id	sid	tid	token	lemma	pos
cet-12868	1	1	cet	cet	PROPN
cet-12868	1	2	96	96	NUM
cet-12868	1	3	doi	doi	NOUN
cet-12868	1	4	:	:	PUNCT
cet-12868	1	5	10.3303	10.3303	NUM
cet-12868	1	6	/	/	SYM
cet-12868	1	7	cet2296021	cet2296021	NOUN
cet-12868	1	8	paper	paper	NOUN
cet-12868	1	9	received	receive	VERB
cet-12868	1	10	:	:	PUNCT
cet-12868	1	11	16	16	NUM
cet-12868	1	12	january	january	PROPN
cet-12868	1	13	2022	2022	NUM
cet-12868	1	14	;	;	PUNCT
cet-12868	1	15	revised	revise	VERB
cet-12868	1	16	:	:	PUNCT
cet-12868	1	17	10	10	NUM
cet-12868	1	18	august	august	PROPN
cet-12868	1	19	2022	2022	NUM
cet-12868	1	20	;	;	PUNCT
cet-12868	1	21	accepted	accept	VERB
cet-12868	1	22	:	:	PUNCT
cet-12868	1	23	31	31	NUM
cet-12868	1	24	july	july	NOUN
cet-12868	1	25	2022	2022	NUM
cet-12868	1	26	please	please	INTJ
cet-12868	1	27	cite	cite	VERB
cet-12868	1	28	this	this	DET
cet-12868	1	29	article	article	NOUN
cet-12868	1	30	as	as	ADP
cet-12868	1	31	:	:	PUNCT
cet-12868	1	32	petrucciani	petrucciani	ADJ
cet-12868	1	33	a.	a.	NOUN
cet-12868	1	34	,	,	PUNCT
cet-12868	1	35	zaccara	zaccara	PROPN
cet-12868	1	36	a.	a.	PROPN
cet-12868	1	37	,	,	PUNCT
cet-12868	1	38	matino	matino	PROPN
cet-12868	1	39	i.	i.	PROPN
cet-12868	1	40	,	,	PUNCT
cet-12868	1	41	colla	colla	PROPN
cet-12868	1	42	v.	v.	PROPN
cet-12868	1	43	,	,	PUNCT
cet-12868	1	44	ferrer	ferrer	PROPN
cet-12868	1	45	m.	m.	PROPN
cet-12868	1	46	,	,	PUNCT
cet-12868	1	47	2022	2022	NUM
cet-12868	1	48	,	,	PUNCT
cet-12868	1	49	flowsheet	flowsheet	ADJ
cet-12868	1	50	model	model	NOUN
cet-12868	1	51	and	and	CCONJ
cet-12868	1	52	simulation	simulation	NOUN
cet-12868	1	53	of	of	ADP
cet-12868	1	54	produced	produce	VERB
cet-12868	1	55	slag	slag	NOUN
cet-12868	1	56	in	in	ADP
cet-12868	1	57	electric	electric	ADJ
cet-12868	1	58	steelmaking	steelmaking	NOUN
cet-12868	1	59	to	to	PART
cet-12868	1	60	improve	improve	VERB
cet-12868	1	61	resource	resource	NOUN
cet-12868	1	62	management	management	NOUN
cet-12868	1	63	and	and	CCONJ
cet-12868	1	64	circular	circular	ADJ
cet-12868	1	65	production	production	NOUN
cet-12868	1	66	,	,	PUNCT
cet-12868	1	67	chemical	chemical	NOUN
cet-12868	1	68	engineering	engineering	NOUN
cet-12868	1	69	transactions	transaction	NOUN
cet-12868	1	70	,	,	PUNCT
cet-12868	1	71	96	96	NUM
cet-12868	1	72	,	,	PUNCT
cet-12868	1	73	121	121	NUM
cet-12868	1	74	-	-	SYM
cet-12868	1	75	126	126	NUM
cet-12868	1	76	doi:10.3303	doi:10.3303	NOUN
cet-12868	1	77	/	/	SYM
cet-12868	1	78	cet2296021	cet2296021	NOUN
cet-12868	1	79	chemical	chemical	PROPN
cet-12868	1	80	engineering	engineering	NOUN
cet-12868	1	81	transactions	transaction	NOUN
cet-12868	1	82	vol	vol	NOUN
cet-12868	1	83	.	.	PROPN
cet-12868	2	1	96	96	NUM
cet-12868	2	2	,	,	PUNCT
cet-12868	2	3	2022	2022	NUM
cet-12868	2	4	a	a	DET
cet-12868	2	5	publication	publication	NOUN
cet-12868	2	6	of	of	ADP
cet-12868	2	7	the	the	DET
cet-12868	2	8	italian	italian	ADJ
cet-12868	2	9	association	association	NOUN
cet-12868	2	10	of	of	ADP
cet-12868	2	11	chemical	chemical	PROPN
cet-12868	2	12	engineering	engineering	NOUN
cet-12868	2	13	online	online	ADV
cet-12868	2	14	at	at	ADP
cet-12868	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-12868	2	16	guest	guest	NOUN
cet-12868	2	17	editors	editor	NOUN
cet-12868	2	18	:	:	PUNCT
cet-12868	2	19	david	david	PROPN
cet-12868	2	20	bogle	bogle	PROPN
cet-12868	2	21	,	,	PUNCT
cet-12868	2	22	flavio	flavio	PROPN
cet-12868	2	23	manenti	manenti	PROPN
cet-12868	2	24	,	,	PUNCT
cet-12868	2	25	piero	piero	PROPN
cet-12868	2	26	salatino	salatino	PROPN
cet-12868	2	27	copyright	copyright	NOUN
cet-12868	2	28	©	©	PROPN
cet-12868	2	29	2022	2022	NUM
cet-12868	2	30	,	,	PUNCT
cet-12868	2	31	aidic	aidic	ADJ
cet-12868	2	32	servizi	servizi	PROPN
cet-12868	2	33	s.r.l	s.r.l	PROPN
cet-12868	2	34	.	.	PUNCT
cet-12868	3	1	isbn	isbn	ADJ
cet-12868	3	2	978	978	NUM
cet-12868	3	3	-	-	SYM
cet-12868	3	4	88	88	NUM
cet-12868	3	5	-	-	PUNCT
