id	sid	tid	token	lemma	pos
cet-15017	1	1	doi	doi	NOUN
cet-15017	1	2	:	:	PUNCT
cet-15017	1	3	10.3303	10.3303	NUM
cet-15017	1	4	/	/	SYM
cet-15017	1	5	cet24114112	cet24114112	PROPN
cet-15017	1	6	paper	paper	NOUN
cet-15017	1	7	received	receive	VERB
cet-15017	1	8	:	:	PUNCT
cet-15017	1	9	23	23	NUM
cet-15017	1	10	may	may	NOUN
cet-15017	1	11	2024	2024	NUM
cet-15017	1	12	;	;	PUNCT
cet-15017	1	13	revised	revise	VERB
cet-15017	1	14	:	:	PUNCT
cet-15017	1	15	10	10	NUM
cet-15017	1	16	august	august	PROPN
cet-15017	1	17	2024	2024	NUM
cet-15017	1	18	;	;	PUNCT
cet-15017	1	19	accepted	accept	VERB
cet-15017	1	20	:	:	PUNCT
cet-15017	1	21	6	6	NUM
cet-15017	1	22	december	december	PROPN
cet-15017	1	23	2024	2024	NUM
cet-15017	1	24	please	please	INTJ
cet-15017	1	25	cite	cite	VERB
cet-15017	1	26	this	this	DET
cet-15017	1	27	article	article	NOUN
cet-15017	1	28	as	as	ADP
cet-15017	1	29	:	:	PUNCT
cet-15017	1	30	polyvianchuk	polyvianchuk	PROPN
cet-15017	1	31	a.	a.	PROPN
cet-15017	1	32	,	,	PUNCT
cet-15017	1	33	petruk	petruk	ADJ
cet-15017	1	34	v.	v.	ADV
cet-15017	1	35	,	,	PUNCT
cet-15017	1	36	polyvianchuk	polyvianchuk	PROPN
cet-15017	1	37	n.	n.	NOUN
cet-15017	1	38	,	,	PUNCT
cet-15017	1	39	yurii	yurii	PROPN
cet-15017	1	40	k.	k.	PROPN
cet-15017	1	41	,	,	PUNCT
cet-15017	1	42	semenenko	semenenko	PROPN
cet-15017	1	43	r.	r.	PROPN
cet-15017	1	44	,	,	PUNCT
cet-15017	1	45	arsenyeva	arsenyeva	PROPN
cet-15017	1	46	o.	o.	PROPN
cet-15017	1	47	,	,	PUNCT
cet-15017	1	48	2024	2024	NUM
cet-15017	1	49	,	,	PUNCT
cet-15017	1	50	approach	approach	NOUN
cet-15017	1	51	for	for	ADP
cet-15017	1	52	optimal	optimal	ADJ
cet-15017	1	53	selection	selection	NOUN
cet-15017	1	54	of	of	ADP
cet-15017	1	55	innovative	innovative	ADJ
cet-15017	1	56	actions	action	NOUN
cet-15017	1	57	for	for	ADP
cet-15017	1	58	residential	residential	ADJ
cet-15017	1	59	heating	heating	NOUN
cet-15017	1	60	systems	system	NOUN
cet-15017	1	61	,	,	PUNCT
cet-15017	1	62	chemical	chemical	NOUN
cet-15017	1	63	engineering	engineering	NOUN
cet-15017	1	64	transactions	transaction	NOUN
cet-15017	1	65	,	,	PUNCT
cet-15017	1	66	114	114	NUM
cet-15017	1	67	,	,	PUNCT
cet-15017	1	68	667	667	NUM
cet-15017	1	69	-	-	SYM
cet-15017	1	70	672	672	NUM
cet-15017	1	71	doi:10.3303	doi:10.3303	NOUN
cet-15017	1	72	/	/	SYM
cet-15017	1	73	cet24114112	cet24114112	PROPN
cet-15017	1	74	chemical	chemical	PROPN
cet-15017	1	75	engineering	engineering	NOUN
cet-15017	1	76	transactions	transaction	NOUN
cet-15017	1	77	vol	vol	NOUN
cet-15017	1	78	.	.	PROPN
cet-15017	1	79	114	114	NUM
cet-15017	1	80	,	,	PUNCT
cet-15017	1	81	2024	2024	NUM
cet-15017	1	82	a	a	DET
cet-15017	1	83	publication	publication	NOUN
cet-15017	1	84	of	of	ADP
cet-15017	1	85	the	the	DET
cet-15017	1	86	italian	italian	ADJ
cet-15017	1	87	association	association	NOUN
cet-15017	1	88	of	of	ADP
cet-15017	1	89	chemical	chemical	PROPN
cet-15017	1	90	engineering	engineering	NOUN
cet-15017	1	91	online	online	ADV
cet-15017	1	92	at	at	ADP
cet-15017	1	93	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15017	1	94	guest	guest	NOUN
cet-15017	1	95	editors	editor	NOUN
cet-15017	1	96	:	:	PUNCT
cet-15017	1	97	petar	petar	PROPN
cet-15017	1	98	s.	s.	PROPN
cet-15017	1	99	varbanov	varbanov	PROPN
cet-15017	1	100	,	,	PUNCT
cet-15017	1	101	min	min	PROPN
cet-15017	1	102	zeng	zeng	PROPN
cet-15017	1	103	,	,	PUNCT
cet-15017	1	104	yee	yee	PROPN
cet-15017	1	105	van	van	PROPN
cet-15017	1	106	fan	fan	PROPN
cet-15017	1	107	,	,	PUNCT
cet-15017	1	108	xuechao	xuechao	PROPN
cet-15017	1	109	wang	wang	PROPN
cet-15017	1	110	copyright	copyright	PROPN
cet-15017	1	111	©	©	PROPN
cet-15017	1	112	2024	2024	NUM
cet-15017	1	113	,	,	PUNCT
cet-15017	1	114	aidic	aidic	ADJ
cet-15017	1	115	servizi	servizi	PROPN
cet-15017	1	116	s.r.l	s.r.l	NOUN
cet-15017	1	117	.	.	PUNCT
cet-15017	2	1	isbn	isbn	PROPN
cet-15017	2	2	979	979	NUM
cet-15017	2	3	-	-	SYM
cet-15017	2	4	12	12	NUM
cet-15017	2	5	-	-	PUNCT
cet-15017	2	6	81206	81206	NUM
cet-15017	2	7	-	-	SYM
cet-15017	2	8	12	12	NUM
cet-15017	2	9	-	-	SYM
cet-15017	2	10	0	0	NUM
cet-15017	2	11	;	;	PUNCT
cet-15017	2	12	issn	issn	PROPN
cet-15017	2	13	2283	2283	NUM
cet-15017	2	14	-	-	SYM
cet-15017	2	15	9216	9216	NUM
cet-15017	2	16	approach	approach	NOUN
cet-15017	2	17	for	for	ADP
cet-15017	2	18	optimal	optimal	ADJ
cet-15017	2	19	selection	selection	NOUN
cet-15017	2	20	of	of	ADP
cet-15017	2	21	innovative	innovative	ADJ
cet-15017	2	22	actions	action	NOUN
cet-15017	2	23	for	for	ADP
cet-15017	2	24	residential	residential	ADJ
cet-15017	2	25	heating	heating	NOUN
cet-15017	2	26	systems	system	NOUN
cet-15017	2	27	andrii	andrii	VERB
cet-15017	2	28	polyvianchuka	polyvianchuka	ADJ
cet-15017	2	29	,	,	PUNCT
cet-15017	2	30	vasyl	vasyl	NOUN
cet-15017	2	31	petruka	petruka	PROPN
cet-15017	2	32	,	,	PUNCT
cet-15017	2	33	natalia	natalia	PROPN
cet-15017	2	34	polyvianchuka	polyvianchuka	PROPN
cet-15017	2	35	,	,	PUNCT
cet-15017	2	36	kovalenko	kovalenko	PROPN
cet-15017	2	37	yuriib	yuriib	ADJ
cet-15017	2	38	,	,	PUNCT
cet-15017	2	39	roman	roman	ADJ
cet-15017	2	40	semenenkoa	semenenkoa	NOUN
cet-15017	2	41	,	,	PUNCT
cet-15017	2	42	olga	olga	PROPN
cet-15017	2	43	arsenyeva*,c	arsenyeva*,c	PROPN
cet-15017	2	44	avinnytsia	avinnytsia	PROPN
cet-15017	2	45	national	national	PROPN
cet-15017	2	46	technical	technical	PROPN
cet-15017	2	47	university	university	PROPN
cet-15017	2	48	,	,	PUNCT
cet-15017	2	49	department	department	NOUN
cet-15017	2	50	of	of	ADP
cet-15017	2	51	ecology	ecology	NOUN
cet-15017	2	52	,	,	PUNCT
cet-15017	2	53	chemistry	chemistry	NOUN
cet-15017	2	54	and	and	CCONJ
cet-15017	2	55	technologies	technology	NOUN
cet-15017	2	56	of	of	ADP
cet-15017	2	57	environmental	environmental	ADJ
cet-15017	2	58	protection	protection	NOUN
cet-15017	2	59	,	,	PUNCT
cet-15017	2	60	95	95	NUM
cet-15017	2	61	khmelnytske	khmelnytske	PROPN
cet-15017	2	62	shose	shose	PROPN
cet-15017	2	63	,	,	PUNCT
cet-15017	2	64	21021	21021	NUM
cet-15017	2	65	,	,	PUNCT
cet-15017	2	66	vinnytsia	vinnytsia	NOUN
cet-15017	2	67	,	,	PUNCT
cet-15017	2	68	ukraine	ukraine	ADJ
cet-15017	2	69	bo.m	bo.m	NOUN
cet-15017	2	70	.	.	PUNCT
cet-15017	3	1	beketov	beketov	PROPN
cet-15017	3	2	national	national	PROPN
cet-15017	3	3	university	university	PROPN
cet-15017	3	4	of	of	ADP
cet-15017	3	5	urban	urban	ADJ
cet-15017	3	6	economy	economy	NOUN
cet-15017	3	7	in	in	ADP
cet-15017	3	8	kharkiv	kharkiv	PROPN
cet-15017	3	9	,	,	PUNCT
cet-15017	3	10	department	department	NOUN
cet-15017	3	11	of	of	ADP
cet-15017	3	12	engineering	engineering	NOUN
cet-15017	3	13	ecology	ecology	NOUN
cet-15017	3	14	of	of	ADP
cet-15017	3	15	cities	city	NOUN
cet-15017	3	16	,	,	PUNCT
cet-15017	3	17	17	17	NUM
cet-15017	3	18	marshal	marshal	NOUN
cet-15017	3	19	bazhanov	bazhanov	PROPN
cet-15017	3	20	str	str	PROPN
cet-15017	3	21	.	.	PUNCT
cet-15017	3	22	,	,	PUNCT
cet-15017	3	23	61002	61002	NUM
cet-15017	3	24	,	,	PUNCT
cet-15017	3	25	kharkiv	kharkiv	PROPN
cet-15017	3	26	,	,	PUNCT
cet-15017	3	27	ukraine	ukraine	PROPN
cet-15017	3	28	cpaderborn	cpaderborn	PROPN
cet-15017	3	29	university	university	NOUN
cet-15017	3	30	,	,	PUNCT
cet-15017	3	31	chair	chair	NOUN
cet-15017	3	32	of	of	ADP
cet-15017	3	33	fluid	fluid	ADJ
cet-15017	3	34	process	process	NOUN
cet-15017	3	35	engineering	engineering	NOUN
cet-15017	3	36	,	,	PUNCT
cet-15017	3	37	100	100	NUM
cet-15017	3	38	warburger	warburger	NOUN
cet-15017	3	39	str	str	PROPN
cet-15017	3	40	.	.	PROPN
cet-15017	3	41	,	,	PUNCT
cet-15017	3	42	33098	33098	NUM
cet-15017	3	43	,	,	PUNCT
cet-15017	3	44	paderborn	paderborn	PROPN
cet-15017	3	45	,	,	PUNCT
cet-15017	3	46	germany	germany	PROPN
cet-15017	3	47	olga.arsenyeva@upb.de	olga.arsenyeva@upb.de	PROPN
cet-15017	3	48	urban	urban	ADJ
cet-15017	3	49	housing	housing	NOUN
cet-15017	3	50	is	be	AUX
cet-15017	3	51	the	the	DET
cet-15017	3	52	largest	large	ADJ
cet-15017	3	53	consumer	consumer	NOUN
cet-15017	3	54	of	of	ADP
cet-15017	3	55	energy	energy	NOUN
cet-15017	3	56	in	in	ADP
cet-15017	3	57	european	european	ADJ
cet-15017	3	58	countries	country	NOUN
cet-15017	3	59	,	,	PUNCT
cet-15017	3	60	representing	represent	VERB
cet-15017	3	61	approximately	approximately	ADV
cet-15017	3	62	43	43	NUM
cet-15017	3	63	%	%	NOUN
cet-15017	3	64	of	of	ADP
cet-15017	3	65	total	total	ADJ
cet-15017	3	66	energy	energy	NOUN
cet-15017	3	67	consumption	consumption	NOUN
cet-15017	3	68	.	.	PUNCT
cet-15017	4	1	the	the	DET
cet-15017	4	2	objective	objective	NOUN
cet-15017	4	3	of	of	ADP
cet-15017	4	4	a	a	DET
cet-15017	4	5	sustainable	sustainable	ADJ
cet-15017	4	6	society	society	NOUN
cet-15017	4	7	is	be	AUX
cet-15017	4	8	to	to	PART
cet-15017	4	9	enhance	enhance	VERB
cet-15017	4	10	the	the	DET
cet-15017	4	11	energy	energy	NOUN
cet-15017	4	12	efficiency	efficiency	NOUN
cet-15017	4	13	of	of	ADP
cet-15017	4	14	buildings	building	NOUN
cet-15017	4	15	and	and	CCONJ
cet-15017	4	16	domestic	domestic	ADJ
cet-15017	4	17	heating	heating	NOUN
cet-15017	4	18	systems	system	NOUN
cet-15017	4	19	,	,	PUNCT
cet-15017	4	20	with	with	ADP
cet-15017	4	21	the	the	DET
cet-15017	4	22	goal	goal	NOUN
cet-15017	4	23	of	of	ADP
cet-15017	4	24	achieving	achieve	VERB
cet-15017	4	25	zero	zero	NUM
cet-15017	4	26	-	-	PUNCT
cet-15017	4	27	energy	energy	NOUN
cet-15017	4	28	buildings	building	NOUN
cet-15017	4	29	that	that	PRON
cet-15017	4	30	rely	rely	VERB
cet-15017	4	31	on	on	ADP
cet-15017	4	32	renewable	renewable	ADJ
cet-15017	4	33	energy	energy	NOUN
cet-15017	4	34	sources	source	NOUN
cet-15017	4	35	for	for	ADP
cet-15017	4	36	their	their	PRON
cet-15017	4	37	energy	energy	NOUN
cet-15017	4	38	supply	supply	NOUN
cet-15017	4	39	.	.	PUNCT
cet-15017	5	1	to	to	PART
cet-15017	5	2	accomplish	accomplish	VERB
cet-15017	5	3	this	this	PRON
cet-15017	5	4	,	,	PUNCT
cet-15017	5	5	the	the	DET
cet-15017	5	6	current	current	ADJ
cet-15017	5	7	buildings	building	NOUN
cet-15017	5	8	must	must	AUX
cet-15017	5	9	be	be	AUX
cet-15017	5	10	effectively	effectively	ADV
cet-15017	5	11	renovated	renovate	VERB
cet-15017	5	12	.	.	PUNCT
cet-15017	6	1	this	this	DET
cet-15017	6	2	study	study	NOUN
cet-15017	6	3	presents	present	VERB
cet-15017	6	4	a	a	DET
cet-15017	6	5	method	method	NOUN
cet-15017	6	6	for	for	ADP
cet-15017	6	7	upgrading	upgrade	VERB
cet-15017	6	8	household	household	NOUN
cet-15017	6	9	heating	heating	NOUN
cet-15017	6	10	systems	system	NOUN
cet-15017	6	11	when	when	SCONJ
cet-15017	6	12	there	there	PRON
cet-15017	6	13	are	be	VERB
cet-15017	6	14	limited	limited	ADJ
cet-15017	6	15	finances	finance	NOUN
cet-15017	6	16	available	available	ADJ
cet-15017	6	17	for	for	ADP
cet-15017	6	18	investment	investment	NOUN
cet-15017	6	19	.	.	PUNCT
cet-15017	7	1	the	the	DET
cet-15017	7	2	proposed	propose	VERB
cet-15017	7	3	mathematical	mathematical	ADJ
cet-15017	7	4	model	model	NOUN
cet-15017	7	5	is	be	AUX
cet-15017	7	6	derived	derive	VERB
cet-15017	7	7	from	from	ADP
cet-15017	7	8	the	the	DET
cet-15017	7	9	analysis	analysis	NOUN
cet-15017	7	10	of	of	ADP
cet-15017	7	11	the	the	DET
cet-15017	7	12	building	building	NOUN
cet-15017	7	13	's	's	PART
cet-15017	7	14	energy	energy	NOUN
cet-15017	7	15	system	system	NOUN
cet-15017	7	16	and	and	CCONJ
cet-15017	7	17	combines	combine	VERB
cet-15017	7	18	the	the	DET
cet-15017	7	19	thermal	thermal	ADJ
cet-15017	7	20	energy	energy	NOUN
cet-15017	7	21	producer	producer	NOUN
cet-15017	7	22	and	and	CCONJ
cet-15017	7	23	consumer	consumer	NOUN
cet-15017	7	24	into	into	ADP
cet-15017	7	25	a	a	DET
cet-15017	7	26	unified	unified	ADJ
cet-15017	7	27	system	system	NOUN
cet-15017	7	28	.	.	PUNCT
cet-15017	8	1	it	it	PRON
cet-15017	8	2	allows	allow	VERB
cet-15017	8	3	for	for	ADP
cet-15017	8	4	the	the	DET
cet-15017	8	5	analysis	analysis	NOUN
cet-15017	8	6	of	of	ADP
cet-15017	8	7	the	the	DET
cet-15017	8	8	building	building	NOUN
cet-15017	8	9	's	's	PART
cet-15017	8	10	condition	condition	NOUN
cet-15017	8	11	using	use	VERB
cet-15017	8	12	energy	energy	NOUN
cet-15017	8	13	,	,	PUNCT
cet-15017	8	14	environmental	environmental	ADJ
cet-15017	8	15	,	,	PUNCT
cet-15017	8	16	and	and	CCONJ
cet-15017	8	17	economic	economic	ADJ
cet-15017	8	18	key	key	ADJ
cet-15017	8	19	indicators	indicator	NOUN
cet-15017	8	20	while	while	SCONJ
cet-15017	8	21	also	also	ADV
cet-15017	8	22	suggesting	suggest	VERB
cet-15017	8	23	appropriate	appropriate	ADJ
cet-15017	8	24	innovative	innovative	ADJ
cet-15017	8	25	measures	measure	NOUN
cet-15017	8	26	.	.	PUNCT
cet-15017	9	1	a	a	DET
cet-15017	9	2	proposed	propose	VERB
cet-15017	9	3	approach	approach	NOUN
cet-15017	9	4	is	be	AUX
cet-15017	9	5	to	to	PART
cet-15017	9	6	pick	pick	VERB
cet-15017	9	7	effective	effective	ADJ
cet-15017	9	8	creative	creative	ADJ
cet-15017	9	9	measures	measure	NOUN
cet-15017	9	10	for	for	ADP
cet-15017	9	11	the	the	DET
cet-15017	9	12	analysed	analyse	VERB
cet-15017	9	13	building	building	NOUN
cet-15017	9	14	and	and	CCONJ
cet-15017	9	15	optimise	optimise	ADJ
cet-15017	9	16	investment	investment	NOUN
cet-15017	9	17	in	in	ADP
cet-15017	9	18	time	time	NOUN
cet-15017	9	19	.	.	PUNCT
cet-15017	10	1	the	the	DET
cet-15017	10	2	case	case	NOUN
cet-15017	10	3	study	study	NOUN
cet-15017	10	4	for	for	ADP
cet-15017	10	5	the	the	DET
cet-15017	10	6	education	education	NOUN
cet-15017	10	7	building	building	NOUN
cet-15017	10	8	in	in	ADP
cet-15017	10	9	ukraine	ukraine	PROPN
cet-15017	10	10	showed	show	VERB
cet-15017	10	11	that	that	SCONJ
cet-15017	10	12	the	the	DET
cet-15017	10	13	implementation	implementation	NOUN
cet-15017	10	14	of	of	ADP
cet-15017	10	15	such	such	DET
cet-15017	10	16	an	an	DET
cet-15017	10	17	approach	approach	NOUN
cet-15017	10	18	enables	enable	VERB
cet-15017	10	19	significant	significant	ADJ
cet-15017	10	20	savings	saving	NOUN
cet-15017	10	21	of	of	ADP
cet-15017	10	22	up	up	ADP
cet-15017	10	23	to	to	PART
cet-15017	10	24	60	60	NUM
cet-15017	10	25	-	-	SYM
cet-15017	10	26	85	85	NUM
cet-15017	10	27	%	%	NOUN
cet-15017	10	28	of	of	ADP
cet-15017	10	29	energy	energy	NOUN
cet-15017	10	30	and	and	CCONJ
cet-15017	10	31	fuel	fuel	NOUN
cet-15017	10	32	resources	resource	NOUN
cet-15017	10	33	spent	spend	VERB
cet-15017	10	34	on	on	ADP
cet-15017	10	35	building	build	VERB
cet-15017	10	36	heat	heat	NOUN
cet-15017	10	37	supply	supply	NOUN
cet-15017	10	38	with	with	ADP
cet-15017	10	39	a	a	DET
cet-15017	10	40	simultaneous	simultaneous	ADJ
cet-15017	10	41	reduction	reduction	NOUN
cet-15017	10	42	of	of	ADP
cet-15017	10	43	environmental	environmental	ADJ
cet-15017	10	44	emissions	emission	NOUN
cet-15017	10	45	by	by	ADP
cet-15017	10	46	39	39	NUM
cet-15017	10	47	%	%	NOUN
cet-15017	10	48	from	from	ADP
cet-15017	10	49	the	the	DET
cet-15017	10	50	initial	initial	ADJ
cet-15017	10	51	state	state	NOUN
cet-15017	10	52	.	.	PUNCT
cet-15017	11	1	1	1	X
cet-15017	11	2	.	.	X
cet-15017	11	3	introduction	introduction	NOUN
cet-15017	11	4	the	the	DET
cet-15017	11	5	international	international	ADJ
cet-15017	11	6	energy	energy	NOUN
cet-15017	11	7	agency	agency	NOUN
cet-15017	11	8	's	's	PART
cet-15017	11	9	report	report	NOUN
cet-15017	11	10	(	(	PUNCT
cet-15017	11	11	iea	iea	NOUN
cet-15017	11	12	,	,	PUNCT
cet-15017	11	13	2022	2022	NUM
cet-15017	11	14	)	)	PUNCT
cet-15017	11	15	states	state	VERB
cet-15017	11	16	that	that	SCONJ
cet-15017	11	17	the	the	DET
cet-15017	11	18	world	world	NOUN
cet-15017	11	19	is	be	AUX
cet-15017	11	20	currently	currently	ADV
cet-15017	11	21	in	in	ADP
cet-15017	11	22	a	a	DET
cet-15017	11	23	crucial	crucial	ADJ
cet-15017	11	24	period	period	NOUN
cet-15017	11	25	for	for	ADP
cet-15017	11	26	the	the	DET
cet-15017	11	27	development	development	NOUN
cet-15017	11	28	of	of	ADP
cet-15017	11	29	energy	energy	NOUN
cet-15017	11	30	systems	system	NOUN
cet-15017	11	31	,	,	PUNCT
cet-15017	11	32	which	which	PRON
cet-15017	11	33	should	should	AUX
cet-15017	11	34	be	be	AUX
cet-15017	11	35	more	more	ADV
