741	188	21	of	of	ADP
cet-15741	188	22	bim	bim	NOUN
cet-15741	188	23	and	and	CCONJ
cet-15741	188	24	green	green	ADJ
cet-15741	188	25	certification	certification	NOUN
cet-15741	188	26	:	:	PUNCT
cet-15741	188	27	a	a	DET
cet-15741	188	28	review	review	NOUN
cet-15741	188	29	of	of	ADP
cet-15741	188	30	current	current	ADJ
cet-15741	188	31	practices	practice	NOUN
cet-15741	188	32	and	and	CCONJ
cet-15741	188	33	future	future	ADJ
cet-15741	188	34	directions	direction	NOUN
cet-15741	188	35	.	.	PUNCT
cet-15741	189	1	sustainability	sustainability	NOUN
cet-15741	189	2	,	,	PUNCT
cet-15741	189	3	16(3	16(3	NOUN
cet-15741	189	4	)	)	PUNCT
cet-15741	189	5	,	,	PUNCT
cet-15741	189	6	1255	1255	NUM
cet-15741	189	7	,	,	PUNCT
cet-15741	189	8	doi	doi	NOUN
cet-15741	189	9	:	:	PUNCT
cet-15741	189	10	10.3390	10.3390	NUM
cet-15741	189	11	/	/	SYM
cet-15741	189	12	su16031255	su16031255	PROPN
cet-15741	189	13	.	.	PUNCT
cet-15741	190	1	sghiri	sghiri	PROPN
cet-15741	190	2	a.	a.	PROPN
cet-15741	190	3	,	,	PUNCT
cet-15741	190	4	gallab	gallab	PROPN
cet-15741	190	5	m.	m.	PROPN
cet-15741	190	6	,	,	PUNCT
cet-15741	190	7	merzouk	merzouk	PROPN
cet-15741	190	8	s.	s.	PROPN
cet-15741	190	9	,	,	PUNCT
cet-15741	190	10	assoul	assoul	PROPN
cet-15741	190	11	s.	s.	PROPN
cet-15741	190	12	,	,	PUNCT
cet-15741	190	13	2025	2025	NUM
cet-15741	190	14	,	,	PUNCT
cet-15741	190	15	leveraging	leverage	VERB
cet-15741	190	16	digital	digital	ADJ
cet-15741	190	17	twins	twin	NOUN
cet-15741	190	18	for	for	ADP
cet-15741	190	19	enhancing	enhance	VERB
cet-15741	190	20	building	build	VERB
cet-15741	190	21	energy	energy	NOUN
cet-15741	190	22	efficiency	efficiency	NOUN
cet-15741	190	23	:	:	PUNCT
cet-15741	190	24	a	a	DET
cet-15741	190	25	literature	literature	NOUN
cet-15741	190	26	review	review	NOUN
cet-15741	190	27	of	of	ADP
cet-15741	190	28	applications	application	NOUN
cet-15741	190	29	,	,	PUNCT
cet-15741	190	30	technologies	technology	NOUN
cet-15741	190	31	,	,	PUNCT
cet-15741	190	32	and	and	CCONJ
cet-15741	190	33	challenges	challenge	NOUN
cet-15741	190	34	.	.	PUNCT
cet-15741	191	1	buildings	building	NOUN
cet-15741	191	2	,	,	PUNCT
cet-15741	191	3	15(3	15(3	NUM
cet-15741	191	4	)	)	PUNCT
cet-15741	191	5	,	,	PUNCT
cet-15741	191	6	498	498	NUM
cet-15741	191	7	,	,	PUNCT
cet-15741	191	8	doi	doi	NOUN
cet-15741	191	9	:	:	PUNCT
cet-15741	191	10	10.3390	10.3390	NUM
cet-15741	191	11	/	/	SYM
cet-15741	191	12	buildings15030498	buildings15030498	PROPN
cet-15741	191	13	.	.	PUNCT
cet-15741	192	1	84	84	NUM
cet-15741	192	2	cos25_0080.pdf	cos25_0080.pdf	NOUN
cet-15741	192	3	integration	integration	NOUN
cet-15741	192	4	of	of	ADP
cet-15741	192	5	bim	bim	NOUN
cet-15741	192	6	and	and	CCONJ
cet-15741	192	7	parametric	parametric	ADJ
cet-15741	192	8	modeling	modeling	NOUN
cet-15741	192	9	for	for	ADP
cet-15741	192	10	sustainable	sustainable	ADJ
cet-15741	192	11	building	building	NOUN
cet-15741	192	12	design	design	NOUN