cet-12868	3	6	95608	95608	NUM
cet-12868	3	7	-	-	PUNCT
cet-12868	3	8	95	95	NUM
cet-12868	3	9	-	-	SYM
cet-12868	3	10	2	2	NUM
cet-12868	3	11	;	;	PUNCT
cet-12868	3	12	issn	issn	PROPN
cet-12868	3	13	2283	2283	NUM
cet-12868	3	14	-	-	SYM
cet-12868	3	15	9216	9216	NUM
cet-12868	3	16	flowsheet	flowsheet	ADJ
cet-12868	3	17	model	model	NOUN
cet-12868	3	18	and	and	CCONJ
cet-12868	3	19	simulation	simulation	NOUN
cet-12868	3	20	of	of	ADP
cet-12868	3	21	produced	produce	VERB
cet-12868	3	22	slag	slag	NOUN
cet-12868	3	23	in	in	ADP
cet-12868	3	24	electric	electric	ADJ
cet-12868	3	25	steelmaking	steelmaking	NOUN
cet-12868	3	26	to	to	PART
cet-12868	3	27	improve	improve	VERB
cet-12868	3	28	resource	resource	NOUN
cet-12868	3	29	management	management	NOUN
cet-12868	3	30	and	and	CCONJ
cet-12868	3	31	circular	circular	ADJ
cet-12868	3	32	production	production	NOUN
cet-12868	3	33	alice	alice	PROPN
cet-12868	3	34	petrucciania	petrucciania	PROPN
cet-12868	3	35	,	,	PUNCT
cet-12868	3	36	*	*	PROPN
cet-12868	3	37	,	,	PUNCT
cet-12868	3	38	antonella	antonella	PROPN
cet-12868	3	39	zaccaraa	zaccaraa	PROPN
cet-12868	3	40	,	,	PUNCT
cet-12868	3	41	ismael	ismael	PROPN
cet-12868	3	42	matinoa	matinoa	PROPN
cet-12868	3	43	,	,	PUNCT
cet-12868	3	44	valentina	valentina	PROPN
cet-12868	3	45	collaa	collaa	PROPN
cet-12868	3	46	,	,	PUNCT
cet-12868	3	47	maría	maría	PROPN
cet-12868	3	48	ferrerb	ferrerb	VERB
cet-12868	3	49	a	a	DET
cet-12868	3	50	scuola	scuola	NOUN
cet-12868	3	51	superiore	superiore	NOUN
cet-12868	3	52	sant’anna	sant’anna	NOUN
cet-12868	3	53	,	,	PUNCT
cet-12868	3	54	tecip	tecip	PROPN
cet-12868	3	55	institute	institute	PROPN
cet-12868	3	56	–	–	PUNCT
cet-12868	3	57	ict	ict	NOUN
cet-12868	3	58	-	-	PUNCT
cet-12868	3	59	coisp	coisp	NOUN
cet-12868	3	60	,	,	PUNCT
cet-12868	3	61	via	via	ADP
cet-12868	3	62	moruzzi	moruzzi	NOUN
cet-12868	3	63	1	1	NUM
cet-12868	3	64	,	,	PUNCT
cet-12868	3	65	56124	56124	NUM
cet-12868	3	66	,	,	PUNCT
cet-12868	3	67	pisa	pisa	PROPN
cet-12868	3	68	,	,	PUNCT
cet-12868	3	69	italy	italy	PROPN
cet-12868	3	70	b	b	PROPN
cet-12868	3	71	sidenor	sidenor	PROPN
cet-12868	3	72	i+d	i+d	NUM
cet-12868	3	73	alice.petrucciani@santannapisa.it	alice.petrucciani@santannapisa.it	NOUN
cet-12868	3	74	the	the	DET
cet-12868	3	75	steel	steel	NOUN
cet-12868	3	76	industry	industry	NOUN
cet-12868	3	77	is	be	AUX
cet-12868	3	78	one	one	NUM
cet-12868	3	79	of	of	ADP
cet-12868	3	80	the	the	DET
cet-12868	3	81	most	most	ADV
cet-12868	3	82	energy	energy	NOUN
cet-12868	3	83	-	-	PUNCT
cet-12868	3	84	intensive	intensive	ADJ
cet-12868	3	85	sectors	sector	NOUN
cet-12868	3	86	,	,	PUNCT
cet-12868	3	87	as	as	SCONJ
cet-12868	3	88	it	it	PRON
cet-12868	3	89	requires	require	VERB
cet-12868	3	90	a	a	DET
cet-12868	3	91	great	great	ADJ
cet-12868	3	92	amount	amount	NOUN
cet-12868	3	93	of	of	ADP
cet-12868	3	94	resources	resource	NOUN
cet-12868	3	95	and	and	CCONJ
cet-12868	3	96	produces	produce	VERB
cet-12868	3	97	a	a	DET
cet-12868	3	98	considerable	considerable	ADJ
cet-12868	3	99	quantity	quantity	NOUN
cet-12868	3	100	of	of	ADP
cet-12868	3	101	by	by	ADP
cet-12868	3	102	-	-	PUNCT
cet-12868	3	103	products	product	NOUN
cet-12868	3	104	,	,	PUNCT
cet-12868	3	105	with	with	ADP
cet-12868	3	106	not	not	PART
cet-12868	3	107	negligible	negligible	ADJ
cet-12868	3	108	environmental	environmental	ADJ
cet-12868	3	109	impact	impact	NOUN
cet-12868	3	110	.	.	PUNCT
cet-12868	4	1	therefore	therefore	ADV
cet-12868	4	2	,	,	PUNCT
cet-12868	4	3	the	the	DET
cet-12868	4	4	main	main	ADJ
cet-12868	4	5	challenge	challenge	NOUN
cet-12868	4	6	of	of	ADP
cet-12868	4	7	steelworks	steelwork	NOUN
cet-12868	4	8	consists	consist	VERB
cet-12868	4	9	in	in	ADP
cet-12868	4	10	improving	improve	VERB
cet-12868	4	11	sustainability	sustainability	NOUN
cet-12868	4	12	and	and	CCONJ
cet-12868	4	13	reducing	reduce	VERB
cet-12868	4	14	carbon	carbon	NOUN
cet-12868	4	15	footprint	footprint	NOUN