cet-15017	11	36	safe	safe	ADJ
cet-15017	11	37	,	,	PUNCT
cet-15017	11	38	sustainable	sustainable	ADJ
cet-15017	11	39	and	and	CCONJ
cet-15017	11	40	cost	cost	NOUN
cet-15017	11	41	-	-	PUNCT
cet-15017	11	42	effective	effective	ADJ
cet-15017	11	43	.	.	PUNCT
cet-15017	12	1	within	within	ADP
cet-15017	12	2	the	the	DET
cet-15017	12	3	european	european	PROPN
cet-15017	12	4	union	union	PROPN
cet-15017	12	5	,	,	PUNCT
cet-15017	12	6	the	the	DET
cet-15017	12	7	buildings	building	NOUN
cet-15017	12	8	utilise	utilise	VERB
cet-15017	12	9	43	43	NUM
cet-15017	12	10	%	%	NOUN
cet-15017	12	11	of	of	ADP
cet-15017	12	12	energy	energy	NOUN
cet-15017	12	13	and	and	CCONJ
cet-15017	12	14	release	release	VERB
cet-15017	12	15	36	36	NUM
cet-15017	12	16	%	%	NOUN
cet-15017	12	17	of	of	ADP
cet-15017	12	18	greenhouse	greenhouse	NOUN
cet-15017	12	19	gases	gas	NOUN
cet-15017	12	20	during	during	ADP
cet-15017	12	21	energy	energy	NOUN
cet-15017	12	22	generation	generation	NOUN
cet-15017	12	23	.	.	PUNCT
cet-15017	13	1	ensuring	ensure	VERB
cet-15017	13	2	the	the	DET
cet-15017	13	3	sustainability	sustainability	NOUN
cet-15017	13	4	of	of	ADP
cet-15017	13	5	cities	city	NOUN
cet-15017	13	6	requires	require	VERB
cet-15017	13	7	the	the	DET
cet-15017	13	8	renovation	renovation	NOUN
cet-15017	13	9	of	of	ADP
cet-15017	13	10	buildings	building	NOUN
cet-15017	13	11	and	and	CCONJ
cet-15017	13	12	their	their	PRON
cet-15017	13	13	energy	energy	NOUN
cet-15017	13	14	systems	system	NOUN
cet-15017	13	15	,	,	PUNCT
cet-15017	13	16	together	together	ADV
cet-15017	13	17	with	with	ADP
cet-15017	13	18	the	the	DET
cet-15017	13	19	implementation	implementation	NOUN
cet-15017	13	20	of	of	ADP
cet-15017	13	21	innovative	innovative	ADJ
cet-15017	13	22	technologies	technology	NOUN
cet-15017	13	23	that	that	PRON
cet-15017	13	24	utilise	utilise	VERB
cet-15017	13	25	renewable	renewable	ADJ
cet-15017	13	26	energy	energy	NOUN
cet-15017	13	27	sources	source	NOUN
cet-15017	13	28	to	to	PART
cet-15017	13	29	generate	generate	VERB
cet-15017	13	30	energy	energy	NOUN
cet-15017	13	31	for	for	ADP
cet-15017	13	32	heating	heating	NOUN
cet-15017	13	33	and	and	CCONJ
cet-15017	13	34	hot	hot	ADJ
cet-15017	13	35	water	water	NOUN
cet-15017	13	36	supply	supply	NOUN
cet-15017	13	37	demand	demand	NOUN
cet-15017	13	38	.	.	PUNCT
cet-15017	14	1	to	to	PART
cet-15017	14	2	decrease	decrease	VERB
cet-15017	14	3	energy	energy	NOUN
cet-15017	14	4	usage	usage	NOUN
cet-15017	14	5	for	for	ADP
cet-15017	14	6	residential	residential	ADJ
cet-15017	14	7	heating	heating	NOUN
cet-15017	14	8	and	and	CCONJ
cet-15017	14	9	cooling	cooling	NOUN
cet-15017	14	10	,	,	PUNCT
cet-15017	14	11	the	the	DET
cet-15017	14	12	building	building	NOUN
cet-15017	14	13	’s	’s	PART
cet-15017	14	14	energy	energy	NOUN
cet-15017	14	15	demand	demand	NOUN
cet-15017	14	16	should	should	AUX
cet-15017	14	17	be	be	AUX
cet-15017	14	18	decreased	decrease	VERB
cet-15017	14	19	.	.	PUNCT
cet-15017	15	1	it	it	PRON
cet-15017	15	2	can	can	AUX
cet-15017	15	3	be	be	AUX
cet-15017	15	4	done	do	VERB
cet-15017	15	5	by	by	ADP
cet-15017	15	6	the	the	DET
cet-15017	15	7	building	building	NOUN
cet-15017	15	8	energy	energy	NOUN
cet-15017	15	9	system	system	NOUN
cet-15017	15	10	retrofit	retrofit	NOUN
cet-15017	15	11	,	,	PUNCT
cet-15017	15	12	which	which	PRON
cet-15017	15	13	will	will	AUX
cet-15017	15	14	inevitably	inevitably	ADV
cet-15017	15	15	depend	depend	VERB
cet-15017	15	16	on	on	ADP
cet-15017	15	17	the	the	DET
cet-15017	15	18	energy	energy	NOUN
cet-15017	15	19	level	level	NOUN
cet-15017	15	20	of	of	ADP
cet-15017	15	21	the	the	DET
cet-15017	15	22	building	building	NOUN
cet-15017	15	23	envelope	envelope	NOUN
cet-15017	15	24	,	,	PUNCT
cet-15017	15	25	making	make	VERB
cet-15017	15	26	the	the	DET
cet-15017	15	27	retrofit	retrofit	NOUN
cet-15017	15	28	of	of	ADP
cet-15017	15	29	the	the	DET
cet-15017	15	30	building	building	NOUN
cet-15017	15	31	itself	itself	PRON
cet-15017	15	32	the	the	DET
cet-15017	15	33	important	important	ADJ
cet-15017	15	34	measure	measure	NOUN
cet-15017	15	35	of	of	ADP
cet-15017	15	36	all	all	DET
cet-15017	15	37	the	the	DET
cet-15017	15	38	innovations	innovation	NOUN
cet-15017	15	39	.	.	PUNCT
cet-15017	16	1	in	in	ADP
cet-15017	16	2	the	the	DET
cet-15017	16	3	review	review	NOUN
cet-15017	16	4	paper	paper	NOUN
cet-15017	16	5	by	by	ADP
cet-15017	16	6	fahlstedt	fahlstedt	NOUN
cet-15017	16	7	et	et	PROPN
cet-15017	16	8	al	al	PROPN
cet-15017	16	9	.	.	PROPN
cet-15017	16	10	(	(	PUNCT
cet-15017	16	11	2022	2022	NUM
cet-15017	16	12	)	)	PUNCT
cet-15017	16	13	,	,	PUNCT
cet-15017	16	14	the	the	DET
cet-15017	16	15	various	various	ADJ
cet-15017	16	16	approaches	approach	NOUN
cet-15017	16	17	used	use	VERB
cet-15017	16	18	to	to	PART
cet-15017	16	19	decrease	decrease	VERB
cet-15017	16	20	carbon	carbon	NOUN
cet-15017	16	21	emissions	emission	NOUN
cet-15017	16	22	by	by	ADP
cet-15017	16	23	improving	improve	VERB
cet-15017	16	24	the	the	DET
cet-15017	16	25	building	building	NOUN
cet-15017	16	26	envelope	envelope	NOUN
cet-15017	16	27	in	in	ADP
cet-15017	16	28	order	order	NOUN
cet-15017	16	29	to	to	PART
cet-15017	16	30	achieve	achieve	VERB
cet-15017	16	31	zero	zero	NUM
cet-15017	16	32	-	-	PUNCT
cet-15017	16	33	energy	energy	NOUN
cet-15017	16	34	buildings	building	NOUN
cet-15017	16	35	were	be	AUX
cet-15017	16	36	examined	examine	VERB
cet-15017	16	37	.	.	PUNCT
cet-15017	17	1	wu	wu	PROPN
cet-15017	17	2	et	et	PROPN
cet-15017	17	3	al	al	PROPN
cet-15017	17	4	.	.	PROPN
cet-15017	18	1	(	(	PUNCT
cet-15017	18	2	2017	2017	NUM
cet-15017	18	3	)	)	PUNCT
cet-15017	18	4	discuss	discuss	VERB
cet-15017	18	5	the	the	DET
cet-15017	18	6	utilisation	utilisation	NOUN
cet-15017	18	7	of	of	ADP
cet-15017	18	8	building	building	NOUN
cet-15017	18	9	refit	refit	NOUN
cet-15017	18	10	and	and	CCONJ
cet-15017	18	11	enhancement	enhancement	NOUN
cet-15017	18	12	of	of	ADP
cet-15017	18	13	the	the	DET
cet-15017	18	14	energy	energy	NOUN
cet-15017	18	15	supply	supply	NOUN
cet-15017	18	16	system	system	NOUN
cet-15017	18	17	,	,	PUNCT
cet-15017	18	18	with	with	ADP
cet-15017	18	19	an	an	DET
cet-15017	18	20	emphasis	emphasis	NOUN
cet-15017	18	21	on	on	ADP
cet-15017	18	22	cost	cost	NOUN
cet-15017	18	23	reduction	reduction	NOUN
cet-15017	18	24	and	and	CCONJ
cet-15017	18	25	the	the	DET
cet-15017	18	26	reduction	reduction	NOUN
cet-15017	18	27	of	of	ADP
cet-15017	18	28	greenhouse	greenhouse	NOUN
cet-15017	18	29	gas	gas	NOUN
cet-15017	18	30	emissions	emission	NOUN
cet-15017	18	31	.	.	PUNCT
cet-15017	19	1	an	an	DET
cet-15017	19	2	examination	examination	NOUN
cet-15017	19	3	of	of	ADP
cet-15017	19	4	various	various	ADJ
cet-15017	19	5	energy	energy	NOUN
cet-15017	19	6	sources	source	NOUN
cet-15017	19	7	in	in	ADP
cet-15017	19	8	terms	term	NOUN
cet-15017	19	9	of	of	ADP
cet-15017	19	10	their	their	PRON
cet-15017	19	11	cost	cost	NOUN
cet-15017	19	12	and	and	CCONJ
cet-15017	19	13	environmental	environmental	ADJ
cet-15017	19	14	impact	impact	NOUN
cet-15017	19	15	on	on	ADP
cet-15017	19	16	non	non	ADJ
cet-15017	19	17	-	-	ADJ
cet-15017	19	18	residential	residential	ADJ
cet-15017	19	19	buildings	building	NOUN
cet-15017	19	20	in	in	ADP
cet-15017	19	21	ukraine	ukraine	PROPN
cet-15017	19	22	was	be	AUX
cet-15017	19	23	conducted	conduct	VERB
cet-15017	19	24	by	by	ADP
cet-15017	19	25	polyvianchuk	polyvianchuk	NOUN
cet-15017	19	26	et	et	PROPN
cet-15017	19	27	al	al	PROPN
cet-15017	19	28	.	.	PROPN
cet-15017	19	29	(	(	PUNCT
cet-15017	19	30	2023a	2023a	NUM
cet-15017	19	31	)	)	PUNCT
cet-15017	19	32	.	.	PUNCT
cet-15017	20	1	the	the	DET
cet-15017	20	2	study	study	NOUN
cet-15017	20	3	conducted	conduct	VERB
cet-15017	20	4	by	by	ADP
cet-15017	20	5	sarmouk	sarmouk	NOUN
cet-15017	20	6	et	et	PROPN
cet-15017	20	7	al	al	PROPN
cet-15017	20	8	.	.	PROPN
cet-15017	20	9	(	(	PUNCT
cet-15017	20	10	2022	2022	NUM
cet-15017	20	11	)	)	PUNCT
cet-15017	20	12	investigated	investigate	VERB
cet-15017	20	13	the	the	DET
cet-15017	20	14	most	most	ADV
cet-15017	20	15	efficient	efficient	ADJ
cet-15017	20	16	incorporation	incorporation	NOUN
cet-15017	20	17	of	of	ADP
cet-15017	20	18	solar	solar	ADJ
cet-15017	20	19	energy	energy	NOUN
cet-15017	20	20	and	and	CCONJ
cet-15017	20	21	gas	gas	NOUN
cet-15017	20	22	boilers	boiler	NOUN
cet-15017	20	23	for	for	ADP
cet-15017	20	24	heating	heating	NOUN
cet-15017	20	25	systems	system	NOUN
cet-15017	20	26	in	in	ADP
cet-15017	20	27	commercial	commercial	ADJ
cet-15017	20	28	buildings	building	NOUN
cet-15017	20	29	.	.	PUNCT
cet-15017	21	1	there	there	PRON
cet-15017	21	2	is	be	VERB
cet-15017	21	3	a	a	DET
cet-15017	21	4	limited	limited	ADJ
cet-15017	21	5	number	number	NOUN
cet-15017	21	6	of	of	ADP
cet-15017	21	7	studies	study	NOUN
cet-15017	21	8	that	that	PRON
cet-15017	21	9	have	have	AUX
cet-15017	21	10	been	be	AUX
cet-15017	21	11	carried	carry	VERB
cet-15017	21	12	out	out	ADP
cet-15017	21	13	to	to	PART
cet-15017	21	14	identify	identify	VERB
cet-15017	21	15	the	the	DET
cet-15017	21	16	optimal	optimal	ADJ
cet-15017	21	17	investment	investment	NOUN
cet-15017	21	18	in	in	ADP
cet-15017	21	19	building	building	NOUN
cet-15017	21	20	retrofit	retrofit	NOUN
cet-15017	21	21	,	,	PUNCT
cet-15017	21	22	and	and	CCONJ
cet-15017	21	23	ongoing	ongoing	ADJ
cet-15017	21	24	research	research	NOUN
cet-15017	21	25	is	be	AUX
cet-15017	21	26	being	be	AUX
cet-15017	21	27	undertaken	undertake	VERB
cet-15017	21	28	at	at	ADP
cet-15017	21	29	present	present	NOUN
cet-15017	21	30	.	.	PUNCT
cet-15017	22	1	it	it	PRON
cet-15017	22	2	is	be	AUX
cet-15017	22	3	crucial	crucial	ADJ
cet-15017	22	4	to	to	PART
cet-15017	22	5	include	include	VERB
cet-15017	22	6	the	the	DET
cet-15017	22	7	complete	complete	ADJ
cet-15017	22	8	time	time	NOUN
cet-15017	22	9	span	span	NOUN
cet-15017	22	10	of	of	ADP
cet-15017	22	11	667	667	NUM
cet-15017	22	12	building	building	NOUN
cet-15017	22	13	life	life	NOUN
cet-15017	22	14	cycles	cycle	NOUN
cet-15017	22	15	when	when	SCONJ
cet-15017	22	16	doing	do	VERB
cet-15017	22	17	optimisation	optimisation	NOUN
cet-15017	22	18	,	,	PUNCT
cet-15017	22	19	as	as	SCONJ
cet-15017	22	20	highlighted	highlight	VERB
cet-15017	22	21	by	by	ADP
cet-15017	22	22	richarz	richarz	NOUN
cet-15017	22	23	et	et	PROPN
cet-15017	22	24	al	al	PROPN
cet-15017	22	25	.	.	PROPN
cet-15017	23	1	(	(	PUNCT
cet-15017	23	2	2022	2022	NUM
cet-15017	23	3	)	)	PUNCT
cet-15017	23	4	.	.	PUNCT
cet-15017	24	1	this	this	PRON
cet-15017	24	2	enables	enable	VERB
cet-15017	24	3	the	the	DET
cet-15017	24	4	identification	identification	NOUN
cet-15017	24	5	of	of	ADP
cet-15017	24	6	more	more	ADV
cet-15017	24	7	practical	practical	ADJ
cet-15017	24	8	approaches	approach	NOUN
cet-15017	24	9	to	to	ADP
cet-15017	24	10	constructing	construct	VERB
cet-15017	24	11	decarbonisation	decarbonisation	NOUN
cet-15017	24	12	,	,	PUNCT
cet-15017	24	13	when	when	SCONJ
cet-15017	24	14	the	the	DET
cet-15017	24	15	investment	investment	NOUN
cet-15017	24	16	choices	choice	NOUN
cet-15017	24	17	are	be	AUX
cet-15017	24	18	possible	possible	ADJ
cet-15017	24	19	at	at	ADP
cet-15017	24	20	various	various	ADJ
cet-15017	24	21	points	point	NOUN
cet-15017	24	22	over	over	ADP
cet-15017	24	23	the	the	DET
cet-15017	24	24	building	building	NOUN
cet-15017	24	25	's	's	PART
cet-15017	24	26	lifespan	lifespan	NOUN
cet-15017	24	27	and	and	CCONJ
cet-15017	24	28	are	be	AUX
cet-15017	24	29	flexible	flexible	ADJ
cet-15017	24	30	.	.	PUNCT
cet-15017	25	1	the	the	DET
cet-15017	25	2	study	study	NOUN
cet-15017	25	3	conducted	conduct	VERB
cet-15017	25	4	by	by	ADP
cet-15017	25	5	wirtz	wirtz	PROPN
cet-15017	25	6	et	et	PROPN
cet-15017	25	7	al	al	PROPN
cet-15017	25	8	.	.	PROPN
cet-15017	25	9	(	(	PUNCT
cet-15017	25	10	2023	2023	NUM
cet-15017	25	11	)	)	PUNCT
cet-15017	25	12	examined	examine	VERB
cet-15017	25	13	the	the	DET
cet-15017	25	14	activities	activity	NOUN
cet-15017	25	15	required	require	VERB
cet-15017	25	16	for	for	ADP
cet-15017	25	17	the	the	DET
cet-15017	25	18	transition	transition	NOUN
cet-15017	25	19	to	to	ADP
cet-15017	25	20	the	the	DET
cet-15017	25	21	5th	5th	ADJ
cet-15017	25	22	generation	generation	NOUN
cet-15017	25	23	district	district	NOUN
cet-15017	25	24	heating	heating	NOUN
cet-15017	25	25	system	system	NOUN
cet-15017	25	26	.	.	PUNCT
cet-15017	26	1	two	two	NUM
cet-15017	26	2	investment	investment	NOUN
cet-15017	26	3	strategies	strategy	NOUN
cet-15017	26	4	were	be	AUX
cet-15017	26	5	employed	employ	VERB
cet-15017	26	6	:	:	PUNCT
cet-15017	26	7	advance	advance	NOUN
cet-15017	26	8	planning	planning	NOUN
cet-15017	26	9	scenario	scenario	NOUN
cet-15017	26	10	and	and	CCONJ
cet-15017	26	11	step	step	NOUN
cet-15017	26	12	-	-	PUNCT
cet-15017	26	13	by	by	ADP
cet-15017	26	14	-	-	PUNCT
cet-15017	26	15	step	step	NOUN
cet-15017	26	16	implementation	implementation	NOUN
cet-15017	26	17	.	.	PUNCT
cet-15017	27	1	both	both	DET
cet-15017	27	2	techniques	technique	NOUN
cet-15017	27	3	demonstrated	demonstrate	VERB
cet-15017	27	4	cost	cost	NOUN
cet-15017	27	5	savings	saving	NOUN
cet-15017	27	6	in	in	ADP
cet-15017	27	7	comparison	comparison	NOUN
cet-15017	27	8	to	to	ADP
cet-15017	27	9	a	a	DET
cet-15017	27	10	single	single	ADJ
cet-15017	27	11	investment	investment	NOUN
cet-15017	27	12	.	.	PUNCT
cet-15017	28	1	the	the	DET
cet-15017	28	2	scenario	scenario	NOUN
cet-15017	28	3	that	that	PRON
cet-15017	28	4	used	use	VERB
cet-15017	28	5	the	the	DET
cet-15017	28	6	optimal	optimal	ADJ
cet-15017	28	7	investment	investment	NOUN
cet-15017	28	8	pathway	pathway	NOUN
cet-15017	28	9	resulted	result	VERB
cet-15017	28	10	in	in	ADP
cet-15017	28	11	even	even	ADV
cet-15017	28	12	greater	great	ADJ
cet-15017	28	13	savings	saving	NOUN
cet-15017	28	14	,	,	PUNCT
cet-15017	28	15	amounting	amount	VERB
cet-15017	28	16	to	to	ADP
cet-15017	28	17	17	17	NUM
cet-15017	28	18	%	%	NOUN
cet-15017	28	19	of	of	ADP
cet-15017	28	20	the	the	DET
cet-15017	28	21	costs	cost	NOUN
cet-15017	28	22	.	.	PUNCT
cet-15017	29	1	the	the	DET
cet-15017	29	2	integrated	integrate	VERB
cet-15017	29	3	approach	approach	NOUN
cet-15017	29	4	,	,	PUNCT
cet-15017	29	5	combining	combine	VERB
cet-15017	29	6	the	the	DET
cet-15017	29	7	selection	selection	NOUN
cet-15017	29	8	of	of	ADP
cet-15017	29	9	optimal	optimal	ADJ
cet-15017	29	10	building	building	NOUN
cet-15017	29	11	energy	energy	NOUN
cet-15017	29	12	system	system	NOUN
cet-15017	29	13	renovation	renovation	NOUN
cet-15017	29	14	strategy	strategy	NOUN
cet-15017	29	15	and	and	CCONJ
cet-15017	29	16	its	its	PRON
cet-15017	29	17	investment	investment	NOUN
cet-15017	29	18	in	in	ADP
cet-15017	29	19	time	time	NOUN
cet-15017	29	20	using	use	VERB
cet-15017	29	21	data	data	NOUN
cet-15017	29	22	-	-	PUNCT
cet-15017	29	23	driven	drive	VERB
cet-15017	29	24	modelling	modelling	NOUN
cet-15017	29	25	,	,	PUNCT
cet-15017	29	26	was	be	AUX
cet-15017	29	27	proposed	propose	VERB
cet-15017	29	28	by	by	ADP
cet-15017	29	29	pedone	pedone	PROPN
cet-15017	29	30	et	et	PROPN
cet-15017	29	31	al	al	PROPN
cet-15017	29	32	.	.	PROPN
cet-15017	29	33	(	(	PUNCT
cet-15017	29	34	2023	2023	NUM
cet-15017	29	35	)	)	PUNCT
cet-15017	29	36	.	.	PUNCT
cet-15017	30	1	to	to	PART
cet-15017	30	2	ensure	ensure	VERB
cet-15017	30	3	the	the	DET
cet-15017	30	4	efficient	efficient	ADJ
cet-15017	30	5	allocation	allocation	NOUN
cet-15017	30	6	of	of	ADP
cet-15017	30	7	investments	investment	NOUN
cet-15017	30	8	over	over	ADP
cet-15017	30	9	time	time	NOUN
cet-15017	30	10	for	for	ADP
cet-15017	30	11	enhancing	enhance	VERB
cet-15017	30	12	a	a	DET
cet-15017	30	13	building	building	NOUN
cet-15017	30	14	's	's	PART
cet-15017	30	15	energy	energy	NOUN
cet-15017	30	16	system	system	NOUN
cet-15017	30	17	,	,	PUNCT
cet-15017	30	18	a	a	DET
cet-15017	30	19	new	new	ADJ
cet-15017	30	20	method	method	NOUN
cet-15017	30	21	for	for	ADP