cet-12868	4	16	of	of	ADP
cet-12868	4	17	the	the	DET
cet-12868	4	18	production	production	NOUN
cet-12868	4	19	process	process	NOUN
cet-12868	4	20	,	,	PUNCT
cet-12868	4	21	by	by	ADP
cet-12868	4	22	ensuring	ensure	VERB
cet-12868	4	23	the	the	DET
cet-12868	4	24	required	require	VERB
cet-12868	4	25	quality	quality	NOUN
cet-12868	4	26	of	of	ADP
cet-12868	4	27	final	final	ADJ
cet-12868	4	28	products	product	NOUN
cet-12868	4	29	.	.	PUNCT
cet-12868	5	1	in	in	ADP
cet-12868	5	2	this	this	DET
cet-12868	5	3	context	context	NOUN
cet-12868	5	4	,	,	PUNCT
cet-12868	5	5	the	the	DET
cet-12868	5	6	reuse	reuse	NOUN
cet-12868	5	7	and	and	CCONJ
cet-12868	5	8	recycling	recycling	NOUN
cet-12868	5	9	of	of	ADP
cet-12868	5	10	by	by	ADP
cet-12868	5	11	-	-	PUNCT
cet-12868	5	12	products	product	NOUN
cet-12868	5	13	can	can	AUX
cet-12868	5	14	play	play	VERB
cet-12868	5	15	a	a	DET
cet-12868	5	16	key	key	ADJ
cet-12868	5	17	role	role	NOUN
cet-12868	5	18	in	in	ADP
cet-12868	5	19	preventing	prevent	VERB
cet-12868	5	20	their	their	PRON
cet-12868	5	21	landfilling	landfilling	NOUN
cet-12868	5	22	and	and	CCONJ
cet-12868	5	23	waste	waste	NOUN
cet-12868	5	24	of	of	ADP
cet-12868	5	25	valuable	valuable	ADJ
cet-12868	5	26	products	product	NOUN
cet-12868	5	27	,	,	PUNCT
cet-12868	5	28	reducing	reduce	VERB
cet-12868	5	29	the	the	DET
cet-12868	5	30	exploitation	exploitation	NOUN
cet-12868	5	31	of	of	ADP
cet-12868	5	32	primary	primary	ADJ
cet-12868	5	33	raw	raw	ADJ
cet-12868	5	34	materials	material	NOUN
cet-12868	5	35	,	,	PUNCT
cet-12868	5	36	decreasing	decrease	VERB
cet-12868	5	37	co2	co2	NOUN
cet-12868	5	38	emissions	emission	NOUN
cet-12868	5	39	,	,	PUNCT
cet-12868	5	40	and	and	CCONJ
cet-12868	5	41	supporting	support	VERB
cet-12868	5	42	the	the	DET
cet-12868	5	43	implementation	implementation	NOUN
cet-12868	5	44	of	of	ADP
cet-12868	5	45	the	the	DET
cet-12868	5	46	circular	circular	ADJ
cet-12868	5	47	economy	economy	NOUN
cet-12868	5	48	concept	concept	NOUN
cet-12868	5	49	.	.	PUNCT
cet-12868	6	1	in	in	ADP
cet-12868	6	2	particular	particular	ADJ
cet-12868	6	3	,	,	PUNCT
cet-12868	6	4	one	one	NUM
cet-12868	6	5	of	of	ADP
cet-12868	6	6	the	the	DET
cet-12868	6	7	main	main	ADJ
cet-12868	6	8	by	by	ADP
cet-12868	6	9	-	-	PUNCT
cet-12868	6	10	products	product	NOUN
cet-12868	6	11	is	be	AUX
cet-12868	6	12	slag	slag	NOUN
cet-12868	6	13	,	,	PUNCT
cet-12868	6	14	which	which	PRON
cet-12868	6	15	can	can	AUX
cet-12868	6	16	be	be	AUX
cet-12868	6	17	used	use	VERB
cet-12868	6	18	as	as	ADP
cet-12868	6	19	a	a	DET
cet-12868	6	20	potentially	potentially	ADV
cet-12868	6	21	valuable	valuable	ADJ
cet-12868	6	22	source	source	NOUN
cet-12868	6	23	of	of	ADP
cet-12868	6	24	secondary	secondary	ADJ
cet-12868	6	25	raw	raw	ADJ
cet-12868	6	26	materials	material	NOUN
cet-12868	6	27	,	,	PUNCT
cet-12868	6	28	leading	lead	VERB
cet-12868	6	29	to	to	ADP
cet-12868	6	30	a	a	DET
cet-12868	6	31	substantial	substantial	ADJ
cet-12868	6	32	reduction	reduction	NOUN
cet-12868	6	33	of	of	ADP
cet-12868	6	34	natural	natural	ADJ
cet-12868	6	35	resources	resource	NOUN
cet-12868	6	36	usage	usage	NOUN
cet-12868	6	37	and	and	CCONJ
cet-12868	6	38	related	related	ADJ
cet-12868	6	39	costs	cost	NOUN
cet-12868	6	40	.	.	PUNCT
cet-12868	7	1	this	this	DET
cet-12868	7	2	paper	paper	NOUN
cet-12868	7	3	concerns	concern	NOUN
cet-12868	7	4	part	part	NOUN
cet-12868	7	5	of	of	ADP
cet-12868	7	6	the	the	DET
cet-12868	7	7	work	work	NOUN
cet-12868	7	8	developed	develop	VERB
cet-12868	7	9	inside	inside	ADP
cet-12868	7	10	the	the	DET
cet-12868	7	11	eu	eu	PROPN
cet-12868	7	12	-	-	ADJ
cet-12868	7	13	funded	fund	VERB
cet-12868	7	14	project	project	NOUN
cet-12868	7	15	entitled	entitle	VERB
cet-12868	7	16	“	"	PUNCT
cet-12868	7	17	optimising	optimise	VERB
cet-12868	7	18	slag	slag	NOUN
cet-12868	7	19	reuse	reuse	NOUN
cet-12868	7	20	and	and	CCONJ
cet-12868	7	21	recycling	recycling	NOUN