cet-15017	30	22	optimising	optimise	VERB
cet-15017	30	23	a	a	DET
cet-15017	30	24	multi	multi	ADJ
cet-15017	30	25	-	-	ADJ
cet-15017	30	26	period	period	ADJ
cet-15017	30	27	investment	investment	NOUN
cet-15017	30	28	strategy	strategy	NOUN
cet-15017	30	29	is	be	AUX
cet-15017	30	30	necessary	necessary	ADJ
cet-15017	30	31	.	.	PUNCT
cet-15017	31	1	the	the	DET
cet-15017	31	2	present	present	ADJ
cet-15017	31	3	work	work	NOUN
cet-15017	31	4	is	be	AUX
cet-15017	31	5	based	base	VERB
cet-15017	31	6	on	on	ADP
cet-15017	31	7	previous	previous	ADJ
cet-15017	31	8	research	research	NOUN
cet-15017	31	9	,	,	PUNCT
cet-15017	31	10	utilising	utilise	VERB
cet-15017	31	11	key	key	ADJ
cet-15017	31	12	performance	performance	NOUN
cet-15017	31	13	indicators	indicator	NOUN
cet-15017	31	14	to	to	PART
cet-15017	31	15	estimate	estimate	VERB
cet-15017	31	16	the	the	DET
cet-15017	31	17	effectiveness	effectiveness	NOUN
cet-15017	31	18	of	of	ADP
cet-15017	31	19	each	each	DET
cet-15017	31	20	proposed	propose	VERB
cet-15017	31	21	innovation	innovation	NOUN
cet-15017	31	22	(	(	PUNCT
cet-15017	31	23	polyvianchuk	polyvianchuk	NOUN
cet-15017	31	24	et	et	PROPN
cet-15017	31	25	al	al	PROPN
cet-15017	31	26	.	.	PROPN
cet-15017	31	27	,	,	PUNCT
cet-15017	31	28	2020	2020	NUM
cet-15017	31	29	)	)	PUNCT
cet-15017	31	30	,	,	PUNCT
cet-15017	31	31	and	and	CCONJ
cet-15017	31	32	integrates	integrate	VERB
cet-15017	31	33	multi	multi	ADJ
cet-15017	31	34	-	-	ADJ
cet-15017	31	35	objective	objective	ADJ
cet-15017	31	36	optimisation	optimisation	NOUN
cet-15017	31	37	to	to	PART
cet-15017	31	38	define	define	VERB
cet-15017	31	39	the	the	DET
cet-15017	31	40	best	good	ADJ
cet-15017	31	41	strategy	strategy	NOUN
cet-15017	31	42	based	base	VERB
cet-15017	31	43	on	on	ADP
cet-15017	31	44	economic	economic	ADJ
cet-15017	31	45	and	and	CCONJ
cet-15017	31	46	environmental	environmental	ADJ
cet-15017	31	47	criteria	criterion	NOUN
cet-15017	31	48	(	(	PUNCT
cet-15017	31	49	polyvianchuk	polyvianchuk	VERB
cet-15017	31	50	et	et	PROPN
cet-15017	31	51	al	al	PROPN
cet-15017	31	52	.	.	PROPN
cet-15017	31	53	,	,	PUNCT
cet-15017	31	54	2023b	2023b	NUM
cet-15017	31	55	)	)	PUNCT
cet-15017	31	56	.	.	PUNCT
cet-15017	32	1	a	a	DET
cet-15017	32	2	new	new	ADJ
cet-15017	32	3	method	method	NOUN
cet-15017	32	4	for	for	ADP
cet-15017	32	5	the	the	DET
cet-15017	32	6	optimal	optimal	ADJ
cet-15017	32	7	selection	selection	NOUN
cet-15017	32	8	of	of	ADP
cet-15017	32	9	the	the	DET
cet-15017	32	10	most	most	ADV
cet-15017	32	11	efficient	efficient	ADJ
cet-15017	32	12	multi	multi	ADJ
cet-15017	32	13	-	-	ADJ
cet-15017	32	14	period	period	NOUN
cet-15017	32	15	investments	investment	NOUN
cet-15017	32	16	for	for	ADP
cet-15017	32	17	the	the	DET
cet-15017	32	18	chosen	choose	VERB
cet-15017	32	19	innovation	innovation	NOUN
cet-15017	32	20	actions	action	NOUN
cet-15017	32	21	is	be	AUX
cet-15017	32	22	proposed	propose	VERB
cet-15017	32	23	.	.	PUNCT
cet-15017	33	1	this	this	DET
cet-15017	33	2	technique	technique	NOUN
cet-15017	33	3	is	be	AUX
cet-15017	33	4	particularly	particularly	ADV
cet-15017	33	5	applicable	applicable	ADJ
cet-15017	33	6	in	in	ADP
cet-15017	33	7	situations	situation	NOUN
cet-15017	33	8	where	where	SCONJ
cet-15017	33	9	financial	financial	ADJ
cet-15017	33	10	resources	resource	NOUN
cet-15017	33	11	are	be	AUX
cet-15017	33	12	limited	limited	ADJ
cet-15017	33	13	.	.	PUNCT
cet-15017	34	1	a	a	DET
cet-15017	34	2	case	case	NOUN
cet-15017	34	3	study	study	NOUN
cet-15017	34	4	of	of	ADP
cet-15017	34	5	a	a	DET
cet-15017	34	6	university	university	NOUN
cet-15017	34	7	building	building	NOUN
cet-15017	34	8	is	be	AUX
cet-15017	34	9	provided	provide	VERB
cet-15017	34	10	,	,	PUNCT
cet-15017	34	11	demonstrating	demonstrate	VERB
cet-15017	34	12	the	the	DET
cet-15017	34	13	advantages	advantage	NOUN
cet-15017	34	14	of	of	ADP
cet-15017	34	15	the	the	DET
cet-15017	34	16	multi	multi	ADJ
cet-15017	34	17	-	-	ADJ
cet-15017	34	18	period	period	ADJ
cet-15017	34	19	investment	investment	NOUN
cet-15017	34	20	technique	technique	NOUN
cet-15017	34	21	over	over	ADP
cet-15017	34	22	a	a	DET
cet-15017	34	23	lump	lump	NOUN
cet-15017	34	24	-	-	PUNCT
cet-15017	34	25	sum	sum	NOUN
cet-15017	34	26	investment	investment	NOUN
cet-15017	34	27	strategy	strategy	NOUN
cet-15017	34	28	.	.	PUNCT
cet-15017	35	1	2	2	X
cet-15017	35	2	.	.	X
cet-15017	35	3	mathematical	mathematical	ADJ
cet-15017	35	4	model	model	NOUN
cet-15017	35	5	of	of	ADP
cet-15017	35	6	multi	multi	ADJ
cet-15017	35	7	-	-	ADJ
cet-15017	35	8	period	period	NOUN
cet-15017	35	9	investment	investment	NOUN
cet-15017	35	10	in	in	ADP
cet-15017	35	11	retrofit	retrofit	NOUN
cet-15017	35	12	of	of	ADP
cet-15017	35	13	the	the	DET
cet-15017	35	14	building	building	NOUN
cet-15017	35	15	energy	energy	NOUN
cet-15017	35	16	system	system	NOUN
cet-15017	35	17	accurate	accurate	ADJ
cet-15017	35	18	determination	determination	NOUN
cet-15017	35	19	of	of	ADP
cet-15017	35	20	the	the	DET
cet-15017	35	21	most	most	ADV
cet-15017	35	22	effective	effective	ADJ
cet-15017	35	23	combinations	combination	NOUN
cet-15017	35	24	of	of	ADP
cet-15017	35	25	refurbishment	refurbishment	ADJ
cet-15017	35	26	actions	action	NOUN
cet-15017	35	27	for	for	ADP
cet-15017	35	28	a	a	DET
cet-15017	35	29	building	building	NOUN
cet-15017	35	30	's	's	PART
cet-15017	35	31	energy	energy	NOUN
cet-15017	35	32	system	system	NOUN
cet-15017	35	33	based	base	VERB
cet-15017	35	34	on	on	ADP
cet-15017	35	35	their	their	PRON
cet-15017	35	36	efficiency	efficiency	NOUN
cet-15017	35	37	and	and	CCONJ
cet-15017	35	38	prioritising	prioritise	VERB
cet-15017	35	39	their	their	PRON
cet-15017	35	40	sequence	sequence	NOUN
cet-15017	35	41	and	and	CCONJ
cet-15017	35	42	optimal	optimal	ADJ
cet-15017	35	43	timing	timing	NOUN
cet-15017	35	44	requires	require	VERB
cet-15017	35	45	a	a	DET
cet-15017	35	46	comprehensive	comprehensive	ADJ
cet-15017	35	47	mathematical	mathematical	ADJ
cet-15017	35	48	model	model	NOUN
cet-15017	35	49	,	,	PUNCT
cet-15017	35	50	which	which	PRON
cet-15017	35	51	allows	allow	VERB
cet-15017	35	52	account	account	NOUN
cet-15017	35	53	for	for	ADP
cet-15017	35	54	a	a	DET
cet-15017	35	55	thorough	thorough	ADJ
cet-15017	35	56	assessment	assessment	NOUN
cet-15017	35	57	of	of	ADP
cet-15017	35	58	investment	investment	NOUN
cet-15017	35	59	required	require	VERB
cet-15017	35	60	with	with	ADP
cet-15017	35	61	optimal	optimal	ADJ
cet-15017	35	62	payback	payback	NOUN
cet-15017	35	63	periods	period	NOUN
cet-15017	35	64	.	.	PUNCT
cet-15017	36	1	the	the	DET
cet-15017	36	2	proposed	propose	VERB
cet-15017	36	3	strategy	strategy	NOUN
cet-15017	36	4	is	be	AUX
cet-15017	36	5	founded	found	VERB
cet-15017	36	6	on	on	ADP
cet-15017	36	7	the	the	DET
cet-15017	36	8	concurrent	concurrent	ADJ
cet-15017	36	9	examination	examination	NOUN
cet-15017	36	10	of	of	ADP
cet-15017	36	11	the	the	DET
cet-15017	36	12	renovations	renovation	NOUN
cet-15017	36	13	from	from	ADP
cet-15017	36	14	the	the	DET
cet-15017	36	15	perspectives	perspective	NOUN
cet-15017	36	16	of	of	ADP
cet-15017	36	17	economics	economic	NOUN
cet-15017	36	18	,	,	PUNCT
cet-15017	36	19	environment	environment	NOUN
cet-15017	36	20	,	,	PUNCT
cet-15017	36	21	and	and	CCONJ
cet-15017	36	22	energy	energy	NOUN
cet-15017	36	23	.	.	PUNCT
cet-15017	37	1	the	the	DET
cet-15017	37	2	proper	proper	ADJ
cet-15017	37	3	estimation	estimation	NOUN
cet-15017	37	4	of	of	ADP
cet-15017	37	5	the	the	DET
cet-15017	37	6	optimal	optimal	ADJ
cet-15017	37	7	combinations	combination	NOUN
cet-15017	37	8	of	of	ADP
cet-15017	37	9	refurbishment	refurbishment	ADJ
cet-15017	37	10	actions	action	NOUN
cet-15017	37	11	for	for	ADP
cet-15017	37	12	building	build	VERB
cet-15017	37	13	energy	energy	NOUN
cet-15017	37	14	systems	system	NOUN
cet-15017	37	15	according	accord	VERB
cet-15017	37	16	to	to	ADP
cet-15017	37	17	their	their	PRON
cet-15017	37	18	efficiency	efficiency	NOUN
cet-15017	37	19	needs	need	VERB
cet-15017	37	20	comprehensive	comprehensive	ADJ
cet-15017	37	21	mathematical	mathematical	ADJ
cet-15017	37	22	modelling	modelling	NOUN
cet-15017	37	23	.	.	PUNCT
cet-15017	38	1	the	the	DET
cet-15017	38	2	methodology	methodology	NOUN
cet-15017	38	3	of	of	ADP
cet-15017	38	4	the	the	DET
cet-15017	38	5	proposed	propose	VERB
cet-15017	38	6	approach	approach	NOUN
cet-15017	38	7	is	be	AUX
cet-15017	38	8	summarised	summarise	VERB
cet-15017	38	9	in	in	ADP
cet-15017	38	10	figure	figure	NOUN
cet-15017	38	11	1	1	NUM
cet-15017	38	12	.	.	PUNCT
cet-15017	39	1	it	it	PRON
cet-15017	39	2	is	be	AUX
cet-15017	39	3	based	base	VERB
cet-15017	39	4	on	on	ADP
cet-15017	39	5	the	the	DET
cet-15017	39	6	estimation	estimation	NOUN
cet-15017	39	7	of	of	ADP
cet-15017	39	8	the	the	DET
cet-15017	39	9	initial	initial	ADJ
cet-15017	39	10	condition	condition	NOUN
cet-15017	39	11	of	of	ADP
cet-15017	39	12	the	the	DET
cet-15017	39	13	building	building	NOUN
cet-15017	39	14	’s	’s	PART
cet-15017	39	15	energy	energy	NOUN
cet-15017	39	16	system	system	NOUN
cet-15017	39	17	performed	perform	VERB
cet-15017	39	18	by	by	ADP
cet-15017	39	19	the	the	DET
cet-15017	39	20	energy	energy	NOUN
cet-15017	39	21	audit	audit	NOUN
cet-15017	39	22	.	.	PUNCT
cet-15017	40	1	the	the	DET
cet-15017	40	2	proposed	propose	VERB
cet-15017	40	3	energy	energy	NOUN
cet-15017	40	4	retrofit	retrofit	NOUN
cet-15017	40	5	measures	measure	NOUN
cet-15017	40	6	are	be	AUX
cet-15017	40	7	divided	divide	VERB
cet-15017	40	8	into	into	ADP
cet-15017	40	9	three	three	NUM
cet-15017	40	10	groups	group	NOUN
cet-15017	40	11	.	.	PUNCT
cet-15017	41	1	the	the	DET
cet-15017	41	2	actions	action	NOUN
cet-15017	41	3	which	which	PRON
cet-15017	41	4	can	can	AUX
cet-15017	41	5	be	be	AUX
cet-15017	41	6	done	do	VERB
cet-15017	41	7	for	for	ADP
cet-15017	41	8	thermal	thermal	ADJ
cet-15017	41	9	modernisation	modernisation	NOUN
cet-15017	41	10	of	of	ADP
cet-15017	41	11	the	the	DET
cet-15017	41	12	building	building	NOUN
cet-15017	41	13	envelope	envelope	NOUN
cet-15017	41	14	,	,	PUNCT
cet-15017	41	15	such	such	ADJ
cet-15017	41	16	as	as	ADP
cet-15017	41	17	insulation	insulation	NOUN
cet-15017	41	18	of	of	ADP
cet-15017	41	19	the	the	DET
cet-15017	41	20	envelope	envelope	NOUN
cet-15017	41	21	walls	wall	NOUN
cet-15017	41	22	,	,	PUNCT
cet-15017	41	23	roof	roof	NOUN
cet-15017	41	24	and	and	CCONJ
cet-15017	41	25	windows	window	NOUN
cet-15017	41	26	,	,	PUNCT
cet-15017	41	27	and	and	CCONJ
cet-15017	41	28	improvement	improvement	NOUN
cet-15017	41	29	of	of	ADP
cet-15017	41	30	the	the	DET
cet-15017	41	31	ventilation	ventilation	NOUN
cet-15017	41	32	system	system	NOUN
cet-15017	41	33	,	,	PUNCT
cet-15017	41	34	are	be	AUX
cet-15017	41	35	included	include	VERB
cet-15017	41	36	in	in	ADP
cet-15017	41	37	the	the	DET
cet-15017	41	38	1st	1st	ADJ
cet-15017	41	39	group	group	NOUN
cet-15017	41	40	.	.	PUNCT
cet-15017	42	1	the	the	DET
cet-15017	42	2	control	control	NOUN
cet-15017	42	3	system	system	NOUN
cet-15017	42	4	of	of	ADP
cet-15017	42	5	climatic	climatic	ADJ
cet-15017	42	6	conditions	condition	NOUN
cet-15017	42	7	in	in	ADP
cet-15017	42	8	the	the	DET
cet-15017	42	9	rooms	room	NOUN
cet-15017	42	10	and	and	CCONJ
cet-15017	42	11	the	the	DET
cet-15017	42	12	improvement	improvement	NOUN
cet-15017	42	13	of	of	ADP
cet-15017	42	14	the	the	DET
cet-15017	42	15	insulation	insulation	NOUN
cet-15017	42	16	of	of	ADP
cet-15017	42	17	all	all	DET
cet-15017	42	18	the	the	DET
cet-15017	42	19	connection	connection	NOUN
cet-15017	42	20	tubes	tube	NOUN
cet-15017	42	21	are	be	AUX
cet-15017	42	22	in	in	ADP
cet-15017	42	23	the	the	DET
cet-15017	42	24	2nd	2nd	ADJ
cet-15017	42	25	group	group	NOUN
cet-15017	42	26	.	.	PUNCT
cet-15017	43	1	the	the	DET
cet-15017	43	2	changes	change	NOUN
cet-15017	43	3	in	in	ADP
cet-15017	43	4	the	the	DET
cet-15017	43	5	heating	heating	NOUN
cet-15017	43	6	subsystems	subsystem	NOUN
cet-15017	43	7	and	and	CCONJ
cet-15017	43	8	implementation	implementation	NOUN
cet-15017	43	9	of	of	ADP
cet-15017	43	10	renewable	renewable	ADJ
cet-15017	43	11	energy	energy	NOUN
cet-15017	43	12	sources	source	NOUN
cet-15017	43	13	and	and	CCONJ
cet-15017	43	14	heat	heat	NOUN
cet-15017	43	15	pumps	pump	NOUN
cet-15017	43	16	are	be	AUX
cet-15017	43	17	related	relate	VERB
cet-15017	43	18	to	to	ADP
cet-15017	43	19	the	the	DET
cet-15017	43	20	3rd	3rd	ADJ
cet-15017	43	21	group	group	NOUN
cet-15017	43	22	.	.	PUNCT
cet-15017	44	1	during	during	ADP
cet-15017	44	2	the	the	DET
cet-15017	44	3	modelling	modelling	NOUN
cet-15017	44	4	,	,	PUNCT
cet-15017	44	5	the	the	DET
cet-15017	44	6	highest	high	ADJ
cet-15017	44	7	priority	priority	NOUN
cet-15017	44	8	is	be	AUX
cet-15017	44	9	allocated	allocate	VERB
cet-15017	44	10	to	to	ADP
cet-15017	44	11	the	the	DET
cet-15017	44	12	1st	1st	ADJ
cet-15017	44	13	group	group	NOUN
cet-15017	44	14	of	of	ADP
cet-15017	44	15	actions	action	NOUN
cet-15017	44	16	,	,	PUNCT
cet-15017	44	17	then	then	ADV
cet-15017	44	18	2nd	2nd	NOUN
cet-15017	44	19	and	and	CCONJ
cet-15017	44	20	3rd	3rd	NOUN
cet-15017	44	21	,	,	PUNCT
cet-15017	44	22	which	which	PRON
cet-15017	44	23	allocates	allocate	VERB
cet-15017	44	24	the	the	DET
cet-15017	44	25	sequence	sequence	NOUN
cet-15017	44	26	of	of	ADP
cet-15017	44	27	the	the	DET
cet-15017	44	28	retrofit	retrofit	NOUN
cet-15017	44	29	measures	measure	NOUN
cet-15017	44	30	in	in	ADP
cet-15017	44	31	time	time	NOUN
cet-15017	44	32	.	.	PUNCT
cet-15017	45	1	these	these	DET
cet-15017	45	2	priorities	priority	NOUN
cet-15017	45	3	will	will	AUX
cet-15017	45	4	provide	provide	VERB
cet-15017	45	5	a	a	DET
cet-15017	45	6	systematic	systematic	ADJ
cet-15017	45	7	order	order	NOUN
cet-15017	45	8	of	of	ADP
cet-15017	45	9	actions	action	NOUN
cet-15017	45	10	for	for	ADP
cet-15017	45	11	the	the	DET
cet-15017	45	12	modernisation	modernisation	NOUN
cet-15017	45	13	of	of	ADP
cet-15017	45	14	the	the	DET
cet-15017	45	15	building	building	NOUN
cet-15017	45	16	.	.	PUNCT
cet-15017	46	1	the	the	DET
cet-15017	46	2	first	first	ADJ
cet-15017	46	3	step	step	NOUN
cet-15017	46	4	will	will	AUX
cet-15017	46	5	be	be	AUX
cet-15017	46	6	to	to	PART
cet-15017	46	7	renovate	renovate	VERB
cet-15017	46	8	the	the	DET
cet-15017	46	9	enclosing	enclosing	NOUN
cet-15017	46	10	structures	structure	NOUN
cet-15017	46	11	,	,	PUNCT
cet-15017	46	12	followed	follow	VERB
cet-15017	46	13	by	by	ADP
cet-15017	46	14	assessing	assess	VERB
cet-15017	46	15	the	the	DET
cet-15017	46	16	subsequent	subsequent	ADJ
cet-15017	46	17	steps	step	NOUN
cet-15017	46	18	for	for	ADP
cet-15017	46	19	reducing	reduce	VERB
cet-15017	46	20	heat	heat	NOUN
cet-15017	46	21	consumption	consumption	NOUN
cet-15017	46	22	in	in	ADP
cet-15017	46	23	the	the	DET
cet-15017	46	24	building	building	NOUN
cet-15017	46	25	while	while	SCONJ
cet-15017	46	26	avoiding	avoid	VERB
cet-15017	46	27	unnecessary	unnecessary	ADJ
cet-15017	46	28	expenses	expense	NOUN
cet-15017	46	29	.	.	PUNCT
cet-15017	47	1	based	base	VERB
cet-15017	47	2	on	on	ADP
cet-15017	47	3	the	the	DET
cet-15017	47	4	existing	exist	VERB
cet-15017	47	5	state	state	NOUN
cet-15017	47	6	of	of	ADP
cet-15017	47	7	the	the	DET
cet-15017	47	8	building	building	NOUN
cet-15017	47	9	,	,	PUNCT
cet-15017	47	10	its	its	PRON
cet-15017	47	11	thermal	thermal	ADJ
cet-15017	47	12	energy	energy	NOUN
cet-15017	47	13	performance	performance	NOUN
cet-15017	47	14	∆𝑞0	∆𝑞0	PROPN
cet-15017	47	15	is	be	AUX
cet-15017	47	16	estimated	estimate	VERB
cet-15017	47	17	.	.	PUNCT
cet-15017	48	1	for	for	ADP
cet-15017	48	2	each	each	DET
cet-15017	48	3	retrofit	retrofit	NOUN
cet-15017	48	4	measure	measure	NOUN
cet-15017	48	5	proposed	propose	VERB
cet-15017	48	6	for	for	ADP
cet-15017	48	7	the	the	DET
cet-15017	48	8	observed	observed	ADJ
cet-15017	48	9	building	building	NOUN
cet-15017	48	10	,	,	PUNCT
cet-15017	48	11	three	three	NUM
cet-15017	48	12	performance	performance	NOUN
cet-15017	48	13	indicators	indicator	NOUN
cet-15017	48	14	are	be	AUX
cet-15017	48	15	estimated	estimate	VERB
cet-15017	48	16	(	(	PUNCT
cet-15017	48	17	polyvianchuk	polyvianchuk	NOUN
cet-15017	48	18	et	et	PROPN
cet-15017	48	19	al	al	PROPN
cet-15017	48	20	.	.	PROPN
cet-15017	48	21	,	,	PUNCT
cet-15017	48	22	2020	2020	NUM
cet-15017	48	23	)	)	PUNCT
cet-15017	48	24	.	.	PUNCT
cet-15017	49	1	the	the	DET
cet-15017	49	2	energy	energy	NOUN
cet-15017	49	3	performance	performance	NOUN
cet-15017	49	4	indicator	indicator	NOUN
cet-15017	49	5	𝐸𝑃𝐼1	𝐸𝑃𝐼1	NOUN
cet-15017	49	6	is	be	AUX
cet-15017	49	7	defined	define	VERB
cet-15017	49	8	as	as	ADP
cet-15017	49	9	the	the	DET
cet-15017	49	10	ratio	ratio	NOUN
cet-15017	49	11	between	between	ADP
cet-15017	49	12	current	current	ADJ
cet-15017	49	13	energy	energy	NOUN
cet-15017	49	14	consumption	consumption	NOUN
cet-15017	49	15	and	and	CCONJ
cet-15017	49	16	the	the	DET
cet-15017	49	17	value	value	NOUN
cet-15017	49	18	after	after	ADP
cet-15017	49	19	implementing	implement	VERB
cet-15017	49	20	the	the	DET
cet-15017	49	21	retrofit	retrofit	NOUN
cet-15017	49	22	action	action	NOUN
cet-15017	49	23	∆	∆	PROPN
cet-15017	49	24	�	�	PROPN
cet-15017	49	25	̅	̅	NOUN
cet-15017	49	26	�	�	NOUN
cet-15017	49	27	.	.	PUNCT
cet-15017	50	1	the	the	DET
cet-15017	50	2	cumulative	cumulative	ADJ
cet-15017	50	3	𝐸𝑃𝐼1	𝐸𝑃𝐼1	NOUN
cet-15017	50	4	value	value	NOUN
cet-15017	50	5	includes	include	VERB
cet-15017	50	6	the	the	DET
cet-15017	50	7	energy	energy	NOUN
cet-15017	50	8	savings	saving	NOUN
cet-15017	50	9	resulting	result	VERB
cet-15017	50	10	from	from	ADP
cet-15017	50	11	the	the	DET
cet-15017	50	12	modernisation	modernisation	NOUN
cet-15017	50	13	of	of	ADP
cet-15017	50	14	the	the	DET
cet-15017	50	15	building	building	NOUN
cet-15017	50	16	construction	construction	NOUN
cet-15017	50	17	𝑞𝑐𝑜𝑛𝑠	𝑞𝑐𝑜𝑛𝑠	NOUN
cet-15017	50	18	and	and	CCONJ
cet-15017	50	19	fuel	fuel	NOUN
cet-15017	50	20	consumption	consumption	NOUN
cet-15017	50	21	𝑉𝑓𝑢𝑒𝑙	𝑉𝑓𝑢𝑒𝑙	PROPN
cet-15017	50	22	.	.	PUNCT
cet-15017	51	1	the	the	DET
cet-15017	51	2	environmental	environmental	ADJ
cet-15017	51	3	performance	performance	NOUN
cet-15017	51	4	indicator	indicator	NOUN
cet-15017	51	5	𝐸𝑃𝐼2	𝐸𝑃𝐼2	PROPN
cet-15017	51	6	is	be	AUX
cet-15017	51	7	determined	determine	VERB
cet-15017	51	8	based	base	VERB
cet-15017	51	9	on	on	ADP
cet-15017	51	10	the	the	DET
cet-15017	51	11	quantity	quantity	NOUN
cet-15017	51	12	of	of	ADP
cet-15017	51	13	carbon	carbon	NOUN
cet-15017	51	14	dioxide	dioxide	NOUN
cet-15017	51	15	emissions	emission	NOUN
cet-15017	51	16	𝑚𝐶𝑂2	𝑚𝐶𝑂2	NOUN
cet-15017	51	17	,	,	PUNCT
cet-15017	51	18	kg	kg	PROPN
cet-15017	51	19	and	and	CCONJ
cet-15017	51	20	the	the	DET
cet-15017	51	21	reduced	reduced	ADJ
cet-15017	51	22	level	level	NOUN
cet-15017	51	23	of	of	ADP
cet-15017	51	24	pollution	pollution	NOUN
cet-15017	51	25	due	due	ADP
cet-15017	51	26	to	to	ADP
cet-15017	51	27	innovative	innovative	ADJ
cet-15017	51	28	measure	measure	NOUN
cet-15017	51	29	∆𝑚𝐶𝑂2	∆𝑚𝐶𝑂2	VERB
cet-15017	51	30	.	.	PUNCT
cet-15017	52	1	the	the	DET
cet-15017	52	2	economic	economic	ADJ
cet-15017	52	3	performance	performance	NOUN
cet-15017	52	4	indicator	indicator	NOUN
cet-15017	52	5	𝐸𝑃𝐼3	𝐸𝑃𝐼3	PROPN
cet-15017	52	6	is	be	AUX
cet-15017	52	7	derived	derive	VERB
cet-15017	52	8	from	from	ADP
cet-15017	52	9	the	the	DET
cet-15017	52	10	investment	investment	NOUN
cet-15017	52	11	funds	fund	NOUN
cet-15017	52	12	available	available	ADJ
cet-15017	52	13	,	,	PUNCT
cet-15017	52	14	denoted	denote	VERB
cet-15017	52	15	as	as	ADP
cet-15017	52	16	𝐶𝑖𝑛	𝐶𝑖𝑛	PROPN
cet-15017	52	17	,	,	PUNCT
cet-15017	52	18	and	and	CCONJ
cet-15017	52	19	the	the	DET
cet-15017	52	20	calculation	calculation	NOUN
cet-15017	52	21	of	of	ADP
cet-15017	52	22	potential	potential	ADJ
cet-15017	52	23	cost	cost	NOUN
cet-15017	52	24	savings	saving	NOUN
cet-15017	52	25	,	,	PUNCT
cet-15017	52	26	represented	represent	VERB
cet-15017	52	27	as	as	ADP
cet-15017	52	28	∆c	∆c	PROPN
cet-15017	52	29	,	,	PUNCT
cet-15017	52	30	throughout	throughout	ADP
cet-15017	52	31	a	a	DET
cet-15017	52	32	single	single	ADJ
cet-15017	52	33	innovation	innovation	NOUN
cet-15017	52	34	period	period	NOUN
cet-15017	52	35	and	and	CCONJ
cet-15017	52	36	in	in	ADP
cet-15017	52	37	total	total	NOUN
cet-15017	52	38	,	,	PUNCT
cet-15017	52	39	denoted	denote	VERB
cet-15017	52	40	as	as	ADP
cet-15017	52	41	∆𝑐.	∆𝑐.	PROPN
cet-15017	52	42	the	the	DET
cet-15017	52	43	priority	priority	NOUN
cet-15017	52	44	of	of	ADP
cet-15017	52	45	the	the	DET
cet-15017	52	46	performance	performance	NOUN
cet-15017	52	47	indicators	indicator	NOUN
cet-15017	52	48	during	during	ADP
cet-15017	52	49	the	the	DET
cet-15017	52	50	optimisation	optimisation	NOUN
cet-15017	52	51	are	be	AUX
cet-15017	52	52	set	set	VERB
cet-15017	52	53	as	as	ADP
cet-15017	52	54	weight	weight	NOUN
cet-15017	52	55	coefficients	coefficient	NOUN
cet-15017	52	56	when	when	SCONJ
cet-15017	52	57	applying	apply	VERB
cet-15017	52	58	multi	multi	ADJ
cet-15017	52	59	-	-	ADJ
cet-15017	52	60	objective	objective	ADJ
cet-15017	52	61	optimisation	optimisation	NOUN
cet-15017	52	62	(	(	PUNCT
cet-15017	52	63	polyvianchuk	polyvianchuk	NOUN
cet-15017	52	64	et	et	PROPN
cet-15017	52	65	al	al	PROPN
cet-15017	52	66	.	.	PROPN
cet-15017	52	67	,	,	PUNCT
cet-15017	52	68	2023a	2023a	NUM
cet-15017	52	69	)	)	PUNCT
cet-15017	52	70	.	.	PUNCT
cet-15017	53	1	the	the	DET
cet-15017	53	2	primary	primary	ADJ
cet-15017	53	3	objective	objective	NOUN
cet-15017	53	4	of	of	ADP
cet-15017	53	5	the	the	DET
cet-15017	53	6	present	present	ADJ
cet-15017	53	7	study	study	NOUN
cet-15017	53	8	is	be	AUX
cet-15017	53	9	to	to	PART
cet-15017	53	10	determine	determine	VERB
cet-15017	53	11	the	the	DET
cet-15017	53	12	optimal	optimal	ADJ
cet-15017	53	13	allocation	allocation	NOUN
cet-15017	53	14	of	of	ADP
cet-15017	53	15	investment	investment	NOUN
cet-15017	53	16	capital	capital	NOUN
cet-15017	53	17	over	over	ADP
cet-15017	53	18	time	time	NOUN
cet-15017	53	19	.	.	PUNCT
cet-15017	54	1	to	to	PART
cet-15017	54	2	determine	determine	VERB
cet-15017	54	3	the	the	DET
cet-15017	54	4	optimal	optimal	ADJ
cet-15017	54	5	multi	multi	ADJ
cet-15017	54	6	-	-	ADJ
cet-15017	54	7	period	period	ADJ
cet-15017	54	8	investment	investment	NOUN
cet-15017	54	9	function	function	NOUN
cet-15017	54	10	,	,	PUNCT
cet-15017	54	11	it	it	PRON
cet-15017	54	12	is	be	AUX
cet-15017	54	13	necessary	necessary	ADJ
cet-15017	54	14	to	to	PART
cet-15017	54	15	estimate	estimate	VERB
cet-15017	54	16	the	the	DET
cet-15017	54	17	total	total	ADJ
cet-15017	54	18	investment	investment	NOUN
cet-15017	54	19	costs	cost	NOUN
cet-15017	54	20	throughout	throughout	ADP
cet-15017	54	21	time	time	NOUN
cet-15017	54	22	,	,	PUNCT
cet-15017	54	23	𝐹ς−ін(𝑇	𝐹ς−ін(𝑇	PROPN
cet-15017	54	24	)	)	PUNCT
cet-15017	54	25	.	.	PUNCT
cet-15017	55	1	these	these	DET
cet-15017	55	2	expenses	expense	NOUN
cet-15017	55	3	include	include	VERB
cet-15017	55	4	the	the	DET
cet-15017	55	5	expenses	expense	NOUN
cet-15017	55	6	generated	generate	VERB
cet-15017	55	7	from	from	ADP
cet-15017	55	8	completed	complete	VERB
cet-15017	55	9	retrofit	retrofit	NOUN
cet-15017	55	10	measures	measure	NOUN
cet-15017	55	11	,	,	PUNCT
cet-15017	55	12	𝐹𝑓−ін(𝑇	𝐹𝑓−ін(𝑇	PROPN
cet-15017	55	13	)	)	PUNCT
cet-15017	55	14	,	,	PUNCT
cet-15017	55	15	as	as	ADV
cet-15017	55	16	well	well	ADV
cet-15017	55	17	as	as	ADP
cet-15017	55	18	the	the	DET
cet-15017	55	19	running	running	NOUN
cet-15017	55	20	costs	cost	NOUN
cet-15017	55	21	associated	associate	VERB
cet-15017	55	22	with	with	ADP
cet-15017	55	23	unfinished	unfinished	ADJ
cet-15017	55	24	measures	measure	NOUN
cet-15017	55	25	,	,	PUNCT
cet-15017	55	26	which	which	PRON
cet-15017	55	27	will	will	AUX
cet-15017	55	28	be	be	AUX
cet-15017	55	29	implemented	implement	VERB
cet-15017	55	30	later	later	ADV
cet-15017	55	31	,	,	PUNCT
cet-15017	55	32	𝐹т−ін(𝑇	𝐹т−ін(𝑇	PROPN
cet-15017	55	33	)	)	PUNCT
cet-15017	55	34	.	.	PUNCT
cet-15017	56	1	the	the	DET
cet-15017	56	2	relationship	relationship	NOUN
cet-15017	56	3	between	between	ADP
cet-15017	56	4	the	the	DET
cet-15017	56	5	costs	cost	NOUN
cet-15017	56	6	is	be	AUX
cet-15017	56	7	depicted	depict	VERB
cet-15017	56	8	as	as	SCONJ
cet-15017	56	9	follows	follow	VERB
cet-15017	56	10	:	:	PUNCT
cet-15017	56	11	𝐹𝛴−ін(𝑇	𝐹𝛴−ін(𝑇	PUNCT
cet-15017	56	12	)	)	PUNCT
cet-15017	56	13	=	=	SYM
cet-15017	56	14	𝐹𝑓−ін(𝑇	𝐹𝑓−ін(𝑇	X
cet-15017	56	15	)	)	PUNCT
cet-15017	57	1	+	+	X
cet-15017	57	2	𝐹т−ін(𝑇	𝐹т−ін(𝑇	NUM
cet-15017	57	3	)	)	PUNCT
cet-15017	57	4	(	(	PUNCT
cet-15017	57	5	1	1	X
cet-15017	57	6	)	)	PUNCT
cet-15017	57	7	668	668	NUM
cet-15017	57	8	the	the	DET
cet-15017	57	9	revenue	revenue	NOUN
cet-15017	57	10	of	of	ADP
cet-15017	57	11	completed	complete	VERB
cet-15017	57	12	measures	measure	NOUN
cet-15017	57	13	is	be	AUX
cet-15017	57	14	estimated	estimate	VERB
cet-15017	57	15	based	base	VERB
cet-15017	57	16	on	on	ADP
cet-15017	57	17	the	the	DET
cet-15017	57	18	overall	overall	ADJ
cet-15017	57	19	possible	possible	ADJ
cet-15017	57	20	pay	pay	VERB
cet-15017	57	21	-	-	PUNCT
cet-15017	57	22	back	back	NOUN
cet-15017	57	23	cost	cost	NOUN
cet-15017	57	24	and	and	CCONJ
cet-15017	57	25	is	be	AUX
cet-15017	57	26	determined	determine	VERB
cet-15017	57	27	as	as	ADP
cet-15017	57	28	the	the	DET
cet-15017	57	29	difference	difference	NOUN
cet-15017	57	30	between	between	ADP
cet-15017	57	31	the	the	DET
cet-15017	57	32	total	total	ADJ
cet-15017	57	33	amount	amount	NOUN
cet-15017	57	34	of	of	ADP
cet-15017	57	35	the	the	DET
cet-15017	57	36	resources	resource	NOUN
cet-15017	57	37	needed	need	VERB
cet-15017	57	38	𝐹𝑓−σ(𝑇	𝐹𝑓−σ(𝑇	ADV
cet-15017	57	39	)	)	PUNCT
cet-15017	57	40	and	and	CCONJ
cet-15017	57	41	operating	operating	NOUN
cet-15017	57	42	costs	cost	NOUN
cet-15017	57	43	for	for	ADP
cet-15017	57	44	the	the	DET
cet-15017	57	45	energy	energy	NOUN
cet-15017	57	46	building	building	NOUN
cet-15017	57	47	system	system	NOUN
cet-15017	57	48	when	when	SCONJ
cet-15017	57	49	part	part	NOUN
cet-15017	57	50	of	of	ADP
cet-15017	57	51	the	the	DET
cet-15017	57	52	planned	plan	VERB
cet-15017	57	53	retrofit	retrofit	NOUN
cet-15017	57	54	measures	measure	NOUN
cet-15017	57	55	were	be	AUX
cet-15017	57	56	not	not	PART
cet-15017	57	57	done	do	VERB
cet-15017	57	58	yet	yet	ADV
cet-15017	57	59	𝐹(𝑓−e)(𝑇	𝐹(𝑓−e)(𝑇	NUM
cet-15017	57	60	):	):	PUNCT
cet-15017	57	61	𝐹𝑓−ін(𝑇	𝐹𝑓−ін(𝑇	X
cet-15017	57	62	)	)	PUNCT
cet-15017	57	63	=	=	SYM
cet-15017	57	64	𝐹𝑓−𝛴(𝑇	𝐹𝑓−𝛴(𝑇	X
cet-15017	57	65	)	)	PUNCT
cet-15017	57	66	−	−	NUM
cet-15017	57	67	𝐹(𝑓−е)(𝑇	𝐹(𝑓−е)(𝑇	NUM
cet-15017	57	68	)	)	PUNCT
cet-15017	57	69	(	(	PUNCT
cet-15017	57	70	2	2	X
cet-15017	57	71	)	)	PUNCT
cet-15017	57	72	the	the	DET
cet-15017	57	73	total	total	ADJ
cet-15017	57	74	amount	amount	NOUN
cet-15017	57	75	of	of	ADP
cet-15017	57	76	required	require	VERB
cet-15017	57	77	investment	investment	NOUN
cet-15017	57	78	𝐹𝑓−ін(𝑇	𝐹𝑓−ін(𝑇	NOUN
cet-15017	57	79	)	)	PUNCT
cet-15017	57	80	for	for	ADP
cet-15017	57	81	the	the	DET
cet-15017	57	82	multi	multi	ADJ
cet-15017	57	83	-	-	ADJ
cet-15017	57	84	period	period	NOUN
cet-15017	57	85	retrofitting	retrofitting	NOUN
cet-15017	57	86	will	will	AUX
cet-15017	57	87	allow	allow	VERB
cet-15017	57	88	to	to	PART
cet-15017	57	89	maximise	maximise	VERB
cet-15017	57	90	the	the	DET
cet-15017	57	91	investment	investment	NOUN
cet-15017	57	92	cost	cost	NOUN
cet-15017	57	93	𝐹𝑓−σ(𝑇	𝐹𝑓−σ(𝑇	ADJ
cet-15017	57	94	)	)	PUNCT
cet-15017	57	95	through	through	ADP
cet-15017	57	96	the	the	DET
cet-15017	57	97	introduced	introduce	VERB
cet-15017	57	98	financial	financial	ADJ
cet-15017	57	99	effect	effect	NOUN
cet-15017	57	100	of	of	ADP
cet-15017	57	101	the	the	DET
cet-15017	57	102	multi	multi	ADJ
cet-15017	57	103	-	-	ADJ
cet-15017	57	104	period	period	NOUN
cet-15017	57	105	investment	investment	NOUN
cet-15017	57	106	∆𝐹𝛴	∆𝐹𝛴	PROPN
cet-15017	57	107	defined	define	VERB
cet-15017	57	108	as	as	SCONJ
cet-15017	57	109	follows	follow	VERB
cet-15017	57	110	:	:	PUNCT
cet-15017	57	111	∆𝐹𝛴	∆𝐹𝛴	PROPN
cet-15017	57	112	=	=	PUNCT
cet-15017	57	113	∆𝐹ін	∆𝐹ін	PROPN
cet-15017	57	114	−	−	PROPN
cet-15017	57	115	∆𝐹(−е	∆𝐹(−е	NOUN
cet-15017	57	116	)	)	PUNCT
cet-15017	57	117	(	(	PUNCT
cet-15017	57	118	3	3	X
cet-15017	57	119	)	)	PUNCT
cet-15017	57	120	where	where	SCONJ
cet-15017	57	121	∆𝐹ін	∆𝐹ін	PROPN
cet-15017	57	122	is	be	AUX
cet-15017	57	123	the	the	DET
cet-15017	57	124	reduction	reduction	NOUN
cet-15017	57	125	in	in	ADP
cet-15017	57	126	investment	investment	NOUN
cet-15017	57	127	due	due	ADP
cet-15017	57	128	to	to	ADP
cet-15017	57	129	earlier	early	ADJ
cet-15017	57	130	financing	financing	NOUN
cet-15017	57	131	and	and	CCONJ
cet-15017	57	132	associated	associate	VERB
cet-15017	57	133	pay	pay	NOUN
cet-15017	57	134	-	-	PUNCT
cet-15017	57	135	back	back	NOUN
cet-15017	57	136	revenue	revenue	NOUN
cet-15017	57	137	;	;	PUNCT
cet-15017	57	138	∆𝐹(−е	∆𝐹(−е	NOUN
cet-15017	57	139	)	)	PUNCT
cet-15017	57	140	is	be	AUX
cet-15017	57	141	the	the	DET
cet-15017	57	142	surcharge	surcharge	NOUN
cet-15017	57	143	for	for	ADP
cet-15017	57	144	energy	energy	NOUN
cet-15017	57	145	supply	supply	NOUN
cet-15017	57	146	throughout	throughout	ADP
cet-15017	57	147	the	the	DET
cet-15017	57	148	funding	funding	NOUN
cet-15017	57	149	period	period	NOUN
cet-15017	57	150	𝑇𝐵	𝑇𝐵	PROPN
cet-15017	57	151	,	,	PUNCT
cet-15017	57	152	which	which	PRON
cet-15017	57	153	is	be	AUX
cet-15017	57	154	part	part	NOUN
cet-15017	57	155	of	of	ADP
cet-15017	57	156	the	the	DET
cet-15017	57	157	overall	overall	ADJ
cet-15017	57	158	investment	investment	NOUN
cet-15017	57	159	period	period	NOUN
cet-15017	57	160	.	.	PUNCT
cet-15017	58	1	figure	figure	NOUN
cet-15017	58	2	1	1	NUM
cet-15017	58	3	:	:	PUNCT
cet-15017	58	4	the	the	DET
cet-15017	58	5	flowchart	flowchart	NOUN
cet-15017	58	6	of	of	ADP
cet-15017	58	7	research	research	NOUN
cet-15017	58	8	methodology	methodology	NOUN
cet-15017	58	9	for	for	ADP
cet-15017	58	10	estimation	estimation	NOUN
cet-15017	58	11	of	of	ADP
cet-15017	58	12	the	the	DET
cet-15017	58	13	optimal	optimal	ADJ
cet-15017	58	14	multi	multi	ADJ
cet-15017	58	15	-	-	ADJ
cet-15017	58	16	period	period	ADJ
cet-15017	58	17	investment	investment	NOUN
cet-15017	58	18	in	in	ADP
cet-15017	58	19	building	build	VERB
cet-15017	58	20	energy	energy	NOUN
cet-15017	58	21	system	system	NOUN
cet-15017	58	22	retrofit	retrofit	NOUN
cet-15017	58	23	for	for	ADP
cet-15017	58	24	the	the	DET
cet-15017	58	25	optimisation	optimisation	NOUN
cet-15017	58	26	of	of	ADP
cet-15017	58	27	the	the	DET
cet-15017	58	28	∆𝐹𝛴	∆𝐹𝛴	PROPN
cet-15017	58	29	function	function	NOUN
cet-15017	58	30	(	(	PUNCT
cet-15017	58	31	eq.(3	eq.(3	NOUN
cet-15017	58	32	)	)	PUNCT
cet-15017	58	33	)	)	PUNCT
cet-15017	58	34	,	,	PUNCT
cet-15017	58	35	the	the	DET
cet-15017	58	36	amount	amount	NOUN
cet-15017	58	37	of	of	ADP
cet-15017	58	38	required	require	VERB
cet-15017	58	39	investment	investment	NOUN
cet-15017	58	40	in	in	ADP
cet-15017	58	41	time	time	NOUN
cet-15017	58	42	𝐹𝑓−𝛴(𝑇	𝐹𝑓−𝛴(𝑇	PROPN
cet-15017	58	43	)	)	PUNCT
cet-15017	58	44	should	should	AUX
cet-15017	58	45	be	be	AUX
cet-15017	58	46	defined	define	VERB
cet-15017	58	47	.	.	PUNCT
cet-15017	59	1	it	it	PRON
cet-15017	59	2	is	be	AUX
cet-15017	59	3	proposed	propose	VERB
cet-15017	59	4	to	to	PART
cet-15017	59	5	determine	determine	VERB
cet-15017	59	6	the	the	DET
cet-15017	59	7	𝐹𝑓−𝛴(𝑇	𝐹𝑓−𝛴(𝑇	NOUN
cet-15017	59	8	)	)	PUNCT
cet-15017	59	9	based	base	VERB
cet-15017	59	10	on	on	ADP
cet-15017	59	11	the	the	DET
cet-15017	59	12	division	division	NOUN
cet-15017	59	13	of	of	ADP
cet-15017	59	14	funding	funding	NOUN
cet-15017	59	15	periods	period	NOUN
cet-15017	59	16	on	on	ADP
cet-15017	59	17	number	number	NOUN
cet-15017	59	18	of	of	ADP
cet-15017	59	19	multiperiods	multiperiod	NOUN