cet-12868	7	22	in	in	ADP
cet-12868	7	23	electric	electric	ADJ
cet-12868	7	24	steelmaking	steelmaking	NOUN
cet-12868	7	25	at	at	ADP
cet-12868	7	26	optimum	optimum	ADJ
cet-12868	7	27	metallurgical	metallurgical	ADJ
cet-12868	7	28	performance	performance	NOUN
cet-12868	7	29	through	through	ADP
cet-12868	7	30	on	on	ADP
cet-12868	7	31	-	-	PUNCT
cet-12868	7	32	line	line	NOUN
cet-12868	7	33	characterization	characterization	NOUN
cet-12868	7	34	devices	device	NOUN
cet-12868	7	35	and	and	CCONJ
cet-12868	7	36	intelligent	intelligent	ADJ
cet-12868	7	37	decision	decision	NOUN
cet-12868	7	38	support	support	NOUN
cet-12868	7	39	system	system	NOUN
cet-12868	7	40	–	–	PUNCT
cet-12868	7	41	islag	islag	NOUN
cet-12868	7	42	”	"	PUNCT
cet-12868	7	43	.	.	PUNCT
cet-12868	8	1	the	the	DET
cet-12868	8	2	main	main	ADJ
cet-12868	8	3	focus	focus	NOUN
cet-12868	8	4	of	of	ADP
cet-12868	8	5	this	this	DET
cet-12868	8	6	project	project	NOUN
cet-12868	8	7	is	be	AUX
cet-12868	8	8	the	the	DET
cet-12868	8	9	valorisation	valorisation	NOUN
cet-12868	8	10	of	of	ADP
cet-12868	8	11	slags	slag	NOUN
cet-12868	8	12	produced	produce	VERB
cet-12868	8	13	in	in	ADP
cet-12868	8	14	the	the	DET
cet-12868	8	15	electric	electric	ADJ
cet-12868	8	16	steelmaking	steelmaking	NOUN
cet-12868	8	17	route	route	NOUN
cet-12868	8	18	,	,	PUNCT
cet-12868	8	19	by	by	ADP
cet-12868	8	20	defining	define	VERB
cet-12868	8	21	good	good	ADJ
cet-12868	8	22	practices	practice	NOUN
cet-12868	8	23	,	,	PUNCT
cet-12868	8	24	investigating	investigate	VERB
cet-12868	8	25	new	new	ADJ
cet-12868	8	26	recycling	recycling	NOUN
cet-12868	8	27	paths	path	NOUN
cet-12868	8	28	,	,	PUNCT
cet-12868	8	29	and	and	CCONJ
cet-12868	8	30	promoting	promote	VERB
cet-12868	8	31	industrial	industrial	ADJ
cet-12868	8	32	symbiosis	symbiosis	NOUN
cet-12868	8	33	solutions	solution	NOUN
cet-12868	8	34	.	.	PUNCT
cet-12868	9	1	in	in	ADP
cet-12868	9	2	this	this	DET
cet-12868	9	3	paper	paper	NOUN
cet-12868	9	4	,	,	PUNCT
cet-12868	9	5	the	the	DET
cet-12868	9	6	adaptation	adaptation	NOUN
cet-12868	9	7	and	and	CCONJ
cet-12868	9	8	the	the	DET
cet-12868	9	9	improvement	improvement	NOUN
cet-12868	9	10	of	of	ADP
cet-12868	9	11	a	a	DET
cet-12868	9	12	previously	previously	ADV
cet-12868	9	13	developed	develop	VERB
cet-12868	9	14	aspen	aspen	PROPN
cet-12868	9	15	plus	plus	CCONJ
cet-12868	9	16	®	®	NOUN
cet-12868	9	17	simulation	simulation	NOUN
cet-12868	9	18	model	model	NOUN
cet-12868	9	19	are	be	AUX
cet-12868	9	20	presented	present	VERB
cet-12868	9	21	to	to	PART
cet-12868	9	22	obtain	obtain	VERB
cet-12868	9	23	an	an	DET
cet-12868	9	24	accurate	accurate	ADJ
cet-12868	9	25	prediction	prediction	NOUN
cet-12868	9	26	of	of	ADP
cet-12868	9	27	slag	slag	NOUN
cet-12868	9	28	features	feature	NOUN
cet-12868	9	29	.	.	PUNCT
cet-12868	10	1	in	in	ADP
cet-12868	10	2	particular	particular	ADJ
cet-12868	10	3	,	,	PUNCT
cet-12868	10	4	the	the	DET
cet-12868	10	5	model	model	NOUN
cet-12868	10	6	estimates	estimate	NOUN
cet-12868	10	7	amount	amount	NOUN
cet-12868	10	8	and	and	CCONJ
cet-12868	10	9	composition	composition	NOUN
cet-12868	10	10	of	of	ADP
cet-12868	10	11	slags	slag	NOUN
cet-12868	10	12	produced	produce	VERB
cet-12868	10	13	in	in	ADP
cet-12868	10	14	the	the	DET
cet-12868	10	15	primary	primary	NOUN
cet-12868	10	16	and	and	CCONJ
cet-12868	10	17	the	the	DET
cet-12868	10	18	secondary	secondary	ADJ
cet-12868	10	19	steelmaking	steelmaking	NOUN
cet-12868	10	20	processes	process	NOUN
cet-12868	10	21	,	,	PUNCT
cet-12868	10	22	and	and	CCONJ
cet-12868	10	23	it	it	PRON
cet-12868	10	24	allows	allow	VERB
cet-12868	10	25	simulating	simulate	VERB
cet-12868	10	26	different	different	ADJ
cet-12868	10	27	case	case	NOUN
cet-12868	10	28	scenarios	scenario	NOUN
cet-12868	10	29	including	include	VERB
cet-12868	10	30	usual	usual	ADJ
cet-12868	10	31	and	and	CCONJ
cet-12868	10	32	unusual	unusual	ADJ
cet-12868	10	33	conditions	condition	NOUN