cet-15017	59	20	𝑇𝐵	𝑇𝐵	PROPN
cet-15017	59	21	according	accord	VERB
cet-15017	59	22	to	to	ADP
cet-15017	59	23	:	:	PUNCT
cet-15017	59	24	𝐹𝑓−𝛴(𝑇	𝐹𝑓−𝛴(𝑇	X
cet-15017	59	25	)	)	PUNCT
cet-15017	59	26	=	=	PUNCT
cet-15017	60	1	𝐶𝑒	𝐶𝑒	DET
cet-15017	60	2	𝛴	𝛴	NOUN
cet-15017	60	3	∙	∙	PROPN
cet-15017	60	4	(	(	PUNCT
cet-15017	60	5	𝑇	𝑇	PROPN
cet-15017	60	6	𝑇𝐵	𝑇𝐵	PROPN
cet-15017	60	7	)	)	PUNCT
cet-15017	60	8	𝑎	𝑎	X
cet-15017	60	9	(	(	PUNCT
cet-15017	60	10	4	4	NUM
cet-15017	60	11	)	)	PUNCT
cet-15017	60	12	where	where	SCONJ
cet-15017	60	13	the	the	DET
cet-15017	60	14	unknown	unknown	ADJ
cet-15017	60	15	parameter	parameter	NOUN
cet-15017	60	16	𝑎	𝑎	PRON
cet-15017	60	17	needs	need	NOUN
cet-15017	60	18	to	to	PART
cet-15017	60	19	be	be	AUX
cet-15017	60	20	approximated	approximate	VERB
cet-15017	60	21	throughout	throughout	ADP
cet-15017	60	22	the	the	DET
cet-15017	60	23	optimisation	optimisation	NOUN
cet-15017	60	24	process	process	NOUN
cet-15017	60	25	.	.	PUNCT
cet-15017	61	1	the	the	DET
cet-15017	61	2	number	number	NOUN
cet-15017	61	3	of	of	ADP
cet-15017	61	4	implementation	implementation	NOUN
cet-15017	61	5	periods	period	NOUN
cet-15017	61	6	,	,	PUNCT
cet-15017	61	7	тв	тв	PRON
cet-15017	61	8	should	should	AUX
cet-15017	61	9	be	be	AUX
cet-15017	61	10	optimised	optimise	VERB
cet-15017	61	11	as	as	ADV
cet-15017	61	12	well	well	ADV
cet-15017	61	13	.	.	PUNCT
cet-15017	62	1	the	the	DET
cet-15017	62	2	parameters	parameter	NOUN
cet-15017	62	3	𝑎	𝑎	X
cet-15017	62	4	and	and	CCONJ
cet-15017	62	5	𝑇𝐵.	𝑇𝐵.	NOUN
cet-15017	62	6	in	in	ADP
cet-15017	62	7	the	the	DET
cet-15017	62	8	proposed	propose	VERB
cet-15017	62	9	technique	technique	NOUN
cet-15017	62	10	are	be	AUX
cet-15017	62	11	defined	define	VERB
cet-15017	62	12	based	base	VERB
cet-15017	62	13	on	on	ADP
cet-15017	62	14	discrete	discrete	ADJ
cet-15017	62	15	values	value	NOUN
cet-15017	62	16	in	in	ADP
cet-15017	62	17	the	the	DET
cet-15017	62	18	following	follow	VERB
cet-15017	62	19	ranges	range	NOUN
cet-15017	62	20	:	:	PUNCT
cet-15017	62	21	𝑎	𝑎	NOUN
cet-15017	62	22	=	=	VERB
cet-15017	62	23	0.25	0.25	NUM
cet-15017	62	24	…	…	PUNCT
cet-15017	62	25	1.0	1.0	NUM
cet-15017	62	26	;	;	PUNCT
cet-15017	62	27	𝑎	𝑎	X
cet-15017	62	28	ranges	range	NOUN
cet-15017	62	29	from	from	ADP
cet-15017	62	30	0.25	0.25	NUM
cet-15017	62	31	to	to	ADP
cet-15017	62	32	1.0	1.0	NUM
cet-15017	62	33	,	,	PUNCT
cet-15017	62	34	while	while	SCONJ
cet-15017	62	35	𝑇𝐵	𝑇𝐵	PROPN
cet-15017	62	36	=	=	SYM
cet-15017	62	37	0,1,2	0,1,2	NUM
cet-15017	62	38	,	,	PUNCT
cet-15017	62	39	…	…	PUNCT
cet-15017	62	40	10	10	NUM
cet-15017	62	41	.	.	PUNCT
cet-15017	63	1	when	when	SCONJ
cet-15017	63	2	𝑇𝐵	𝑇𝐵	PROPN
cet-15017	63	3	=	=	SYM
cet-15017	63	4	1	1	NUM
cet-15017	63	5	y	y	NOUN
cet-15017	63	6	,	,	PUNCT
cet-15017	63	7	it	it	PRON
cet-15017	63	8	corresponds	correspond	VERB
cet-15017	63	9	to	to	ADP
cet-15017	63	10	two	two	NUM
cet-15017	63	11	stages	stage	NOUN
cet-15017	63	12	of	of	ADP
cet-15017	63	13	investment	investment	NOUN
cet-15017	63	14	(	(	PUNCT
cet-15017	63	15	initial	initial	ADJ
cet-15017	63	16	and	and	CCONJ
cet-15017	63	17	at	at	ADP
cet-15017	63	18	the	the	DET
cet-15017	63	19	end	end	NOUN
cet-15017	63	20	of	of	ADP
cet-15017	63	21	the	the	DET
cet-15017	63	22	year	year	NOUN
cet-15017	63	23	)	)	PUNCT
cet-15017	63	24	.	.	PUNCT
cet-15017	64	1	the	the	DET
cet-15017	64	2	total	total	ADJ
cet-15017	64	3	investment	investment	NOUN
cet-15017	64	4	required	require	VERB
cet-15017	64	5	for	for	ADP
cet-15017	64	6	retrofitting	retrofit	VERB
cet-15017	64	7	the	the	DET
cet-15017	64	8	building	building	NOUN
cet-15017	64	9	energy	energy	NOUN
cet-15017	64	10	system	system	NOUN
cet-15017	64	11	𝐹(𝑓−е)(𝑇	𝐹(𝑓−е)(𝑇	ADV
cet-15017	64	12	)	)	PUNCT
cet-15017	64	13	is	be	AUX
cet-15017	64	14	defined	define	VERB
cet-15017	64	15	by	by	ADP
cet-15017	64	16	integration	integration	NOUN
cet-15017	64	17	over	over	ADP
cet-15017	64	18	the	the	DET
cet-15017	64	19	time	time	NOUN
cet-15017	64	20	period	period	NOUN
cet-15017	64	21	of	of	ADP
cet-15017	64	22	the	the	DET
cet-15017	64	23	efficiency	efficiency	NOUN
cet-15017	64	24	function	function	NOUN
cet-15017	64	25	of	of	ADP
cet-15017	64	26	capital	capital	NOUN
cet-15017	64	27	investment	investment	NOUN
cet-15017	64	28	𝑓е	𝑓е	NOUN
cet-15017	64	29	2	2	NUM
cet-15017	64	30	,	,	PUNCT
cet-15017	64	31	which	which	PRON
cet-15017	64	32	presents	present	VERB
cet-15017	64	33	the	the	DET
cet-15017	64	34	functional	functional	ADJ
cet-15017	64	35	dependence	dependence	NOUN
cet-15017	64	36	on	on	ADP
cet-15017	64	37	the	the	DET
cet-15017	64	38	financial	financial	ADJ
cet-15017	64	39	resources	resource	NOUN
cet-15017	64	40	allocated	allocate	VERB
cet-15017	64	41	to	to	ADP
cet-15017	64	42	the	the	DET
cet-15017	64	43	retrofitting	retrofitting	NOUN
cet-15017	64	44	over	over	ADP
cet-15017	64	45	time	time	NOUN
cet-15017	64	46	𝐹𝑓−𝛴(𝑇	𝐹𝑓−𝛴(𝑇	NOUN
cet-15017	64	47	):	):	PUNCT
cet-15017	64	48	𝐹(𝑓−е)(𝑇	𝐹(𝑓−е)(𝑇	X
cet-15017	64	49	)	)	PUNCT
cet-15017	65	1	=	=	SYM
cet-15017	65	2	∫	∫	PROPN
cet-15017	65	3	𝑓е	𝑓е	PROPN
cet-15017	65	4	2(𝐹𝑓−𝛴(𝑇))𝑑𝑇	2(𝐹𝑓−𝛴(𝑇))𝑑𝑇	PROPN
cet-15017	65	5	𝑇	𝑇	PROPN
cet-15017	65	6	0	0	NUM
cet-15017	65	7	(	(	PUNCT
cet-15017	65	8	5	5	X
cet-15017	65	9	)	)	PUNCT
cet-15017	65	10	the	the	DET
cet-15017	65	11	expenses	expense	NOUN
cet-15017	65	12	associated	associate	VERB
cet-15017	65	13	with	with	ADP
cet-15017	65	14	compensating	compensate	VERB
cet-15017	65	15	for	for	ADP
cet-15017	65	16	the	the	DET
cet-15017	65	17	non	non	ADJ
cet-15017	65	18	-	-	ADJ
cet-15017	65	19	implemented	implement	VERB
cet-15017	65	20	actions	action	NOUN
cet-15017	65	21	𝐹т−ін(𝑇	𝐹т−ін(𝑇	NOUN
cet-15017	65	22	)	)	PUNCT
cet-15017	65	23	are	be	AUX
cet-15017	65	24	calculated	calculate	VERB
cet-15017	65	25	based	base	VERB
cet-15017	65	26	on	on	ADP
cet-15017	65	27	the	the	DET
cet-15017	65	28	overall	overall	ADJ
cet-15017	65	29	investment	investment	NOUN
cet-15017	65	30	potential	potential	NOUN
cet-15017	65	31	for	for	ADP
cet-15017	65	32	all	all	DET
cet-15017	65	33	proposed	propose	VERB
cet-15017	65	34	retrofit	retrofit	NOUN
cet-15017	65	35	measures	measure	NOUN
cet-15017	65	36	𝑓𝑒	𝑓𝑒	VERB
cet-15017	65	37	𝛴	𝛴	PROPN
cet-15017	65	38	in	in	ADP
cet-15017	65	39	each	each	DET
cet-15017	65	40	time	time	NOUN
cet-15017	65	41	period	period	NOUN
cet-15017	65	42	,	,	PUNCT
cet-15017	65	43	excluding	exclude	VERB
cet-15017	65	44	the	the	DET
cet-15017	65	45	revenue	revenue	NOUN
cet-15017	65	46	saved	save	VERB
cet-15017	65	47	as	as	ADP
cet-15017	65	48	a	a	DET
cet-15017	65	49	result	result	NOUN
cet-15017	65	50	of	of	ADP
cet-15017	65	51	completed	complete	VERB
cet-15017	65	52	modernisation	modernisation	NOUN
cet-15017	65	53	:	:	PUNCT
cet-15017	65	54	𝐹т−ін(𝑇	𝐹т−ін(𝑇	NUM
cet-15017	65	55	)	)	PUNCT
cet-15017	66	1	=	=	PRON
cet-15017	66	2	𝑓е	𝑓е	VERB
cet-15017	66	3	𝛴	𝛴	PROPN
cet-15017	66	4	∙	∙	PROPN
cet-15017	66	5	𝑇	𝑇	PROPN
cet-15017	66	6	−	−	PROPN
cet-15017	66	7	𝐹(𝑓−е)(𝑇	𝐹(𝑓−е)(𝑇	NUM
cet-15017	66	8	)	)	PUNCT
cet-15017	66	9	(	(	PUNCT
cet-15017	66	10	6	6	NUM
cet-15017	66	11	)	)	SYM
cet-15017	66	12	669	669	NUM
cet-15017	66	13	figure	figure	NOUN
cet-15017	66	14	2	2	NUM
cet-15017	66	15	:	:	PUNCT
cet-15017	66	16	the	the	DET
cet-15017	66	17	flowchart	flowchart	NOUN
cet-15017	66	18	of	of	ADP
cet-15017	66	19	the	the	DET
cet-15017	66	20	optimisation	optimisation	NOUN
cet-15017	66	21	algorithm	algorithm	NOUN
cet-15017	66	22	for	for	ADP
cet-15017	66	23	the	the	DET
cet-15017	66	24	optimal	optimal	ADJ
cet-15017	66	25	multi	multi	ADJ
cet-15017	66	26	-	-	ADJ
cet-15017	66	27	period	period	NOUN
cet-15017	66	28	investment	investment	NOUN
cet-15017	66	29	by	by	ADP
cet-15017	66	30	determining	determine	VERB
cet-15017	66	31	the	the	DET
cet-15017	66	32	maximum	maximum	ADJ
cet-15017	66	33	value	value	NOUN
cet-15017	66	34	of	of	ADP
cet-15017	66	35	the	the	DET
cet-15017	66	36	target	target	NOUN
cet-15017	66	37	function	function	NOUN
cet-15017	66	38	presented	present	VERB
cet-15017	66	39	in	in	ADP
cet-15017	66	40	eq.(3	eq.(3	NOUN
cet-15017	66	41	)	)	PUNCT
cet-15017	66	42	within	within	ADP
cet-15017	66	43	the	the	DET
cet-15017	66	44	specified	specified	ADJ
cet-15017	66	45	range	range	NOUN
cet-15017	66	46	of	of	ADP
cet-15017	66	47	parameters	parameter	NOUN
cet-15017	66	48	𝑎	𝑎	ADP
cet-15017	66	49	and	and	CCONJ
cet-15017	66	50	тв	тв	NOUN
cet-15017	66	51	,	,	PUNCT
cet-15017	66	52	one	one	PRON
cet-15017	66	53	can	can	AUX
cet-15017	66	54	achieve	achieve	VERB
cet-15017	66	55	the	the	DET
cet-15017	66	56	most	most	ADV
cet-15017	66	57	favourable	favourable	ADJ
cet-15017	66	58	allocation	allocation	NOUN
cet-15017	66	59	of	of	ADP
cet-15017	66	60	investment	investment	NOUN
cet-15017	66	61	over	over	ADP
cet-15017	66	62	time	time	NOUN
cet-15017	66	63	for	for	ADP
cet-15017	66	64	the	the	DET
cet-15017	66	65	suggested	suggest	VERB
cet-15017	66	66	retrofit	retrofit	NOUN
cet-15017	66	67	measures	measure	NOUN
cet-15017	66	68	.	.	PUNCT
cet-15017	67	1	the	the	DET
cet-15017	67	2	mathematical	mathematical	ADJ
cet-15017	67	3	model	model	NOUN
cet-15017	67	4	defined	define	VERB
cet-15017	67	5	by	by	ADP
cet-15017	67	6	eqs	eqs	PROPN
cet-15017	67	7	.	.	PUNCT
cet-15017	67	8	(	(	PUNCT
cet-15017	67	9	1)-(6	1)-(6	NUM
cet-15017	67	10	)	)	PUNCT
cet-15017	67	11	was	be	AUX
cet-15017	67	12	realised	realise	VERB
cet-15017	67	13	in	in	ADP
cet-15017	67	14	excel	excel	ADJ
cet-15017	67	15	spreadsheets	spreadsheet	NOUN
cet-15017	67	16	using	use	VERB
cet-15017	67	17	vba	vba	PROPN
cet-15017	67	18	to	to	PART
cet-15017	67	19	accomplish	accomplish	VERB
cet-15017	67	20	the	the	DET
cet-15017	67	21	spreadsheets	spreadsheet	NOUN
cet-15017	67	22	used	use	VERB
cet-15017	67	23	for	for	ADP
cet-15017	67	24	energy	energy	NOUN
cet-15017	67	25	audits	audits	NOUN
cet-15017	67	26	of	of	ADP
cet-15017	67	27	the	the	DET
cet-15017	67	28	buildings	building	NOUN
cet-15017	67	29	.	.	PUNCT
cet-15017	68	1	the	the	DET
cet-15017	68	2	general	general	ADJ
cet-15017	68	3	flowchart	flowchart	NOUN
cet-15017	68	4	of	of	ADP
cet-15017	68	5	the	the	DET
cet-15017	68	6	used	use	VERB
cet-15017	68	7	optimisation	optimisation	NOUN
cet-15017	68	8	method	method	NOUN
cet-15017	68	9	is	be	AUX
cet-15017	68	10	presented	present	VERB
cet-15017	68	11	in	in	ADP
cet-15017	68	12	figure	figure	NOUN
cet-15017	68	13	2	2	NUM
cet-15017	68	14	.	.	PUNCT
cet-15017	69	1	the	the	DET
cet-15017	69	2	proposed	propose	VERB
cet-15017	69	3	approach	approach	NOUN
cet-15017	69	4	can	can	AUX
cet-15017	69	5	be	be	AUX
cet-15017	69	6	used	use	VERB
cet-15017	69	7	for	for	ADP
cet-15017	69	8	the	the	DET
cet-15017	69	9	estimation	estimation	NOUN
cet-15017	69	10	of	of	ADP
cet-15017	69	11	the	the	DET
cet-15017	69	12	optimal	optimal	ADJ
cet-15017	69	13	investment	investment	NOUN
cet-15017	69	14	strategy	strategy	NOUN
cet-15017	69	15	for	for	ADP
cet-15017	69	16	retrofitting	retrofit	VERB
cet-15017	69	17	insufficient	insufficient	ADJ
cet-15017	69	18	energy	energy	NOUN
cet-15017	69	19	systems	system	NOUN
cet-15017	69	20	of	of	ADP
cet-15017	69	21	buildings	building	NOUN
cet-15017	69	22	based	base	VERB
cet-15017	69	23	on	on	ADP
cet-15017	69	24	performance	performance	NOUN
cet-15017	69	25	indicators	indicator	NOUN
cet-15017	69	26	for	for	ADP
cet-15017	69	27	proposed	propose	VERB
cet-15017	69	28	retrofit	retrofit	NOUN
cet-15017	69	29	measures	measure	NOUN
cet-15017	69	30	,	,	PUNCT
cet-15017	69	31	and	and	CCONJ
cet-15017	69	32	its	its	PRON
cet-15017	69	33	application	application	NOUN
cet-15017	69	34	is	be	AUX
cet-15017	69	35	presented	present	VERB
cet-15017	69	36	in	in	ADP
cet-15017	69	37	the	the	DET
cet-15017	69	38	case	case	NOUN
cet-15017	69	39	study	study	NOUN
cet-15017	69	40	.	.	PUNCT
cet-15017	70	1	3	3	X
cet-15017	70	2	.	.	X
cet-15017	70	3	case	case	NOUN
cet-15017	70	4	study	study	VERB
cet-15017	70	5	the	the	DET
cet-15017	70	6	building	building	NOUN
cet-15017	70	7	of	of	ADP
cet-15017	70	8	the	the	DET
cet-15017	70	9	vinnytsia	vinnytsia	ADJ
cet-15017	70	10	national	national	PROPN
cet-15017	70	11	technical	technical	PROPN
cet-15017	70	12	university	university	PROPN
cet-15017	70	13	,	,	PUNCT
cet-15017	70	14	presented	present	VERB
cet-15017	70	15	in	in	ADP
cet-15017	70	16	figure	figure	NOUN
cet-15017	70	17	3a	3a	NUM
cet-15017	70	18	,	,	PUNCT
cet-15017	70	19	was	be	AUX
cet-15017	70	20	investigated	investigate	VERB
cet-15017	70	21	.	.	PUNCT
cet-15017	71	1	the	the	DET
cet-15017	71	2	building	building	NOUN
cet-15017	71	3	was	be	AUX
cet-15017	71	4	built	build	VERB
cet-15017	71	5	in	in	ADP
cet-15017	71	6	1986	1986	NUM
cet-15017	71	7	and	and	CCONJ
cet-15017	71	8	is	be	AUX
cet-15017	71	9	a	a	DET
cet-15017	71	10	3	3	NUM
cet-15017	71	11	-	-	PUNCT
cet-15017	71	12	story	story	NOUN
cet-15017	71	13	building	building	NOUN
cet-15017	71	14	with	with	ADP
cet-15017	71	15	a	a	DET
cet-15017	71	16	total	total	ADJ
cet-15017	71	17	heated	heated	ADJ
cet-15017	71	18	area	area	NOUN
cet-15017	71	19	equal	equal	ADJ
cet-15017	71	20	to	to	ADP
cet-15017	71	21	2,282.0	2,282.0	NUM
cet-15017	71	22	m2	m2	PROPN
cet-15017	71	23	.	.	PUNCT
cet-15017	72	1	the	the	DET
cet-15017	72	2	building	building	NOUN
cet-15017	72	3	uses	use	VERB
cet-15017	72	4	the	the	DET
cet-15017	72	5	following	follow	VERB
cet-15017	72	6	types	type	NOUN
cet-15017	72	7	of	of	ADP
cet-15017	72	8	fuel	fuel	NOUN
cet-15017	72	9	and	and	CCONJ
cet-15017	72	10	energy	energy	NOUN
cet-15017	72	11	resources	resource	NOUN
cet-15017	72	12	:	:	PUNCT
cet-15017	72	13	thermal	thermal	ADJ
cet-15017	72	14	energy	energy	NOUN
cet-15017	72	15	in	in	ADP
cet-15017	72	16	the	the	DET
cet-15017	72	17	form	form	NOUN
cet-15017	72	18	of	of	ADP
cet-15017	72	19	hot	hot	ADJ
cet-15017	72	20	water	water	NOUN
cet-15017	72	21	for	for	ADP
cet-15017	72	22	heating	heating	NOUN
cet-15017	72	23	needs	need	NOUN
cet-15017	72	24	;	;	PUNCT
cet-15017	72	25	electricity	electricity	NOUN
cet-15017	72	26	is	be	AUX
cet-15017	72	27	used	use	VERB
cet-15017	72	28	to	to	PART
cet-15017	72	29	meet	meet	VERB
cet-15017	72	30	the	the	DET
cet-15017	72	31	needs	need	NOUN
cet-15017	72	32	of	of	ADP
cet-15017	72	33	hot	hot	ADJ
cet-15017	72	34	water	water	NOUN
cet-15017	72	35	supply	supply	NOUN
cet-15017	72	36	and	and	CCONJ
cet-15017	72	37	internal	internal	ADJ
cet-15017	72	38	lighting	lighting	NOUN
cet-15017	72	39	.	.	PUNCT
cet-15017	73	1	the	the	DET
cet-15017	73	2	existing	exist	VERB
cet-15017	73	3	heating	heating	NOUN
cet-15017	73	4	system	system	NOUN
cet-15017	73	5	of	of	ADP
cet-15017	73	6	the	the	DET
cet-15017	73	7	building	building	NOUN
cet-15017	73	8	is	be	AUX
cet-15017	73	9	connected	connect	VERB
cet-15017	73	10	to	to	ADP
cet-15017	73	11	the	the	DET
cet-15017	73	12	centralised	centralised	ADJ
cet-15017	73	13	district	district	NOUN
cet-15017	73	14	heating	heating	NOUN
cet-15017	73	15	system	system	NOUN
cet-15017	73	16	operating	operate	VERB
cet-15017	73	17	on	on	ADP
cet-15017	73	18	natural	natural	ADJ
cet-15017	73	19	gas	gas	NOUN
cet-15017	73	20	.	.	PUNCT
cet-15017	74	1	inside	inside	ADP
cet-15017	74	2	the	the	DET
cet-15017	74	3	building	building	NOUN
cet-15017	74	4	,	,	PUNCT
cet-15017	74	5	the	the	DET
cet-15017	74	6	heating	heating	NOUN
cet-15017	74	7	system	system	NOUN
cet-15017	74	8	is	be	AUX
cet-15017	74	9	a	a	DET
cet-15017	74	10	two	two	NUM
cet-15017	74	11	-	-	PUNCT
cet-15017	74	12	pipe	pipe	NOUN
cet-15017	74	13	design	design	NOUN
cet-15017	74	14	with	with	ADP
cet-15017	74	15	a	a	DET
cet-15017	74	16	lower	low	ADJ
cet-15017	74	17	distribution	distribution	NOUN
cet-15017	74	18	of	of	ADP
cet-15017	74	19	the	the	DET
cet-15017	74	20	heat	heat	NOUN
cet-15017	74	21	carrier	carrier	NOUN
cet-15017	74	22	and	and	CCONJ
cet-15017	74	23	is	be	AUX
cet-15017	74	24	equipped	equip	VERB
cet-15017	74	25	with	with	ADP
cet-15017	74	26	iron	iron	NOUN
cet-15017	74	27	sectional	sectional	ADJ
cet-15017	74	28	heating	heating	NOUN
cet-15017	74	29	radiators	radiator	NOUN
cet-15017	74	30	without	without	ADP
cet-15017	74	31	thermostats	thermostat	NOUN
cet-15017	74	32	.	.	PUNCT
cet-15017	75	1	table	table	NOUN
cet-15017	75	2	1	1	NUM
cet-15017	75	3	:	:	PUNCT
cet-15017	75	4	estimation	estimation	NOUN
cet-15017	75	5	of	of	ADP
cet-15017	75	6	the	the	DET
cet-15017	75	7	key	key	ADJ
cet-15017	75	8	performance	performance	NOUN
cet-15017	75	9	indicators	indicator	NOUN
cet-15017	75	10	representing	represent	VERB
cet-15017	75	11	the	the	DET
cet-15017	75	12	effectiveness	effectiveness	NOUN
cet-15017	75	13	of	of	ADP
cet-15017	75	14	the	the	DET
cet-15017	75	15	building	building	NOUN
cet-15017	75	16	𝐸𝑃𝐼1	𝐸𝑃𝐼1	PROPN
cet-15017	75	17	𝐸𝑃𝐼2	𝐸𝑃𝐼2	PROPN
cet-15017	75	18	𝐸𝑃𝐼3	𝐸𝑃𝐼3	PROPN
cet-15017	75	19	𝑞𝑐𝑜𝑛𝑠	𝑞𝑐𝑜𝑛𝑠	PROPN
cet-15017	75	20	,	,	PUNCT
cet-15017	75	21	(	(	PUNCT
cet-15017	75	22	kw·y)/m2	kw·y)/m2	PROPN
cet-15017	75	23	𝑉𝑓𝑢𝑒𝑙	𝑉𝑓𝑢𝑒𝑙	PROPN
cet-15017	75	24	,	,	PUNCT
cet-15017	75	25	103	103	NUM
cet-15017	75	26	m3	m3	PROPN
cet-15017	75	27	𝑚𝐶𝑂2	𝑚𝐶𝑂2	NOUN
cet-15017	75	28	,	,	PUNCT
cet-15017	75	29	103	103	NUM
cet-15017	75	30	kg	kg	NOUN
cet-15017	75	31	𝑓е	𝑓е	PROPN
cet-15017	75	32	σ	σ	PROPN
cet-15017	75	33	,	,	PUNCT
cet-15017	75	34	103	103	NUM
cet-15017	75	35	euro	euro	NOUN
cet-15017	75	36	initial	initial	ADJ
cet-15017	75	37	state	state	NOUN
cet-15017	75	38	168.9	168.9	NUM
cet-15017	75	39	38.7	38.7	NUM
cet-15017	75	40	20.6	20.6	NUM
cet-15017	75	41	23.2	23.2	NUM
cet-15017	75	42	after	after	ADP
cet-15017	75	43	proposed	propose	VERB
cet-15017	75	44	retrofit	retrofit	NOUN
cet-15017	75	45	measures	measure	NOUN
cet-15017	75	46	67.4	67.4	NUM
cet-15017	75	47	10.6	10.6	NUM
cet-15017	75	48	5.6	5.6	NUM
cet-15017	75	49	6.3	6.3	NUM
cet-15017	75	50	670	670	NUM
cet-15017	75	51	the	the	DET
cet-15017	75	52	indoor	indoor	ADJ
cet-15017	75	53	heating	heating	NOUN
cet-15017	75	54	system	system	NOUN
cet-15017	75	55	is	be	AUX
cet-15017	75	56	designed	design	VERB
cet-15017	75	57	to	to	PART
cet-15017	75	58	work	work	VERB
cet-15017	75	59	at	at	ADP
cet-15017	75	60	a	a	DET
cet-15017	75	61	temperature	temperature	NOUN
cet-15017	75	62	range	range	NOUN
cet-15017	75	63	of	of	ADP
cet-15017	75	64	95	95	NUM
cet-15017	75	65	-	-	SYM
cet-15017	75	66	70	70	NUM
cet-15017	75	67	°	°	NUM
cet-15017	75	68	с	с	NOUN
cet-15017	75	69	;	;	PUNCT
cet-15017	75	70	the	the	DET
cet-15017	75	71	actual	actual	ADJ
cet-15017	75	72	temperature	temperature	NOUN
cet-15017	75	73	range	range	NOUN
cet-15017	75	74	in	in	ADP
cet-15017	75	75	recent	recent	ADJ
cet-15017	75	76	years	year	NOUN
cet-15017	75	77	has	have	AUX
cet-15017	75	78	been	be	AUX
cet-15017	75	79	close	close	ADJ
cet-15017	75	80	to	to	PART
cet-15017	75	81	80	80	NUM
cet-15017	75	82	-	-	SYM
cet-15017	75	83	60	60	NUM
cet-15017	75	84	°	°	NUM
cet-15017	75	85	с	с	PROPN
cet-15017	75	86	.	.	PUNCT
cet-15017	76	1	the	the	DET
cet-15017	76	2	actual	actual	ADJ
cet-15017	76	3	annual	annual	ADJ
cet-15017	76	4	volume	volume	NOUN
cet-15017	76	5	of	of	ADP
cet-15017	76	6	thermal	thermal	ADJ
cet-15017	76	7	energy	energy	NOUN
cet-15017	76	8	consumption	consumption	NOUN
cet-15017	76	9	by	by	ADP
cet-15017	76	10	the	the	DET
cet-15017	76	11	building	building	NOUN
cet-15017	76	12	averaged	average	VERB
cet-15017	76	13	over	over	ADP
cet-15017	76	14	the	the	DET
cet-15017	76	15	last	last	ADJ
cet-15017	76	16	3	3	NUM
cet-15017	76	17	y	y	NOUN
cet-15017	76	18	,	,	PUNCT
cet-15017	76	19	is	be	AUX
cet-15017	76	20	385.5	385.5	NUM
cet-15017	76	21	mw·h	mw·h	NUM
cet-15017	76	22	.	.	PUNCT
cet-15017	77	1	the	the	DET
cet-15017	77	2	actual	actual	ADJ
cet-15017	77	3	average	average	ADJ
cet-15017	77	4	annual	annual	ADJ
cet-15017	77	5	specific	specific	ADJ
cet-15017	77	6	energy	energy	NOUN
cet-15017	77	7	consumption	consumption	NOUN
cet-15017	77	8	per	per	ADP
cet-15017	77	9	1	1	NUM
cet-15017	77	10	m2	m2	PROPN
cet-15017	77	11	of	of	ADP
cet-15017	77	12	total	total	ADJ
cet-15017	77	13	area	area	NOUN
cet-15017	77	14	is	be	AUX
cet-15017	77	15	168.9	168.9	NUM
cet-15017	77	16	w	w	PROPN
cet-15017	77	17	/	/	SYM
cet-15017	77	18	m2	m2	PROPN
cet-15017	77	19	.	.	PUNCT
cet-15017	78	1	the	the	DET
cet-15017	78	2	calculated	calculated	ADJ
cet-15017	78	3	key	key	ADJ
cet-15017	78	4	performance	performance	NOUN
cet-15017	78	5	indicators	indicator	NOUN
cet-15017	78	6	for	for	ADP
cet-15017	78	7	the	the	DET
cet-15017	78	8	initial	initial	ADJ
cet-15017	78	9	state	state	NOUN
cet-15017	78	10	of	of	ADP
cet-15017	78	11	the	the	DET
cet-15017	78	12	building	building	NOUN
cet-15017	78	13	are	be	AUX
cet-15017	78	14	presented	present	VERB
cet-15017	78	15	in	in	ADP
cet-15017	78	16	table	table	NOUN
cet-15017	78	17	1	1	NUM
cet-15017	78	18	.	.	PUNCT
cet-15017	79	1	(	(	PUNCT
cet-15017	79	2	a	a	X
cet-15017	79	3	)	)	PUNCT
cet-15017	79	4	(	(	PUNCT
cet-15017	79	5	b	b	X
cet-15017	79	6	)	)	PUNCT
cet-15017	79	7	(	(	PUNCT
cet-15017	79	8	c	c	X
cet-15017	79	9	)	)	PUNCT
cet-15017	79	10	figure	figure	NOUN
cet-15017	79	11	3	3	NUM
cet-15017	79	12	:	:	PUNCT
cet-15017	79	13	retrofitting	retrofit	VERB
cet-15017	79	14	measures	measure	NOUN
cet-15017	79	15	with	with	ADP
cet-15017	79	16	optimised	optimise	VERB
cet-15017	79	17	multi	multi	ADJ
cet-15017	79	18	-	-	ADJ
cet-15017	79	19	period	period	NOUN
cet-15017	79	20	investment	investment	NOUN
cet-15017	79	21	for	for	ADP
cet-15017	79	22	the	the	DET
cet-15017	79	23	investigated	investigated	ADJ
cet-15017	79	24	building	building	NOUN
cet-15017	79	25	:	:	PUNCT
cet-15017	79	26	(	(	PUNCT
cet-15017	79	27	a	a	X
cet-15017	79	28	)	)	PUNCT
cet-15017	79	29	building	building	NOUN
cet-15017	79	30	photo	photo	NOUN
cet-15017	79	31	;	;	PUNCT
cet-15017	79	32	(	(	PUNCT
cet-15017	79	33	b	b	X
cet-15017	79	34	)	)	PUNCT
cet-15017	79	35	distribution	distribution	NOUN
cet-15017	79	36	of	of	ADP
cet-15017	79	37	the	the	DET
cet-15017	79	38	retrofit	retrofit	NOUN
cet-15017	79	39	actions	action	NOUN
cet-15017	79	40	in	in	ADP
cet-15017	79	41	time	time	NOUN
cet-15017	79	42	;	;	PUNCT
cet-15017	79	43	(	(	PUNCT
cet-15017	79	44	c	c	X
cet-15017	79	45	)	)	PUNCT
cet-15017	79	46	resulting	result	VERB
cet-15017	79	47	investment	investment	NOUN
cet-15017	79	48	parameters	parameter	NOUN
cet-15017	79	49	for	for	ADP
cet-15017	79	50	the	the	DET
cet-15017	79	51	proposed	propose	VERB
cet-15017	79	52	time	time	NOUN
cet-15017	79	53	after	after	ADP
cet-15017	79	54	the	the	DET
cet-15017	79	55	analysis	analysis	NOUN
cet-15017	79	56	of	of	ADP
cet-15017	79	57	the	the	DET
cet-15017	79	58	initial	initial	ADJ
cet-15017	79	59	state	state	NOUN
cet-15017	79	60	of	of	ADP
cet-15017	79	61	the	the	DET
cet-15017	79	62	building	building	NOUN
cet-15017	79	63	,	,	PUNCT
cet-15017	79	64	the	the	DET
cet-15017	79	65	recommended	recommend	VERB
cet-15017	79	66	retrofitting	retrofitting	NOUN
cet-15017	79	67	measures	measure	NOUN
cet-15017	79	68	were	be	AUX
cet-15017	79	69	proposed	propose	VERB
cet-15017	79	70	,	,	PUNCT
cet-15017	79	71	and	and	CCONJ
cet-15017	79	72	their	their	PRON
cet-15017	79	73	effectiveness	effectiveness	NOUN
cet-15017	79	74	was	be	AUX
cet-15017	79	75	calculated	calculate	VERB
cet-15017	79	76	.	.	PUNCT
cet-15017	80	1	to	to	PART
cet-15017	80	2	choose	choose	VERB
cet-15017	80	3	the	the	DET
cet-15017	80	4	most	most	ADV
cet-15017	80	5	efficient	efficient	ADJ
cet-15017	80	6	measures	measure	NOUN
cet-15017	80	7	,	,	PUNCT
cet-15017	80	8	the	the	DET
cet-15017	80	9	priority	priority	NOUN
cet-15017	80	10	was	be	AUX
cet-15017	80	11	given	give	VERB
cet-15017	80	12	to	to	ADP
cet-15017	80	13	the	the	DET
cet-15017	80	14	economic	economic	ADJ
cet-15017	80	15	(	(	PUNCT
cet-15017	80	16	𝐸𝑃𝐼3	𝐸𝑃𝐼3	PROPN
cet-15017	80	17	)	)	PUNCT
cet-15017	80	18	and	and	CCONJ
cet-15017	80	19	energy	energy	NOUN
cet-15017	80	20	(	(	PUNCT
cet-15017	80	21	𝐸𝑃𝐼1	𝐸𝑃𝐼1	NOUN
cet-15017	80	22	)	)	PUNCT
cet-15017	80	23	indicators	indicator	NOUN
cet-15017	80	24	,	,	PUNCT
cet-15017	80	25	considering	consider	VERB
cet-15017	80	26	the	the	DET
cet-15017	80	27	pay	pay	VERB
cet-15017	80	28	-	-	PUNCT
cet-15017	80	29	back	back	NOUN
cet-15017	80	30	period	period	NOUN
cet-15017	80	31	.	.	PUNCT
cet-15017	81	1	each	each	PRON
cet-15017	81	2	of	of	ADP
cet-15017	81	3	the	the	DET
cet-15017	81	4	possible	possible	ADJ
cet-15017	81	5	retrofitting	retrofitting	NOUN
cet-15017	81	6	measures	measure	NOUN
cet-15017	81	7	was	be	AUX
cet-15017	81	8	classified	classify	VERB
cet-15017	81	9	according	accord	VERB
cet-15017	81	10	to	to	ADP
cet-15017	81	11	the	the	DET
cet-15017	81	12	1st	1st	ADJ
cet-15017	81	13	,	,	PUNCT
cet-15017	81	14	2nd	2nd	ADJ
cet-15017	81	15	or	or	CCONJ
cet-15017	81	16	3rd	3rd	ADJ
cet-15017	81	17	group	group	NOUN
cet-15017	81	18	for	for	ADP
cet-15017	81	19	proper	proper	ADJ
cet-15017	81	20	allocation	allocation	NOUN
cet-15017	81	21	of	of	ADP
cet-15017	81	22	the	the	DET
cet-15017	81	23	different	different	ADJ
cet-15017	81	24	steps	step	NOUN
cet-15017	81	25	of	of	ADP
cet-15017	81	26	retrofit	retrofit	NOUN
cet-15017	81	27	in	in	ADP
cet-15017	81	28	time	time	NOUN
cet-15017	81	29	.	.	PUNCT
cet-15017	82	1	the	the	DET
cet-15017	82	2	most	most	ADV
cet-15017	82	3	efficient	efficient	ADJ
cet-15017	82	4	measures	measure	NOUN
cet-15017	82	5	were	be	AUX
cet-15017	82	6	selected	select	VERB
cet-15017	82	7	.	.	PUNCT
cet-15017	83	1	they	they	PRON
cet-15017	83	2	are	be	AUX
cet-15017	83	3	listed	list	VERB
cet-15017	83	4	according	accord	VERB
cet-15017	83	5	to	to	ADP
cet-15017	83	6	the	the	DET
cet-15017	83	7	optimal	optimal	ADJ
cet-15017	83	8	sequence	sequence	NOUN
cet-15017	83	9	of	of	ADP
cet-15017	83	10	implementation	implementation	NOUN
cet-15017	83	11	are	be	AUX
cet-15017	83	12	presented	present	VERB
cet-15017	83	13	in	in	ADP
cet-15017	83	14	table	table	NOUN
cet-15017	83	15	2	2	NUM
cet-15017	83	16	.	.	PUNCT
cet-15017	84	1	the	the	DET
cet-15017	84	2	step	step	NOUN
cet-15017	84	3	-	-	PUNCT
cet-15017	84	4	by	by	ADP
cet-15017	84	5	-	-	PUNCT
cet-15017	84	6	step	step	NOUN
cet-15017	84	7	distribution	distribution	NOUN
cet-15017	84	8	of	of	ADP
cet-15017	84	9	the	the	DET
cet-15017	84	10	measures	measure	NOUN
cet-15017	84	11	in	in	ADP
cet-15017	84	12	time	time	NOUN
cet-15017	84	13	based	base	VERB
cet-15017	84	14	on	on	ADP
cet-15017	84	15	the	the	DET
cet-15017	84	16	efficiency	efficiency	NOUN
cet-15017	84	17	function	function	NOUN
cet-15017	84	18	of	of	ADP
cet-15017	84	19	capital	capital	NOUN
cet-15017	84	20	investment	investment	NOUN
cet-15017	84	21	from	from	ADP
cet-15017	84	22	financial	financial	ADJ
cet-15017	84	23	resources	resource	NOUN
cet-15017	84	24	allocated	allocate	VERB
cet-15017	84	25	for	for	ADP
cet-15017	84	26	each	each	DET
cet-15017	84	27	retrofitting	retrofit	VERB
cet-15017	84	28	measure	measure	NOUN
cet-15017	84	29	is	be	AUX
cet-15017	84	30	demonstrated	demonstrate	VERB
cet-15017	84	31	in	in	ADP
cet-15017	84	32	figure	figure	NOUN
cet-15017	84	33	3b	3b	NUM
cet-15017	84	34	.	.	PUNCT
cet-15017	85	1	the	the	DET
cet-15017	85	2	retrofitting	retrofitting	NOUN
cet-15017	85	3	measures	measure	NOUN
cet-15017	85	4	ra1	ra1	PROPN
cet-15017	85	5	and	and	CCONJ
cet-15017	85	6	ra2	ra2	PROPN
cet-15017	85	7	should	should	AUX
cet-15017	85	8	be	be	AUX
cet-15017	85	9	implemented	implement	VERB
cet-15017	85	10	in	in	ADP
cet-15017	85	11	the	the	DET
cet-15017	85	12	beginning	beginning	NOUN
cet-15017	85	13	during	during	ADP
cet-15017	85	14	the	the	DET
cet-15017	85	15	first	first	ADJ
cet-15017	85	16	investment	investment	NOUN
cet-15017	85	17	period	period	NOUN
cet-15017	85	18	measures	measure	VERB
cet-15017	85	19	ra3	ra3	NOUN
cet-15017	85	20	-	-	NOUN
cet-15017	85	21	ra6	ra6	NOUN
cet-15017	85	22	in	in	ADP
cet-15017	85	23	the	the	DET
cet-15017	85	24	second	second	NOUN
cet-15017	85	25	,	,	PUNCT
cet-15017	85	26	and	and	CCONJ
cet-15017	85	27	ra7	ra7	PROPN
cet-15017	85	28	in	in	ADP
cet-15017	85	29	the	the	DET
cet-15017	85	30	3rd	3rd	ADJ
cet-15017	85	31	investment	investment	NOUN
cet-15017	85	32	period	period	NOUN
cet-15017	85	33	.	.	PUNCT
cet-15017	86	1	table	table	NOUN
cet-15017	86	2	2	2	NUM
cet-15017	86	3	:	:	PUNCT
cet-15017	86	4	estimated	estimate	VERB
cet-15017	86	5	efficiency	efficiency	NOUN
cet-15017	86	6	of	of	ADP
cet-15017	86	7	the	the	DET
cet-15017	86	8	proposed	propose	VERB
cet-15017	86	9	retrofitting	retrofitting	NOUN
cet-15017	86	10	measures	measure	NOUN
cet-15017	86	11	n	n	DET
cet-15017	86	12	description	description	NOUN
cet-15017	86	13	of	of	ADP
cet-15017	86	14	the	the	DET
cet-15017	86	15	innovative	innovative	ADJ
cet-15017	86	16	retrofitting	retrofitting	NOUN
cet-15017	86	17	action	action	NOUN
cet-15017	86	18	(	(	PUNCT
cet-15017	86	19	ra	ra	NOUN
cet-15017	86	20	)	)	PUNCT
cet-15017	86	21	/	/	SYM
cet-15017	86	22	group	group	NOUN
cet-15017	86	23	𝐸𝑃𝐼1	𝐸𝑃𝐼1	NUM
cet-15017	86	24	𝐸𝑃𝐼2	𝐸𝑃𝐼2	PROPN
cet-15017	86	25	𝐸𝑃𝐼3	𝐸𝑃𝐼3	ADJ
cet-15017	86	26	investment	investment	NOUN
cet-15017	86	27	cost	cost	NOUN
cet-15017	86	28	,	,	PUNCT
cet-15017	86	29	103	103	NUM
cet-15017	86	30	eur	eur	NOUN
cet-15017	86	31	pay	pay	VERB
cet-15017	86	32	-	-	PUNCT
cet-15017	86	33	back	back	NOUN
cet-15017	86	34	period	period	NOUN
cet-15017	86	35	,	,	PUNCT
cet-15017	86	36	y	y	PROPN
cet-15017	86	37	𝑞𝑐𝑜𝑛𝑠	𝑞𝑐𝑜𝑛𝑠	PROPN
cet-15017	86	38	,	,	PUNCT
cet-15017	86	39	(	(	PUNCT
cet-15017	86	40	kw·y)/m2	kw·y)/m2	PROPN
cet-15017	86	41	𝑉𝑓𝑢𝑒𝑙	𝑉𝑓𝑢𝑒𝑙	PROPN
cet-15017	86	42	,	,	PUNCT
cet-15017	86	43	103	103	NUM
cet-15017	86	44	m3	m3	PROPN
cet-15017	86	45	𝑚𝐶𝑂2	𝑚𝐶𝑂2	NOUN
cet-15017	86	46	,	,	PUNCT
cet-15017	86	47	103	103	NUM
cet-15017	86	48	kg	kg	NOUN
cet-15017	86	49	𝑓е	𝑓е	PROPN
cet-15017	86	50	σ	σ	PROPN
cet-15017	86	51	,	,	PUNCT
cet-15017	86	52	103	103	NUM
cet-15017	86	53	eur	eur	PROPN
cet-15017	86	54	ra1	ra1	PROPN
cet-15017	86	55	thermal	thermal	ADJ
cet-15017	86	56	modernisation	modernisation	NOUN
cet-15017	86	57	of	of	ADP
cet-15017	86	58	the	the	DET
cet-15017	86	59	attic	attic	ADJ
cet-15017	86	60	floor	floor	NOUN
cet-15017	86	61	/1st	/1st	PROPN
cet-15017	86	62	group	group	NOUN
cet-15017	86	63	23.0	23.0	NUM
cet-15017	86	64	5.26	5.26	NUM
cet-15017	86	65	2.80	2.80	NUM
cet-15017	86	66	3.16	3.16	NUM
cet-15017	86	67	10.03	10.03	NUM
cet-15017	86	68	3.2	3.2	NUM
cet-15017	86	69	ra2	ra2	PROPN
cet-15017	86	70	thermal	thermal	ADJ
cet-15017	86	71	modernisation	modernisation	NOUN
cet-15017	86	72	of	of	ADP
cet-15017	86	73	the	the	DET
cet-15017	86	74	ventilation	ventilation	NOUN
cet-15017	86	75	system	system	NOUN
cet-15017	86	76	/1st	/1st	PROPN
cet-15017	86	77	group	group	NOUN
cet-15017	86	78	22.5	22.5	NUM
cet-15017	86	79	5.16	5.16	NUM
cet-15017	86	80	2.75	2.75	NUM
cet-15017	86	81	3.09	3.09	NUM
cet-15017	86	82	15.33	15.33	NUM
cet-15017	86	83	5.0	5.0	NUM
cet-15017	86	84	ra3	ra3	NOUN
cet-15017	86	85	installation	installation	NOUN
cet-15017	86	86	of	of	ADP
cet-15017	86	87	gas	gas	NOUN
cet-15017	86	88	condensation	condensation	NOUN
cet-15017	86	89	boiler	boiler	NOUN
cet-15017	86	90	/	/	SYM
cet-15017	86	91	3rd	3rd	ADJ
cet-15017	86	92	group	group	NOUN
cet-15017	86	93	1.62	1.62	NUM
cet-15017	86	94	0.86	0.86	NUM
cet-15017	86	95	0.97	0.97	NUM
cet-15017	86	96	4.74	4.74	NUM
cet-15017	86	97	4.9	4.9	NUM
cet-15017	86	98	ra4	ra4	NOUN
cet-15017	86	99	installation	installation	NOUN
cet-15017	86	100	of	of	ADP
cet-15017	86	101	smart	smart	ADJ
cet-15017	86	102	control	control	NOUN
cet-15017	86	103	system	system	NOUN
cet-15017	86	104	for	for	ADP
cet-15017	86	105	heating	heating	NOUN
cet-15017	86	106	/	/	SYM
cet-15017	86	107	2nd	2nd	PROPN
cet-15017	86	108	group	group	NOUN
cet-15017	86	109	7.2	7.2	NUM
cet-15017	86	110	1.65	1.65	NUM
cet-15017	87	1	0.88	0.88	NUM
cet-15017	87	2	0.99	0.99	NUM
cet-15017	87	3	7.05	7.05	NUM
cet-15017	87	4	7.1	7.1	NUM
cet-15017	87	5	ra5	ra5	PROPN
cet-15017	87	6	thermal	thermal	ADJ
cet-15017	87	7	modernisation	modernisation	NOUN
cet-15017	87	8	of	of	ADP