cet-12868	10	34	,	,	PUNCT
cet-12868	10	35	for	for	ADP
cet-12868	10	36	instance	instance	NOUN
cet-12868	10	37	,	,	PUNCT
cet-12868	10	38	process	process	NOUN
cet-12868	10	39	operating	operating	NOUN
cet-12868	10	40	conditions	condition	NOUN
cet-12868	10	41	,	,	PUNCT
cet-12868	10	42	raw	raw	ADJ
cet-12868	10	43	materials	material	NOUN
cet-12868	10	44	compositions	composition	NOUN
cet-12868	10	45	,	,	PUNCT
cet-12868	10	46	steel	steel	NOUN
cet-12868	10	47	families	family	NOUN
cet-12868	10	48	to	to	PART
cet-12868	10	49	be	be	AUX
cet-12868	10	50	produced	produce	VERB
cet-12868	10	51	.	.	PUNCT
cet-12868	11	1	in	in	ADP
cet-12868	11	2	addition	addition	NOUN
cet-12868	11	3	to	to	ADP
cet-12868	11	4	slag	slag	NOUN
cet-12868	11	5	features	feature	NOUN
cet-12868	11	6	,	,	PUNCT
cet-12868	11	7	product	product	NOUN
cet-12868	11	8	compositions	composition	NOUN
cet-12868	11	9	and	and	CCONJ
cet-12868	11	10	environmental	environmental	ADJ
cet-12868	11	11	and	and	CCONJ
cet-12868	11	12	energy	energy	NOUN
cet-12868	11	13	impacts	impact	NOUN
cet-12868	11	14	can	can	AUX
cet-12868	11	15	be	be	AUX
cet-12868	11	16	monitored	monitor	VERB
cet-12868	11	17	with	with	ADP
cet-12868	11	18	the	the	DET
cet-12868	11	19	model	model	NOUN
cet-12868	11	20	.	.	PUNCT
cet-12868	12	1	1	1	X
cet-12868	12	2	.	.	X
cet-12868	12	3	introduction	introduction	NOUN
cet-12868	12	4	in	in	ADP
cet-12868	12	5	recent	recent	ADJ
cet-12868	12	6	years	year	NOUN
cet-12868	12	7	,	,	PUNCT
cet-12868	12	8	resource	resource	NOUN
cet-12868	12	9	and	and	CCONJ
cet-12868	12	10	energy	energy	NOUN
cet-12868	12	11	-	-	PUNCT
cet-12868	12	12	intensive	intensive	ADJ
cet-12868	12	13	industries	industry	NOUN
cet-12868	12	14	are	be	AUX
cet-12868	12	15	undergoing	undergo	VERB
cet-12868	12	16	a	a	DET
cet-12868	12	17	profound	profound	ADJ
cet-12868	12	18	renovation	renovation	NOUN
cet-12868	12	19	:	:	PUNCT
cet-12868	12	20	efficiency	efficiency	NOUN
cet-12868	12	21	,	,	PUNCT
cet-12868	12	22	sustainability	sustainability	NOUN
cet-12868	12	23	,	,	PUNCT
cet-12868	12	24	circularity	circularity	NOUN
cet-12868	12	25	,	,	PUNCT
cet-12868	12	26	and	and	CCONJ
cet-12868	12	27	mitigation	mitigation	NOUN
cet-12868	12	28	of	of	ADP
cet-12868	12	29	environmental	environmental	ADJ
cet-12868	12	30	impact	impact	NOUN
cet-12868	12	31	have	have	AUX
cet-12868	12	32	become	become	VERB
cet-12868	12	33	priorities	priority	NOUN
cet-12868	12	34	along	along	ADP
cet-12868	12	35	with	with	ADP
cet-12868	12	36	productivity	productivity	NOUN
cet-12868	12	37	and	and	CCONJ
cet-12868	12	38	product	product	NOUN
cet-12868	12	39	quality	quality	NOUN
cet-12868	12	40	.	.	PUNCT
cet-12868	13	1	the	the	DET
cet-12868	13	2	steel	steel	NOUN
cet-12868	13	3	industry	industry	NOUN
cet-12868	13	4	fits	fit	VERB
cet-12868	13	5	into	into	ADP
cet-12868	13	6	this	this	DET
cet-12868	13	7	scenario	scenario	NOUN
cet-12868	13	8	,	,	PUNCT
cet-12868	13	9	being	be	AUX
cet-12868	13	10	a	a	DET
cet-12868	13	11	resourceand	resourceand	NOUN
cet-12868	13	12	energy	energy	NOUN
cet-12868	13	13	-	-	PUNCT
cet-12868	13	14	intensive	intensive	ADJ
cet-12868	13	15	sector	sector	NOUN
cet-12868	13	16	,	,	PUNCT
cet-12868	13	17	which	which	PRON
cet-12868	13	18	produces	produce	VERB
cet-12868	13	19	significant	significant	ADJ
cet-12868	13	20	volumes	volume	NOUN
cet-12868	13	21	of	of	ADP
cet-12868	13	22	by	by	ADP
cet-12868	13	23	-	-	PUNCT
cet-12868	13	24	products	product	NOUN
cet-12868	13	25	and	and	CCONJ
cet-12868	13	26	significantly	significantly	ADV
cet-12868	13	27	contributes	contribute	VERB
cet-12868	13	28	to	to	ADP
cet-12868	13	29	greenhouse	greenhouse	NOUN
cet-12868	13	30	gas	gas	NOUN
cet-12868	13	31	emissions	emission	NOUN
cet-12868	13	32	.	.	PUNCT
cet-12868	14	1	the	the	DET
cet-12868	14	2	steel	steel	NOUN
cet-12868	14	3	production	production	NOUN
cet-12868	14	4	processes	process	NOUN
cet-12868	14	5	generate	generate	VERB