cet-15017	87	9	the	the	DET
cet-15017	87	10	entrance	entrance	NOUN
cet-15017	87	11	doors	door	NOUN
cet-15017	87	12	/1st	/1st	PROPN
cet-15017	87	13	group	group	NOUN
cet-15017	87	14	1.8	1.8	NUM
cet-15017	87	15	0.42	0.42	NUM
cet-15017	87	16	0.22	0.22	NUM
cet-15017	87	17	0.25	0.25	NUM
cet-15017	87	18	1.87	1.87	NUM
cet-15017	87	19	7.4	7.4	NUM
cet-15017	87	20	ra6	ra6	PROPN
cet-15017	87	21	thermal	thermal	ADJ
cet-15017	87	22	modernisation	modernisation	NOUN
cet-15017	87	23	of	of	ADP
cet-15017	87	24	the	the	DET
cet-15017	87	25	walls	wall	NOUN
cet-15017	87	26	/1st	/1st	PROPN
cet-15017	87	27	group	group	NOUN
cet-15017	87	28	47.0	47.0	NUM
cet-15017	87	29	10.77	10.77	NUM
cet-15017	87	30	5.73	5.73	NUM
cet-15017	87	31	6.46	6.46	NUM
cet-15017	87	32	56.07	56.07	NUM
cet-15017	87	33	8.7	8.7	NUM
cet-15017	87	34	ra7	ra7	PROPN
cet-15017	87	35	installation	installation	NOUN
cet-15017	87	36	of	of	ADP
cet-15017	87	37	solar	solar	ADJ
cet-15017	87	38	collectors	collector	NOUN
cet-15017	87	39	/	/	PUNCT
cet-15017	87	40	3rd	3rd	ADJ
cet-15017	87	41	group	group	NOUN
cet-15017	87	42	3.25	3.25	NUM
cet-15017	87	43	1.73	1.73	NUM
cet-15017	87	44	1.95	1.95	NUM
cet-15017	87	45	24.53	24.53	NUM
cet-15017	87	46	12.6	12.6	NUM
cet-15017	87	47	total	total	NOUN
cet-15017	87	48	101.5	101.5	NUM
cet-15017	87	49	28.13	28.13	NUM
cet-15017	87	50	15.0	15.0	NUM
cet-15017	87	51	16.88	16.88	NUM
cet-15017	87	52	119.63	119.63	NUM
cet-15017	87	53	7.1	7.1	NUM
cet-15017	87	54	table	table	NOUN
cet-15017	87	55	3	3	NUM
cet-15017	87	56	:	:	PUNCT
cet-15017	87	57	the	the	DET
cet-15017	87	58	resulting	result	VERB
cet-15017	87	59	parameters	parameter	NOUN
cet-15017	87	60	of	of	ADP
cet-15017	87	61	the	the	DET
cet-15017	87	62	optimised	optimise	VERB
cet-15017	87	63	multi	multi	ADJ
cet-15017	87	64	-	-	ADJ
cet-15017	87	65	period	period	ADJ
cet-15017	87	66	investment	investment	NOUN
cet-15017	87	67	measurement	measurement	NOUN
cet-15017	87	68	units	unit	NOUN
cet-15017	87	69	parameter	parameter	VERB
cet-15017	87	70	𝐹𝑓−𝛴	𝐹𝑓−𝛴	PROPN
cet-15017	87	71	𝐹(𝑓−е	𝐹(𝑓−е	NOUN
cet-15017	87	72	)	)	PUNCT
cet-15017	87	73	𝐹𝑓−ін	𝐹𝑓−ін	NUM
cet-15017	87	74	𝐹т−ін	𝐹т−ін	PUNCT
cet-15017	88	1	𝐹𝛴−ін	𝐹𝛴−ін	NOUN
cet-15017	88	2	∆𝐹ін	∆𝐹ін	PROPN
cet-15017	88	3	∆𝐹(−е	∆𝐹(−е	PROPN
cet-15017	88	4	)	)	PUNCT
cet-15017	88	5	∆𝐹ς	∆𝐹ς	PROPN
cet-15017	88	6	103	103	NUM
cet-15017	88	7	eur	eur	NOUN
cet-15017	88	8	119.6	119.6	NUM
cet-15017	88	9	30.1	30.1	NUM
cet-15017	88	10	97.9	97.9	NUM
cet-15017	88	11	3.7	3.7	NUM
cet-15017	88	12	111.6	111.6	NUM
cet-15017	88	13	18.1	18.1	NUM
cet-15017	88	14	-3.7	-3.7	NOUN
cet-15017	88	15	14.4	14.4	NUM
cet-15017	88	16	%	%	NOUN
cet-15017	88	17	100	100	NUM
cet-15017	88	18	25.2	25.2	NUM
cet-15017	88	19	81.9	81.9	NUM
cet-15017	88	20	3.1	3.1	NUM
cet-15017	88	21	85.0	85.0	NUM
cet-15017	88	22	15.2	15.2	NUM
cet-15017	88	23	-3.1	-3.1	NOUN
cet-15017	88	24	12.1	12.1	NUM
cet-15017	88	25	671	671	NUM
cet-15017	88	26	the	the	DET
cet-15017	88	27	estimated	estimate	VERB
cet-15017	88	28	parameters	parameter	NOUN
cet-15017	88	29	of	of	ADP
cet-15017	88	30	the	the	DET
cet-15017	88	31	optimisation	optimisation	NOUN
cet-15017	88	32	function	function	NOUN
cet-15017	88	33	are	be	AUX
cet-15017	88	34	presented	present	VERB
cet-15017	88	35	in	in	ADP
cet-15017	88	36	eq.(3	eq.(3	NOUN
cet-15017	88	37	)	)	PUNCT
cet-15017	88	38	,	,	PUNCT
cet-15017	88	39	with	with	ADP
cet-15017	88	40	the	the	DET
cet-15017	88	41	optimal	optimal	ADJ
cet-15017	88	42	values	value	NOUN
cet-15017	88	43	of	of	ADP
cet-15017	88	44	the	the	DET
cet-15017	88	45	investment	investment	NOUN
cet-15017	88	46	distribution	distribution	NOUN
cet-15017	88	47	over	over	ADP
cet-15017	88	48	time	time	NOUN
cet-15017	88	49	(	(	PUNCT
cet-15017	88	50	see	see	VERB
cet-15017	88	51	eq.(4	eq.(4	ADJ
cet-15017	88	52	)	)	PUNCT
cet-15017	88	53	)	)	PUNCT
cet-15017	88	54	,	,	PUNCT
cet-15017	88	55	where	where	SCONJ
cet-15017	88	56	𝑎	𝑎	X
cet-15017	88	57	=	=	SYM
cet-15017	88	58	0.25	0.25	NUM
cet-15017	88	59	and	and	CCONJ
cet-15017	88	60	𝑇𝐵	𝑇𝐵	PROPN
cet-15017	88	61	=	=	SYM
cet-15017	88	62	2	2	NUM
cet-15017	88	63	,	,	PUNCT
cet-15017	88	64	corresponding	correspond	VERB
cet-15017	88	65	to	to	ADP
cet-15017	88	66	three	three	NUM
cet-15017	88	67	investment	investment	NOUN
cet-15017	88	68	periods	period	NOUN
cet-15017	88	69	,	,	PUNCT
cet-15017	88	70	as	as	SCONJ
cet-15017	88	71	shown	show	VERB
cet-15017	88	72	in	in	ADP
cet-15017	88	73	figure	figure	NOUN
cet-15017	88	74	3c	3c	NUM
cet-15017	88	75	.	.	PUNCT
cet-15017	89	1	the	the	DET
cet-15017	89	2	start	start	NOUN
cet-15017	89	3	of	of	ADP
cet-15017	89	4	the	the	DET
cet-15017	89	5	1st	1st	ADJ
cet-15017	89	6	investment	investment	NOUN
cet-15017	89	7	period	period	NOUN
cet-15017	89	8	concurs	concur	VERB
cet-15017	89	9	with	with	ADP
cet-15017	89	10	the	the	DET
cet-15017	89	11	start	start	NOUN
cet-15017	89	12	of	of	ADP
cet-15017	89	13	the	the	DET
cet-15017	89	14	retrofit	retrofit	NOUN
cet-15017	89	15	,	,	PUNCT
cet-15017	89	16	2nd	2nd	ADJ
cet-15017	89	17	investment	investment	NOUN
cet-15017	89	18	begins	begin	VERB
cet-15017	89	19	in	in	ADP
cet-15017	89	20	3.2	3.2	NUM
cet-15017	89	21	y	y	NOUN
cet-15017	89	22	,	,	PUNCT
cet-15017	89	23	and	and	CCONJ
cet-15017	89	24	3rd	3rd	NOUN
cet-15017	89	25	in	in	ADP
cet-15017	89	26	3.3	3.3	NUM
cet-15017	89	27	y.	y.	NOUN
cet-15017	89	28	the	the	DET
cet-15017	89	29	estimated	estimate	VERB
cet-15017	89	30	payback	payback	NOUN
cet-15017	89	31	period	period	NOUN
cet-15017	89	32	for	for	ADP
cet-15017	89	33	the	the	DET
cet-15017	89	34	1st	1st	ADJ
cet-15017	89	35	investment	investment	NOUN
cet-15017	89	36	period	period	NOUN
cet-15017	89	37	is	be	AUX
cet-15017	89	38	3	3	NUM
cet-15017	89	39	years	year	NOUN
cet-15017	89	40	;	;	PUNCT
cet-15017	89	41	for	for	ADP
cet-15017	89	42	the	the	DET
cet-15017	89	43	2nd	2nd	NOUN
cet-15017	89	44	,	,	PUNCT
cet-15017	89	45	it	it	PRON
cet-15017	89	46	equals	equal	VERB
cet-15017	89	47	3.5	3.5	NUM
cet-15017	89	48	y	y	NOUN
cet-15017	89	49	and	and	CCONJ
cet-15017	89	50	4	4	NUM
cet-15017	89	51	y	y	NOUN
cet-15017	89	52	for	for	ADP
cet-15017	89	53	the	the	DET
cet-15017	89	54	3rd	3rd	ADJ
cet-15017	89	55	investment	investment	NOUN
cet-15017	89	56	period	period	NOUN
cet-15017	89	57	.	.	PUNCT
cet-15017	90	1	the	the	DET
cet-15017	90	2	resulting	result	VERB
cet-15017	90	3	optimal	optimal	ADJ
cet-15017	90	4	parameters	parameter	NOUN
cet-15017	90	5	of	of	ADP
cet-15017	90	6	the	the	DET
cet-15017	90	7	mathematical	mathematical	ADJ
cet-15017	90	8	model	model	NOUN
cet-15017	90	9	of	of	ADP
cet-15017	90	10	multi	multi	ADJ
cet-15017	90	11	-	-	ADJ
cet-15017	90	12	period	period	NOUN
cet-15017	90	13	investment	investment	NOUN
cet-15017	90	14	given	give	VERB
cet-15017	90	15	in	in	ADP
cet-15017	90	16	eqs.(1)-(6	eqs.(1)-(6	NOUN
cet-15017	90	17	)	)	PUNCT
cet-15017	90	18	are	be	AUX
cet-15017	90	19	listed	list	VERB
cet-15017	90	20	in	in	ADP
cet-15017	90	21	table	table	NOUN
cet-15017	90	22	3	3	NUM
cet-15017	90	23	in	in	ADP
cet-15017	90	24	euro	euro	NOUN
cet-15017	90	25	and	and	CCONJ
cet-15017	90	26	in	in	ADP
cet-15017	90	27	%	%	NOUN
cet-15017	90	28	,	,	PUNCT
cet-15017	90	29	compared	compare	VERB
cet-15017	90	30	to	to	ADP
cet-15017	90	31	the	the	DET
cet-15017	90	32	full	full	ADJ
cet-15017	90	33	lump	lump	NOUN
cet-15017	90	34	-	-	PUNCT
cet-15017	90	35	sum	sum	NOUN
cet-15017	90	36	investment	investment	NOUN
cet-15017	90	37	strategy	strategy	NOUN
cet-15017	90	38	.	.	PUNCT
cet-15017	91	1	the	the	DET
cet-15017	91	2	decrease	decrease	NOUN
cet-15017	91	3	in	in	ADP
cet-15017	91	4	the	the	DET
cet-15017	91	5	cost	cost	NOUN
cet-15017	91	6	for	for	ADP
cet-15017	91	7	the	the	DET
cet-15017	91	8	observed	observed	ADJ
cet-15017	91	9	period	period	NOUN
cet-15017	91	10	is	be	AUX
cet-15017	91	11	18,100	18,100	NUM
cet-15017	91	12	eur	eur	NOUN
cet-15017	91	13	.	.	PUNCT
cet-15017	92	1	it	it	PRON
cet-15017	92	2	requires	require	VERB
cet-15017	92	3	a	a	DET
cet-15017	92	4	longer	long	ADJ
cet-15017	92	5	retrofit	retrofit	NOUN
cet-15017	92	6	period	period	NOUN
cet-15017	92	7	,	,	PUNCT
cet-15017	92	8	which	which	PRON
cet-15017	92	9	increases	increase	VERB
cet-15017	92	10	from	from	ADP
cet-15017	92	11	7.1	7.1	NUM
cet-15017	92	12	to	to	ADP
cet-15017	92	13	7.3	7.3	NUM
cet-15017	92	14	y	y	NOUN
cet-15017	92	15	compared	compare	VERB
cet-15017	92	16	to	to	ADP
cet-15017	92	17	the	the	DET
cet-15017	92	18	lump	lump	NOUN
cet-15017	92	19	-	-	PUNCT
cet-15017	92	20	sum	sum	NOUN
cet-15017	92	21	case	case	NOUN
cet-15017	92	22	.	.	PUNCT
cet-15017	93	1	4	4	X
cet-15017	93	2	.	.	X
cet-15017	93	3	conclusions	conclusion	NOUN
cet-15017	93	4	the	the	DET
cet-15017	93	5	renovation	renovation	NOUN
cet-15017	93	6	of	of	ADP
cet-15017	93	7	old	old	ADJ
cet-15017	93	8	buildings	building	NOUN
cet-15017	93	9	and	and	CCONJ
cet-15017	93	10	their	their	PRON
cet-15017	93	11	heating	heating	NOUN
cet-15017	93	12	systems	system	NOUN
cet-15017	93	13	is	be	AUX
cet-15017	93	14	required	require	VERB
cet-15017	93	15	for	for	ADP
cet-15017	93	16	the	the	DET
cet-15017	93	17	sustainable	sustainable	ADJ
cet-15017	93	18	development	development	NOUN
cet-15017	93	19	of	of	ADP
cet-15017	93	20	modern	modern	ADJ
cet-15017	93	21	cities	city	NOUN
cet-15017	93	22	.	.	PUNCT
cet-15017	94	1	the	the	DET
cet-15017	94	2	selection	selection	NOUN
cet-15017	94	3	of	of	ADP
cet-15017	94	4	modernisation	modernisation	NOUN
cet-15017	94	5	actions	action	NOUN
cet-15017	94	6	should	should	AUX
cet-15017	94	7	account	account	VERB
cet-15017	94	8	for	for	ADP
cet-15017	94	9	the	the	DET
cet-15017	94	10	efficiency	efficiency	NOUN
cet-15017	94	11	of	of	ADP
cet-15017	94	12	the	the	DET
cet-15017	94	13	measures	measure	NOUN
cet-15017	94	14	,	,	PUNCT
cet-15017	94	15	estimation	estimation	NOUN
cet-15017	94	16	of	of	ADP
cet-15017	94	17	its	its	PRON
cet-15017	94	18	cost	cost	NOUN
cet-15017	94	19	,	,	PUNCT
cet-15017	94	20	environmental	environmental	ADJ
cet-15017	94	21	impact	impact	NOUN
cet-15017	94	22	and	and	CCONJ
cet-15017	94	23	total	total	ADJ
cet-15017	94	24	consumption	consumption	NOUN
cet-15017	94	25	of	of	ADP
cet-15017	94	26	energy	energy	NOUN
cet-15017	94	27	.	.	PUNCT
cet-15017	95	1	a	a	DET
cet-15017	95	2	mathematical	mathematical	ADJ
cet-15017	95	3	model	model	NOUN
cet-15017	95	4	,	,	PUNCT
cet-15017	95	5	which	which	PRON
cet-15017	95	6	allows	allow	VERB
cet-15017	95	7	the	the	DET
cet-15017	95	8	estimate	estimate	NOUN
cet-15017	95	9	of	of	ADP
cet-15017	95	10	the	the	DET
cet-15017	95	11	optimal	optimal	ADJ
cet-15017	95	12	multi	multi	ADJ
cet-15017	95	13	-	-	ADJ
cet-15017	95	14	period	period	ADJ
cet-15017	95	15	investment	investment	NOUN
cet-15017	95	16	in	in	ADP
cet-15017	95	17	selected	select	VERB
cet-15017	95	18	retrofit	retrofit	NOUN
cet-15017	95	19	measures	measure	NOUN
cet-15017	95	20	,	,	PUNCT
cet-15017	95	21	is	be	AUX
cet-15017	95	22	developed	develop	VERB
cet-15017	95	23	.	.	PUNCT
cet-15017	96	1	the	the	DET
cet-15017	96	2	use	use	NOUN
cet-15017	96	3	of	of	ADP
cet-15017	96	4	the	the	DET
cet-15017	96	5	model	model	NOUN
cet-15017	96	6	allows	allow	VERB
cet-15017	96	7	optimal	optimal	ADJ
cet-15017	96	8	distribution	distribution	NOUN
cet-15017	96	9	of	of	ADP
cet-15017	96	10	the	the	DET
cet-15017	96	11	implementation	implementation	NOUN
cet-15017	96	12	of	of	ADP
cet-15017	96	13	the	the	DET
cet-15017	96	14	proposed	propose	VERB
cet-15017	96	15	retrofit	retrofit	NOUN
cet-15017	96	16	measures	measure	NOUN
cet-15017	96	17	in	in	ADP
cet-15017	96	18	time	time	NOUN
cet-15017	96	19	,	,	PUNCT
cet-15017	96	20	reducing	reduce	VERB
cet-15017	96	21	the	the	DET
cet-15017	96	22	total	total	ADJ
cet-15017	96	23	required	require	VERB
cet-15017	96	24	costs	cost	NOUN
cet-15017	96	25	.	.	PUNCT
cet-15017	97	1	the	the	DET
cet-15017	97	2	application	application	NOUN
cet-15017	97	3	of	of	ADP
cet-15017	97	4	the	the	DET
cet-15017	97	5	proposed	propose	VERB
cet-15017	97	6	approach	approach	NOUN
cet-15017	97	7	for	for	ADP
cet-15017	97	8	the	the	DET
cet-15017	97	9	retrofit	retrofit	NOUN
cet-15017	97	10	of	of	ADP
cet-15017	97	11	the	the	DET
cet-15017	97	12	university	university	NOUN
cet-15017	97	13	building	building	NOUN
cet-15017	97	14	allows	allow	VERB
cet-15017	97	15	to	to	PART
cet-15017	97	16	reduce	reduce	VERB
cet-15017	97	17	heat	heat	NOUN
cet-15017	97	18	energy	energy	NOUN
cet-15017	97	19	consumption	consumption	NOUN
cet-15017	97	20	by	by	ADP
cet-15017	97	21	72.7	72.7	NUM
cet-15017	97	22	%	%	NOUN
cet-15017	97	23	.	.	PUNCT
cet-15017	98	1	the	the	DET
cet-15017	98	2	implementation	implementation	NOUN
cet-15017	98	3	of	of	ADP
cet-15017	98	4	optimal	optimal	ADJ
cet-15017	98	5	multi	multi	ADJ
cet-15017	98	6	-	-	ADJ
cet-15017	98	7	period	period	NOUN
cet-15017	98	8	investment	investment	NOUN
cet-15017	98	9	enables	enable	VERB
cet-15017	98	10	the	the	DET
cet-15017	98	11	decrease	decrease	NOUN
cet-15017	98	12	in	in	ADP
cet-15017	98	13	the	the	DET
cet-15017	98	14	costs	cost	NOUN
cet-15017	98	15	of	of	ADP
cet-15017	98	16	investment	investment	NOUN
cet-15017	98	17	resources	resource	NOUN
cet-15017	98	18	by	by	ADP
cet-15017	98	19	15.2	15.2	NUM
cet-15017	98	20	%	%	NOUN
cet-15017	98	21	with	with	ADP
cet-15017	98	22	the	the	DET
cet-15017	98	23	slightly	slightly	ADV
cet-15017	98	24	increased	increase	VERB
cet-15017	98	25	retrofit	retrofit	NOUN
cet-15017	98	26	period	period	NOUN
cet-15017	98	27	,	,	PUNCT
cet-15017	98	28	which	which	PRON
cet-15017	98	29	requires	require	VERB
cet-15017	98	30	an	an	DET
cet-15017	98	31	additional	additional	ADJ
cet-15017	98	32	0.2	0.2	NUM
cet-15017	98	33	y	y	NOUN
cet-15017	98	34	compared	compare	VERB
cet-15017	98	35	to	to	ADP
cet-15017	98	36	the	the	DET
cet-15017	98	37	strategy	strategy	NOUN
cet-15017	98	38	of	of	ADP
cet-15017	98	39	lump	lump	NOUN
cet-15017	98	40	-	-	PUNCT
cet-15017	98	41	sum	sum	NOUN
cet-15017	98	42	investment	investment	NOUN
cet-15017	98	43	.	.	PUNCT
cet-15017	99	1	a	a	DET
cet-15017	99	2	resulting	result	VERB
cet-15017	99	3	positive	positive	ADJ
cet-15017	99	4	integrated	integrated	ADJ
cet-15017	99	5	economic	economic	ADJ
cet-15017	99	6	effect	effect	NOUN
cet-15017	99	7	is	be	AUX
cet-15017	99	8	equal	equal	ADJ
cet-15017	99	9	to	to	ADP
cet-15017	99	10	12.1	12.1	NUM
cet-15017	99	11	%	%	NOUN
cet-15017	99	12	,	,	PUNCT
cet-15017	99	13	which	which	PRON
cet-15017	99	14	shows	show	VERB
cet-15017	99	15	the	the	DET
cet-15017	99	16	benefits	benefit	NOUN
cet-15017	99	17	of	of	ADP
cet-15017	99	18	the	the	DET
cet-15017	99	19	optimal	optimal	ADJ
cet-15017	99	20	investment	investment	NOUN
cet-15017	99	21	strategy	strategy	NOUN
cet-15017	99	22	during	during	ADP
cet-15017	99	23	the	the	DET
cet-15017	99	24	energy	energy	NOUN
cet-15017	99	25	system	system	NOUN
cet-15017	99	26	retrofit	retrofit	NOUN
cet-15017	99	27	.	.	PUNCT
cet-15017	100	1	the	the	DET
cet-15017	100	2	adaptation	adaptation	NOUN
cet-15017	100	3	of	of	ADP
cet-15017	100	4	the	the	DET
cet-15017	100	5	current	current	ADJ
cet-15017	100	6	approach	approach	NOUN
cet-15017	100	7	for	for	ADP
cet-15017	100	8	building	build	VERB
cet-15017	100	9	energy	energy	NOUN
cet-15017	100	10	management	management	NOUN
cet-15017	100	11	systems	system	NOUN
cet-15017	100	12	integrated	integrate	VERB
cet-15017	100	13	with	with	ADP
cet-15017	100	14	electricity	electricity	NOUN
cet-15017	100	15	consumption	consumption	NOUN
cet-15017	100	16	and	and	CCONJ
cet-15017	100	17	renewable	renewable	ADJ
cet-15017	100	18	energy	energy	NOUN
cet-15017	100	19	sources	source	NOUN
cet-15017	100	20	is	be	AUX
cet-15017	100	21	the	the	DET
cet-15017	100	22	subject	subject	NOUN
cet-15017	100	23	of	of	ADP
cet-15017	100	24	future	future	ADJ
cet-15017	100	25	work	work	NOUN
cet-15017	100	26	.	.	PUNCT
cet-15017	101	1	acknowledgements	acknowledgement	NOUN
cet-15017	101	2	olga	olga	PROPN