cet-12868	14	6	different	different	ADJ
cet-12868	14	7	types	type	NOUN
cet-12868	14	8	of	of	ADP
cet-12868	14	9	by	by	ADP
cet-12868	14	10	-	-	PUNCT
cet-12868	14	11	products	product	NOUN
cet-12868	14	12	,	,	PUNCT
cet-12868	14	13	and	and	CCONJ
cet-12868	14	14	,	,	PUNCT
cet-12868	14	15	in	in	ADP
cet-12868	14	16	particular	particular	ADJ
cet-12868	14	17	,	,	PUNCT
cet-12868	14	18	slags	slag	NOUN
cet-12868	14	19	represent	represent	VERB
cet-12868	14	20	about	about	ADV
cet-12868	14	21	90	90	NUM
cet-12868	14	22	%	%	NOUN
cet-12868	14	23	by	by	ADP
cet-12868	14	24	mass	mass	NOUN
cet-12868	14	25	of	of	ADP
cet-12868	14	26	all	all	PRON
cet-12868	14	27	by	by	ADP
cet-12868	14	28	-	-	PUNCT
cet-12868	14	29	products	product	NOUN
cet-12868	14	30	(	(	PUNCT
cet-12868	14	31	world	world	NOUN
cet-12868	14	32	steel	steel	PROPN
cet-12868	14	33	association	association	NOUN
cet-12868	14	34	,	,	PUNCT
cet-12868	14	35	2021	2021	NUM
cet-12868	14	36	)	)	PUNCT
cet-12868	14	37	.	.	PUNCT
cet-12868	15	1	the	the	DET
cet-12868	15	2	improvement	improvement	NOUN
cet-12868	15	3	of	of	ADP
cet-12868	15	4	slags	slag	NOUN
cet-12868	15	5	re	re	VERB
cet-12868	15	6	-	-	NOUN
cet-12868	15	7	use	use	NOUN
cet-12868	15	8	and	and	CCONJ
cet-12868	15	9	recycling	recycling	NOUN
cet-12868	15	10	,	,	PUNCT
cet-12868	15	11	inside	inside	ADP
cet-12868	15	12	and	and	CCONJ
cet-12868	15	13	outside	outside	ADP
cet-12868	15	14	the	the	DET
cet-12868	15	15	steelmaking	steelmaking	NOUN
cet-12868	15	16	cycle	cycle	NOUN
cet-12868	15	17	,	,	PUNCT
cet-12868	15	18	is	be	AUX
cet-12868	15	19	an	an	DET
cet-12868	15	20	important	important	ADJ
cet-12868	15	21	goal	goal	NOUN
cet-12868	15	22	to	to	PART
cet-12868	15	23	reduce	reduce	VERB
cet-12868	15	24	the	the	DET
cet-12868	15	25	environmental	environmental	ADJ
cet-12868	15	26	impact	impact	NOUN
cet-12868	15	27	and	and	CCONJ
cet-12868	15	28	achieve	achieve	VERB
cet-12868	15	29	economic	economic	ADJ
cet-12868	15	30	benefits	benefit	NOUN
cet-12868	15	31	.	.	PUNCT
cet-12868	16	1	moreover	moreover	ADV
cet-12868	16	2	,	,	PUNCT
cet-12868	16	3	it	it	PRON
cet-12868	16	4	is	be	AUX
cet-12868	16	5	in	in	ADP
cet-12868	16	6	line	line	NOUN
cet-12868	16	7	with	with	ADP
cet-12868	16	8	the	the	DET
cet-12868	16	9	concept	concept	NOUN
cet-12868	16	10	of	of	ADP
cet-12868	16	11	circular	circular	ADJ
cet-12868	16	12	economy	economy	NOUN
cet-12868	16	13	(	(	PUNCT
cet-12868	16	14	ce	ce	PROPN
cet-12868	16	15	)	)	PUNCT
cet-12868	16	16	,	,	PUNCT
cet-12868	16	17	which	which	PRON
cet-12868	16	18	is	be	AUX
cet-12868	16	19	an	an	DET
cet-12868	16	20	absolute	absolute	ADJ
cet-12868	16	21	priority	priority	NOUN
cet-12868	16	22	for	for	ADP
cet-12868	16	23	the	the	DET
cet-12868	16	24	whole	whole	ADJ
cet-12868	16	25	european	european	ADJ
cet-12868	16	26	industry	industry	NOUN
cet-12868	16	27	.	.	PUNCT
cet-12868	17	1	the	the	DET
cet-12868	17	2	different	different	ADJ
cet-12868	17	3	types	type	NOUN
cet-12868	17	4	of	of	ADP
cet-12868	17	5	steelmaking	steelmaking	NOUN
cet-12868	17	6	slags	slag	NOUN
cet-12868	17	7	(	(	PUNCT
cet-12868	17	8	blast	blast	NOUN
cet-12868	17	9	furnace	furnace	NOUN
cet-12868	17	10	slag	slag	NOUN
cet-12868	17	11	,	,	PUNCT
cet-12868	17	12	basic	basic	ADJ
cet-12868	17	13	oxygen	oxygen	NOUN
cet-12868	17	14	furnace	furnace	NOUN
cet-12868	17	15	slag	slag	NOUN
cet-12868	17	16	,	,	PUNCT
cet-12868	17	17	electric	electric	ADJ
cet-12868	17	18	arc	arc	NOUN
cet-12868	17	19	furnace	furnace	NOUN
cet-12868	17	20	slag	slag	NOUN
cet-12868	17	21	,	,	PUNCT
cet-12868	17	22	and	and	CCONJ
cet-12868	17	23	ladle	ladle	NOUN
cet-12868	17	24	furnace	furnace	NOUN
cet-12868	17	25	slag	slag	NOUN
cet-12868	17	26	)	)	PUNCT
cet-12868	17	27	can	can	AUX
cet-12868	17	28	be	be	AUX
cet-12868	17	29	exploited	exploit	VERB
cet-12868	17	30	in	in	ADP
cet-12868	17	31	different	different	ADJ
cet-12868	17	32	sectors	sector	NOUN
cet-12868	17	33	depending	depend	VERB
cet-12868	17	34	on	on	ADP
cet-12868	17	35	their	their	PRON
cet-12868	17	36	characteristics	characteristic	NOUN
cet-12868	17	37	.	.	PUNCT
cet-12868	18	1	the	the	DET
cet-12868	18	2	slags	slag	NOUN
cet-12868	18	3	are	be	AUX
cet-12868	18	4	used	use	VERB
cet-12868	18	5	in	in	ADP
cet-12868	18	6	the	the	DET
cet-12868	18	7	construction	construction	NOUN
cet-12868	18	8	sector	sector	NOUN
cet-12868	18	9	,	,	PUNCT
cet-12868	18	10	for	for	ADP
cet-12868	18	11	instance	instance	NOUN
cet-12868	18	12	,	,	PUNCT
cet-12868	18	13	in	in	ADP
cet-12868	18	14	the	the	DET
cet-12868	18	15	production	production	NOUN
cet-12868	18	16	of	of	ADP
cet-12868	18	17	eco	eco	PROPN
cet-12868	18	18	-	-	PUNCT
cet-12868	18	19	friendly	friendly	ADJ
cet-12868	18	20	permeable	permeable	ADJ
cet-12868	18	21	brick	brick	NOUN
cet-12868	18	22	(	(	PUNCT
cet-12868	18	23	liu	liu	PROPN
cet-12868	18	24	et	et	PROPN
cet-12868	18	25	al	al	PROPN
cet-12868	18	26	.	.	PROPN
cet-12868	18	27	,	,	PUNCT
cet-12868	18	28	2020	2020	NUM
cet-12868	18	29	)	)	PUNCT
cet-12868	18	30	,	,	PUNCT
cet-12868	18	31	as	as	SCONJ
cet-12868	18	32	aggregate	aggregate	ADJ
cet-12868	18	33	in	in	ADP
cet-12868	18	34	concrete	concrete	ADJ
cet-12868	18	35	(	(	PUNCT
cet-12868	18	36	dong	dong	NOUN
cet-12868	18	37	et	et	PROPN
cet-12868	18	38	al	al	PROPN
cet-12868	18	39	.	.	PROPN
cet-12868	18	40	,	,	PUNCT
cet-12868	18	41	2021	2021	NUM
cet-12868	18	42	)	)	PUNCT
cet-12868	18	43	,	,	PUNCT
cet-12868	18	44	or	or	CCONJ
cet-12868	18	45	in	in	ADP
cet-12868	18	46	hot	hot	ADJ
cet-12868	18	47	mix	mix	NOUN
cet-12868	18	48	asphalt	asphalt	NOUN
cet-12868	18	49	road	road	NOUN
cet-12868	18	50	construction	construction	NOUN
cet-12868	18	51	(	(	PUNCT
cet-12868	18	52	kumar	kumar	PROPN
cet-12868	18	53	and	and	CCONJ
cet-12868	18	54	varma	varma	PROPN
cet-12868	18	55	,	,	PUNCT
cet-12868	18	56	2021	2021	NUM
cet-12868	18	57	)	)	PUNCT
cet-12868	18	58	.	.	PUNCT
cet-12868	19	1	further	further	ADJ
cet-12868	19	2	potential	potential	ADJ
cet-12868	19	3	slags	slag	NOUN
cet-12868	19	4	usages	usage	NOUN
cet-12868	19	5	concern	concern	NOUN
cet-12868	19	6	treatment	treatment	NOUN
cet-12868	19	7	of	of	ADP
cet-12868	19	8	municipal	municipal	ADJ
cet-12868	19	9	wastewater	wastewater	NOUN
cet-12868	19	10	,	,	PUNCT
cet-12868	19	11	such	such	ADJ
cet-12868	19	12	as	as	ADP
cet-12868	19	13	for	for	ADP
cet-12868	19	14	phosphorus	phosphorus	NOUN
cet-12868	19	15	removal	removal	NOUN
cet-12868	19	16	121	121	NUM
cet-12868	19	17	(	(	PUNCT
cet-12868	19	18	roychand	roychand	VERB
cet-12868	19	19	et	et	PROPN
cet-12868	19	20	al	al	PROPN
cet-12868	19	21	.	.	PROPN
cet-12868	19	22	,	,	PUNCT
cet-12868	19	23	2020	2020	NUM
cet-12868	19	24	)	)	PUNCT
cet-12868	19	25	.	.	PUNCT
cet-12868	20	1	a	a	DET
cet-12868	20	2	good	good	ADJ
cet-12868	20	3	overview	overview	NOUN
cet-12868	20	4	of	of	ADP
cet-12868	20	5	several	several	ADJ
cet-12868	20	6	applications	application	NOUN
cet-12868	20	7	for	for	ADP
cet-12868	20	8	slags	slag	NOUN
cet-12868	20	9	recycling	recycle	VERB
cet-12868	20	10	and	and	CCONJ
cet-12868	20	11	reuse	reuse	NOUN
cet-12868	20	12	is	be	AUX
cet-12868	20	13	provided	provide	VERB
cet-12868	20	14	by	by	ADP
cet-12868	20	15	fisher	fisher	PROPN
cet-12868	20	16	and	and	CCONJ
cet-12868	20	17	barron	barron	PROPN
cet-12868	20	18	(	(	PUNCT
cet-12868	20	19	2019	2019	NUM
cet-12868	20	20	)	)	PUNCT
cet-12868	20	21	.	.	PUNCT
cet-12868	21	1	in	in	ADP
cet-12868	21	2	order	order	NOUN
cet-12868	21	3	to	to	PART
cet-12868	21	4	assess	assess	VERB
cet-12868	21	5	the	the	DET
cet-12868	21	6	feasibility	feasibility	NOUN
cet-12868	21	7	of	of	ADP
cet-12868	21	8	recycling	recycling	NOUN
cet-12868	21	9	slags	slag	NOUN
cet-12868	21	10	in	in	ADP
cet-12868	21	11	the	the	DET
cet-12868	21	12	most	most	ADV
cet-12868	21	13	economical	economical	ADJ
cet-12868	21	14	and	and	CCONJ
cet-12868	21	15	environmentally	environmentally	ADV