cet-15017	101	3	arsenyeva	arsenyeva	PROPN
cet-15017	101	4	is	be	AUX
cet-15017	101	5	grateful	grateful	ADJ
cet-15017	101	6	for	for	ADP
cet-15017	101	7	receiving	receive	VERB
cet-15017	101	8	the	the	DET
cet-15017	101	9	philipp	philipp	PROPN
cet-15017	101	10	schwartz	schwartz	PROPN
cet-15017	101	11	funding	funding	PROPN
cet-15017	101	12	grant	grant	NOUN
cet-15017	101	13	for	for	ADP
cet-15017	101	14	threatened	threatened	ADJ
cet-15017	101	15	researchers	researcher	NOUN
cet-15017	101	16	from	from	ADP
cet-15017	101	17	paderborn	paderborn	ADJ
cet-15017	101	18	university	university	NOUN
cet-15017	101	19	within	within	ADP
cet-15017	101	20	the	the	DET
cet-15017	101	21	framework	framework	NOUN
cet-15017	101	22	of	of	ADP
cet-15017	101	23	the	the	DET
cet-15017	101	24	philipp	philipp	PROPN
cet-15017	101	25	schwartz	schwartz	PROPN
cet-15017	101	26	initiative	initiative	NOUN
cet-15017	101	27	of	of	ADP
cet-15017	101	28	the	the	DET
cet-15017	101	29	alexander	alexander	PROPN
cet-15017	101	30	von	von	PROPN
cet-15017	101	31	humboldt	humboldt	PROPN
cet-15017	101	32	foundation	foundation	PROPN
cet-15017	101	33	.	.	PUNCT
cet-15017	102	1	references	reference	NOUN
cet-15017	102	2	fahlstedt	fahlstedt	PROPN
cet-15017	102	3	o.	o.	PROPN
cet-15017	102	4	,	,	PUNCT
cet-15017	102	5	temeljotov	temeljotov	NOUN
cet-15017	102	6	-	-	PUNCT
cet-15017	102	7	salaj	salaj	NOUN
cet-15017	102	8	a.	a.	NOUN
cet-15017	102	9	,	,	PUNCT
cet-15017	102	10	lohne	lohne	PROPN
cet-15017	102	11	j.	j.	PROPN
cet-15017	102	12	,	,	PUNCT
cet-15017	102	13	bohne	bohne	PROPN
cet-15017	102	14	r.a	r.a	PROPN
cet-15017	102	15	.	.	PROPN
cet-15017	102	16	,	,	PUNCT
cet-15017	102	17	2022	2022	NUM
cet-15017	102	18	,	,	PUNCT
cet-15017	102	19	holistic	holistic	ADJ
cet-15017	102	20	assessment	assessment	NOUN
cet-15017	102	21	of	of	ADP
cet-15017	102	22	carbon	carbon	NOUN
cet-15017	102	23	abatement	abatement	NOUN
cet-15017	102	24	strategies	strategy	NOUN
cet-15017	102	25	in	in	ADP
cet-15017	102	26	building	build	VERB
cet-15017	102	27	refurbishment	refurbishment	ADJ
cet-15017	102	28	literature	literature	NOUN
cet-15017	102	29	—	—	PUNCT
cet-15017	102	30	a	a	DET
cet-15017	102	31	scoping	scoping	NOUN
cet-15017	102	32	review	review	NOUN
cet-15017	102	33	.	.	PUNCT
cet-15017	103	1	renewable	renewable	ADJ
cet-15017	103	2	and	and	CCONJ
cet-15017	103	3	sustainable	sustainable	ADJ
cet-15017	103	4	energy	energy	NOUN
cet-15017	103	5	reviews	review	NOUN
cet-15017	103	6	,	,	PUNCT
cet-15017	103	7	167	167	NUM
cet-15017	103	8	,	,	PUNCT
cet-15017	103	9	112636	112636	NUM
cet-15017	103	10	.	.	PUNCT
cet-15017	104	1	iea	iea	NOUN
cet-15017	104	2	,	,	PUNCT
cet-15017	104	3	2022	2022	NUM
cet-15017	104	4	,	,	PUNCT
cet-15017	104	5	world	world	NOUN
cet-15017	104	6	energy	energy	NOUN
cet-15017	104	7	outlook	outlook	NOUN
cet-15017	104	8	2022	2022	NUM
cet-15017	104	9	.	.	PUNCT
cet-15017	105	1	license	license	NOUN
cet-15017	105	2	:	:	PUNCT
cet-15017	105	3	cc	cc	VERB
cet-15017	105	4	by	by	ADP
cet-15017	105	5	4.0	4.0	NUM
cet-15017	105	6	(	(	PUNCT
cet-15017	105	7	report	report	NOUN
cet-15017	105	8	)	)	PUNCT
cet-15017	105	9	;	;	PUNCT
cet-15017	105	10	cc	cc	PROPN
cet-15017	105	11	by	by	ADP
cet-15017	105	12	nc	nc	PROPN
cet-15017	105	13	sa	sa	PROPN
cet-15017	105	14	4.0	4.0	NUM
cet-15017	105	15	(	(	PUNCT
cet-15017	105	16	annex	annex	VERB
cet-15017	105	17	a	a	DET
cet-15017	105	18	)	)	PUNCT
cet-15017	105	19	international	international	ADJ
cet-15017	105	20	energy	energy	NOUN
cet-15017	105	21	agency	agency	NOUN
cet-15017	105	22	,	,	PUNCT
cet-15017	105	23	paris	paris	PROPN
cet-15017	105	24	,	,	PUNCT
cet-15017	105	25	france	france	PROPN
cet-15017	105	26	.	.	PUNCT
cet-15017	106	1	pedone	pedone	PROPN
cet-15017	106	2	l.	l.	PROPN
cet-15017	106	3	,	,	PUNCT
cet-15017	106	4	molaioni	molaioni	PROPN
cet-15017	106	5	f.	f.	PROPN
cet-15017	106	6	,	,	PUNCT
cet-15017	106	7	vallati	vallati	NOUN
cet-15017	106	8	a.	a.	NOUN
cet-15017	106	9	,	,	PUNCT
cet-15017	106	10	pampanin	pampanin	PROPN
cet-15017	106	11	s	s	PROPN
cet-15017	106	12	,	,	PUNCT
cet-15017	106	13	2023	2023	NUM
cet-15017	106	14	,	,	PUNCT
cet-15017	106	15	energy	energy	NOUN
cet-15017	106	16	refurbishment	refurbishment	NOUN
cet-15017	106	17	planning	planning	NOUN
cet-15017	106	18	of	of	ADP
cet-15017	106	19	italian	italian	ADJ
cet-15017	106	20	school	school	NOUN
cet-15017	106	21	buildings	building	NOUN
cet-15017	106	22	using	use	VERB
cet-15017	106	23	data	data	NOUN
cet-15017	106	24	-	-	PUNCT
cet-15017	106	25	driven	drive	VERB
cet-15017	106	26	predictive	predictive	ADJ
cet-15017	106	27	models	model	NOUN
cet-15017	106	28	.	.	PUNCT
cet-15017	107	1	applied	apply	VERB
cet-15017	107	2	energy	energy	NOUN
cet-15017	107	3	,	,	PUNCT
cet-15017	107	4	350	350	NUM
cet-15017	107	5	,	,	PUNCT
cet-15017	107	6	121730	121730	NUM
cet-15017	107	7	.	.	PUNCT
cet-15017	108	1	polyvianchuk	polyvianchuk	PROPN
cet-15017	108	2	a.	a.	PROPN
cet-15017	108	3	,	,	PUNCT
cet-15017	108	4	malyarenko	malyarenko	PROPN
cet-15017	108	5	v.	v.	PROPN
cet-15017	108	6	,	,	PUNCT
cet-15017	108	7	semenenko	semenenko	PROPN
cet-15017	108	8	r.	r.	PROPN
cet-15017	108	9	,	,	PUNCT
cet-15017	108	10	gura	gura	PROPN
cet-15017	108	11	k.	k.	PROPN
cet-15017	108	12	,	,	PUNCT
cet-15017	108	13	varbanov	varbanov	PROPN
cet-15017	108	14	p.s	p.s	INTJ
cet-15017	108	15	.	.	PROPN
cet-15017	108	16	,	,	PUNCT
cet-15017	108	17	arsenyeva	arsenyeva	PROPN
cet-15017	108	18	o.	o.	PROPN
cet-15017	108	19	,	,	PUNCT
cet-15017	108	20	2023a	2023a	NUM
cet-15017	108	21	,	,	PUNCT
cet-15017	108	22	the	the	DET
cet-15017	108	23	generalpurpose	generalpurpose	NOUN
cet-15017	108	24	approach	approach	NOUN
cet-15017	108	25	for	for	ADP
cet-15017	108	26	estimation	estimation	NOUN
cet-15017	108	27	of	of	ADP
cet-15017	108	28	residential	residential	ADJ
cet-15017	108	29	heating	heating	NOUN
cet-15017	108	30	systems	system	NOUN
cet-15017	108	31	efficiency	efficiency	NOUN
cet-15017	108	32	using	use	VERB
cet-15017	108	33	the	the	DET
cet-15017	108	34	various	various	ADJ
cet-15017	108	35	energy	energy	NOUN
cet-15017	108	36	sources	source	NOUN
cet-15017	108	37	.	.	PUNCT
cet-15017	109	1	energy	energy	NOUN
cet-15017	109	2	and	and	CCONJ
cet-15017	109	3	buildings	building	NOUN
cet-15017	109	4	,	,	PUNCT
cet-15017	109	5	296	296	NUM
cet-15017	109	6	,	,	PUNCT
cet-15017	109	7	113390	113390	NUM
cet-15017	109	8	.	.	PUNCT
cet-15017	110	1	polyvianchuk	polyvianchuk	PROPN
cet-15017	110	2	a.	a.	PROPN
cet-15017	110	3	,	,	PUNCT
cet-15017	110	4	semenenko	semenenko	PROPN
cet-15017	110	5	r.	r.	PROPN
cet-15017	110	6	,	,	PUNCT
cet-15017	110	7	kapustenko	kapustenko	PROPN
cet-15017	110	8	p.	p.	PROPN
cet-15017	110	9	,	,	PUNCT
cet-15017	110	10	klemeš	klemeš	PROPN
cet-15017	110	11	j.j	j.j	PROPN
cet-15017	110	12	.	.	PROPN
cet-15017	110	13	,	,	PUNCT
cet-15017	110	14	arsenyeva	arsenyeva	PROPN
cet-15017	110	15	o.	o.	PROPN
cet-15017	110	16	,	,	PUNCT
cet-15017	110	17	2023b	2023b	NUM
cet-15017	110	18	,	,	PUNCT
cet-15017	110	19	the	the	DET
cet-15017	110	20	efficiency	efficiency	NOUN
cet-15017	110	21	of	of	ADP
cet-15017	110	22	innovative	innovative	ADJ
cet-15017	110	23	technologies	technology	NOUN
cet-15017	110	24	for	for	ADP
cet-15017	110	25	transition	transition	NOUN
cet-15017	110	26	to	to	ADP
cet-15017	110	27	4th	4th	ADJ
cet-15017	110	28	generation	generation	NOUN
cet-15017	110	29	of	of	ADP
cet-15017	110	30	district	district	NOUN
cet-15017	110	31	heating	heating	NOUN
cet-15017	110	32	systems	system	NOUN
cet-15017	110	33	in	in	ADP
cet-15017	110	34	ukraine	ukraine	PROPN
cet-15017	110	35	.	.	PUNCT
cet-15017	111	1	energy	energy	NOUN
cet-15017	111	2	,	,	PUNCT
cet-15017	111	3	263	263	NUM
cet-15017	111	4	,	,	PUNCT
cet-15017	111	5	125876	125876	NUM
cet-15017	111	6	.	.	PUNCT
cet-15017	112	1	polyvianchuk	polyvianchuk	PROPN
cet-15017	112	2	а	а	PROPN
cet-15017	112	3	.	.	PROPN
cet-15017	112	4	,	,	PUNCT
cet-15017	112	5	romanenko	romanenko	PROPN
cet-15017	112	6	s.	s.	PROPN
cet-15017	112	7	,	,	PUNCT
cet-15017	112	8	semenenko	semenenko	PROPN
cet-15017	112	9	r.	r.	PROPN
cet-15017	112	10	,	,	PUNCT
cet-15017	112	11	semenenko	semenenko	PROPN
cet-15017	112	12	l.	l.	PROPN
cet-15017	112	13	,	,	PUNCT
cet-15017	112	14	yeskova	yeskova	PROPN
cet-15017	112	15	к	к	PROPN
cet-15017	112	16	.	.	PROPN
cet-15017	112	17	,	,	PUNCT
cet-15017	112	18	2020	2020	NUM
cet-15017	112	19	,	,	PUNCT
cet-15017	112	20	complex	complex	ADJ
cet-15017	112	21	assessment	assessment	NOUN
cet-15017	112	22	of	of	ADP
cet-15017	112	23	the	the	DET
cet-15017	112	24	energy	energy	NOUN
cet-15017	112	25	-	-	PUNCT
cet-15017	112	26	saving	save	VERB
cet-15017	112	27	measures	measure	NOUN
cet-15017	112	28	effectiveness	effectiveness	NOUN
cet-15017	112	29	in	in	ADP
cet-15017	112	30	the	the	DET
cet-15017	112	31	field	field	NOUN
cet-15017	112	32	of	of	ADP
cet-15017	112	33	heat	heat	NOUN
cet-15017	112	34	supply	supply	NOUN
cet-15017	112	35	of	of	ADP
cet-15017	112	36	educational	educational	ADJ
cet-15017	112	37	institutions	institution	NOUN
cet-15017	112	38	.	.	PUNCT
cet-15017	113	1	municipal	municipal	ADJ
cet-15017	113	2	economy	economy	NOUN
cet-15017	113	3	of	of	ADP
cet-15017	113	4	cities	city	NOUN
cet-15017	113	5	,	,	PUNCT
cet-15017	113	6	4	4	NUM
cet-15017	113	7	,	,	PUNCT
cet-15017	113	8	122	122	NUM
cet-15017	113	9	-	-	SYM
cet-15017	113	10	126	126	NUM
cet-15017	113	11	.	.	PUNCT
cet-15017	114	1	richarz	richarz	PROPN
cet-15017	114	2	j.	j.	PROPN
cet-15017	114	3	,	,	PUNCT
cet-15017	114	4	henn	henn	PROPN
cet-15017	114	5	s.	s.	PROPN
cet-15017	114	6	,	,	PUNCT
cet-15017	114	7	osterhage	osterhage	NOUN
cet-15017	114	8	t.	t.	PROPN
cet-15017	114	9	,	,	PUNCT
cet-15017	114	10	müller	müller	PROPN
cet-15017	114	11	d.	d.	PROPN
cet-15017	114	12	,	,	PUNCT
cet-15017	114	13	2022	2022	NUM
cet-15017	114	14	,	,	PUNCT
cet-15017	114	15	optimal	optimal	ADJ
cet-15017	114	16	scheduling	scheduling	NOUN
cet-15017	114	17	of	of	ADP
cet-15017	114	18	modernization	modernization	NOUN
cet-15017	114	19	measures	measure	NOUN
cet-15017	114	20	for	for	ADP
cet-15017	114	21	typical	typical	ADJ
cet-15017	114	22	non	non	ADJ
cet-15017	114	23	-	-	ADJ
cet-15017	114	24	residential	residential	ADJ
cet-15017	114	25	buildings	building	NOUN
cet-15017	114	26	.	.	PUNCT
cet-15017	115	1	energy	energy	NOUN
cet-15017	115	2	,	,	PUNCT
cet-15017	115	3	238	238	NUM
cet-15017	115	4	,	,	PUNCT
cet-15017	115	5	121871	121871	NUM
cet-15017	115	6	.	.	PUNCT
cet-15017	116	1	sarmouk	sarmouk	NOUN
cet-15017	117	1	m.d	m.d	PROPN
cet-15017	117	2	.	.	PROPN
cet-15017	117	3	,	,	PUNCT
cet-15017	117	4	smaili	smaili	ADJ
cet-15017	117	5	a.	a.	NOUN
cet-15017	117	6	,	,	PUNCT
cet-15017	117	7	fellouah	fellouah	PROPN
cet-15017	117	8	h.	h.	PROPN
cet-15017	117	9	,	,	PUNCT
cet-15017	117	10	merabtine	merabtine	PROPN
cet-15017	117	11	a.	a.	PROPN
cet-15017	117	12	,	,	PUNCT
cet-15017	117	13	2022	2022	NUM
cet-15017	117	14	,	,	PUNCT
cet-15017	117	15	energy	energy	NOUN
cet-15017	117	16	and	and	CCONJ
cet-15017	117	17	economic	economic	ADJ
cet-15017	117	18	assessment	assessment	NOUN
cet-15017	117	19	of	of	ADP
cet-15017	117	20	a	a	DET
cet-15017	117	21	hybrid	hybrid	ADJ
cet-15017	117	22	solar	solar	ADJ
cet-15017	117	23	/	/	SYM
cet-15017	117	24	gas	gas	NOUN
cet-15017	117	25	heating	heating	NOUN
cet-15017	117	26	system	system	NOUN
cet-15017	117	27	using	use	VERB
cet-15017	117	28	a	a	DET
cet-15017	117	29	combined	combine	VERB
cet-15017	117	30	statistical	statistical	ADJ
cet-15017	117	31	-	-	PUNCT
cet-15017	117	32	based	base	VERB
cet-15017	117	33	multi	multi	ADJ
cet-15017	117	34	-	-	ADJ
cet-15017	117	35	objective	objective	ADJ
cet-15017	117	36	optimization	optimization	NOUN
cet-15017	117	37	method	method	NOUN
cet-15017	117	38	.	.	PUNCT
cet-15017	118	1	journal	journal	NOUN
cet-15017	118	2	of	of	ADP
cet-15017	118	3	building	build	VERB
cet-15017	118	4	engineering	engineering	NOUN
cet-15017	118	5	,	,	PUNCT
cet-15017	118	6	59	59	NUM
cet-15017	118	7	,	,	PUNCT
cet-15017	118	8	105095	105095	NUM
cet-15017	118	9	.	.	PUNCT
cet-15017	119	1	valančius	valančius	PROPN
cet-15017	119	2	k.	k.	PROPN
cet-15017	119	3	,	,	PUNCT
cet-15017	119	4	grinevičiūtė	grinevičiūtė	NOUN
cet-15017	119	5	m.	m.	NOUN
cet-15017	119	6	,	,	PUNCT
cet-15017	119	7	streckienė	streckienė	PROPN
cet-15017	119	8	g.	g.	PROPN
cet-15017	119	9	,	,	PUNCT
cet-15017	119	10	2022	2022	NUM
cet-15017	119	11	,	,	PUNCT
cet-15017	119	12	heating	heating	NOUN
cet-15017	119	13	and	and	CCONJ
cet-15017	119	14	cooling	cool	VERB
cet-15017	119	15	primary	primary	ADJ
cet-15017	119	16	energy	energy	NOUN
cet-15017	119	17	demand	demand	NOUN
cet-15017	119	18	and	and	CCONJ
cet-15017	119	19	co2	co2	NOUN
cet-15017	119	20	emissions	emission	NOUN
cet-15017	119	21	:	:	PUNCT
cet-15017	119	22	lithuanian	lithuanian	NOUN
cet-15017	119	23	a+	a+	PUNCT
cet-15017	119	24	buildings	building	NOUN
cet-15017	119	25	and	and	CCONJ
cet-15017	119	26	/	/	SYM
cet-15017	119	27	in	in	ADP
cet-15017	119	28	different	different	ADJ
cet-15017	119	29	european	european	ADJ
cet-15017	119	30	locations	location	NOUN
cet-15017	119	31	.	.	PUNCT
cet-15017	120	1	buildings	building	NOUN
cet-15017	120	2	,	,	PUNCT
cet-15017	120	3	12	12	NUM
cet-15017	120	4	,	,	PUNCT
cet-15017	120	5	570	570	NUM
cet-15017	120	6	.	.	PUNCT
cet-15017	121	1	wirtz	wirtz	PROPN
cet-15017	121	2	m.	m.	PROPN
cet-15017	121	3	,	,	PUNCT
cet-15017	121	4	heleno	heleno	PROPN
cet-15017	121	5	m.	m.	PROPN
cet-15017	121	6	,	,	PUNCT
cet-15017	121	7	romberg	romberg	PROPN
cet-15017	121	8	h.	h.	PROPN
cet-15017	121	9	,	,	PUNCT
cet-15017	121	10	schreiber	schreiber	PROPN
cet-15017	121	11	t.	t.	PROPN
cet-15017	121	12	,	,	PUNCT
cet-15017	121	13	müller	müller	PROPN
cet-15017	121	14	d.	d.	PROPN
cet-15017	121	15	,	,	PUNCT
cet-15017	121	16	2023	2023	NUM
cet-15017	121	17	,	,	PUNCT
cet-15017	121	18	multi	multi	ADJ
cet-15017	121	19	-	-	ADJ
cet-15017	121	20	period	period	ADJ
cet-15017	121	21	design	design	NOUN
cet-15017	121	22	optimization	optimization	NOUN
cet-15017	121	23	for	for	ADP
cet-15017	121	24	a	a	DET
cet-15017	121	25	5th	5th	ADJ
cet-15017	121	26	generation	generation	NOUN
cet-15017	121	27	district	district	NOUN
cet-15017	121	28	heating	heating	NOUN
cet-15017	121	29	and	and	CCONJ
cet-15017	121	30	cooling	cool	VERB
cet-15017	121	31	network	network	NOUN
cet-15017	121	32	.	.	PUNCT
cet-15017	122	1	energy	energy	NOUN
cet-15017	122	2	and	and	CCONJ
cet-15017	122	3	buildings	building	NOUN
cet-15017	122	4	,	,	PUNCT
cet-15017	122	5	284	284	NUM
cet-15017	122	6	,	,	PUNCT
cet-15017	122	7	112858	112858	NUM
cet-15017	122	8	.	.	PUNCT
cet-15017	123	1	wu	wu	PROPN
cet-15017	123	2	r.	r.	PROPN
cet-15017	123	3	,	,	PUNCT
cet-15017	123	4	mavromatidis	mavromatidis	PROPN
cet-15017	123	5	g.	g.	PROPN
cet-15017	123	6	,	,	PUNCT
cet-15017	123	7	orehounig	orehounig	PROPN
cet-15017	123	8	k.	k.	PROPN
cet-15017	123	9	,	,	PUNCT
cet-15017	123	10	carmeliet	carmeliet	PROPN
cet-15017	123	11	j.	j.	PROPN
cet-15017	123	12	,	,	PUNCT
cet-15017	123	13	2017	2017	NUM
cet-15017	123	14	,	,	PUNCT
cet-15017	123	15	multiobjective	multiobjective	ADJ
cet-15017	123	16	optimisation	optimisation	NOUN
cet-15017	123	17	of	of	ADP
cet-15017	123	18	energy	energy	NOUN
cet-15017	123	19	systems	system	NOUN
cet-15017	123	20	and	and	CCONJ
cet-15017	123	21	building	building	NOUN
cet-15017	123	22	envelope	envelope	NOUN
cet-15017	123	23	retrofit	retrofit	NOUN
cet-15017	123	24	in	in	ADP
cet-15017	123	25	a	a	DET
cet-15017	123	26	residential	residential	ADJ
cet-15017	123	27	community	community	NOUN
cet-15017	123	28	.	.	PUNCT
cet-15017	124	1	applied	apply	VERB
cet-15017	124	2	energy	energy	NOUN
cet-15017	124	3	,	,	PUNCT
cet-15017	124	4	190	190	NUM
cet-15017	124	5	,	,	PUNCT
cet-15017	124	6	634	634	NUM
cet-15017	124	7	-	-	SYM
cet-15017	124	8	649	649	NUM
cet-15017	124	9	.	.	PUNCT
cet-15017	124	10	672	672	NUM