cet-12868	21	16	friendly	friendly	ADJ
cet-12868	21	17	way	way	NOUN
cet-12868	21	18	,	,	PUNCT
cet-12868	21	19	continuous	continuous	ADJ
cet-12868	21	20	monitoring	monitoring	NOUN
cet-12868	21	21	and	and	CCONJ
cet-12868	21	22	knowledge	knowledge	NOUN
cet-12868	21	23	of	of	ADP
cet-12868	21	24	its	its	PRON
cet-12868	21	25	chemical	chemical	NOUN
cet-12868	21	26	composition	composition	NOUN
cet-12868	21	27	and	and	CCONJ
cet-12868	21	28	of	of	ADP
cet-12868	21	29	its	its	PRON
cet-12868	21	30	produced	produce	VERB
cet-12868	21	31	amount	amount	NOUN
cet-12868	21	32	are	be	AUX
cet-12868	21	33	essential	essential	ADJ
cet-12868	21	34	.	.	PUNCT
cet-12868	22	1	in	in	ADP
cet-12868	22	2	general	general	ADJ
cet-12868	22	3	,	,	PUNCT
cet-12868	22	4	steelworks	steelwork	NOUN
cet-12868	22	5	focus	focus	VERB
cet-12868	22	6	mainly	mainly	ADV
cet-12868	22	7	on	on	ADP
cet-12868	22	8	monitoring	monitor	VERB
cet-12868	22	9	the	the	DET
cet-12868	22	10	steel	steel	NOUN
cet-12868	22	11	quality	quality	NOUN
cet-12868	22	12	in	in	ADP
cet-12868	22	13	the	the	DET
cet-12868	22	14	liquid	liquid	ADJ
cet-12868	22	15	stage	stage	NOUN
cet-12868	22	16	,	,	PUNCT
cet-12868	22	17	while	while	SCONJ
cet-12868	22	18	characterization	characterization	NOUN
cet-12868	22	19	of	of	ADP
cet-12868	22	20	liquid	liquid	ADJ
cet-12868	22	21	and	and	CCONJ
cet-12868	22	22	solid	solid	ADJ
cet-12868	22	23	slags	slag	NOUN
cet-12868	22	24	is	be	AUX
cet-12868	22	25	less	less	ADV
cet-12868	22	26	regular	regular	ADJ
cet-12868	22	27	.	.	PUNCT
cet-12868	23	1	the	the	DET
cet-12868	23	2	common	common	ADJ
cet-12868	23	3	procedure	procedure	NOUN
cet-12868	23	4	of	of	ADP
cet-12868	23	5	slag	slag	NOUN
cet-12868	23	6	characterization	characterization	NOUN
cet-12868	23	7	is	be	AUX
cet-12868	23	8	based	base	VERB
cet-12868	23	9	on	on	ADP
cet-12868	23	10	pointwise	pointwise	ADJ
cet-12868	23	11	and	and	CCONJ
cet-12868	23	12	discontinuous	discontinuous	ADJ
cet-12868	23	13	analyses	analysis	NOUN
cet-12868	23	14	that	that	PRON
cet-12868	23	15	are	be	AUX
cet-12868	23	16	not	not	PART
cet-12868	23	17	suitable	suitable	ADJ
cet-12868	23	18	for	for	ADP
cet-12868	23	19	allowing	allow	VERB
cet-12868	23	20	optimization	optimization	NOUN
cet-12868	23	21	of	of	ADP
cet-12868	23	22	slag	slag	NOUN
cet-12868	23	23	management	management	NOUN
cet-12868	23	24	to	to	PART
cet-12868	23	25	increase	increase	VERB
cet-12868	23	26	its	its	PRON
cet-12868	23	27	recycling	recycling	NOUN
cet-12868	23	28	and	and	CCONJ
cet-12868	23	29	reuse	reuse	NOUN
cet-12868	23	30	.	.	PUNCT
cet-12868	24	1	on	on	ADP
cet-12868	24	2	the	the	DET
cet-12868	24	3	other	other	ADJ
cet-12868	24	4	side	side	NOUN
cet-12868	24	5	,	,	PUNCT
cet-12868	24	6	the	the	DET
cet-12868	24	7	current	current	ADJ
cet-12868	24	8	online	online	ADJ
cet-12868	24	9	available	available	ADJ
cet-12868	24	10	measurement	measurement	NOUN
cet-12868	24	11	systems	system	NOUN
cet-12868	24	12	in	in	ADP
cet-12868	24	13	electric	electric	ADJ
cet-12868	24	14	arc	arc	NOUN
cet-12868	24	15	furnace	furnace	NOUN
cet-12868	24	16	(	(	PUNCT
cet-12868	24	17	eaf	eaf	NOUN
cet-12868	24	18	)	)	PUNCT
cet-12868	24	19	are	be	AUX
cet-12868	24	20	mostly	mostly	ADV
cet-12868	24	21	indirect	indirect	ADJ
cet-12868	24	22	and	and	CCONJ
cet-12868	24	23	can	can	AUX
cet-12868	24	24	not	not	PART
cet-12868	24	25	offer	offer	VERB
cet-12868	24	26	direct	direct	ADJ
cet-12868	24	27	and	and	CCONJ
cet-12868	24	28	accurate	accurate	ADJ
cet-12868	24	29	information	information	NOUN
cet-12868	24	30	on	on	ADP
cet-12868	24	31	slag	slag	NOUN
cet-12868	24	32	composition	composition	NOUN
cet-12868	24	33	.	.	PUNCT
cet-12868	25	1	pauna	pauna	NOUN
cet-12868	25	2	et	et	PROPN
cet-12868	25	3	al	al	PROPN
cet-12868	25	4	.	.	PROPN
cet-12868	26	1	(	(	PUNCT
cet-12868	26	2	2019	2019	NUM
cet-12868	26	3	)	)	PUNCT
cet-12868	26	4	present	present	ADJ
cet-12868	26	5	optical	optical	ADJ
cet-12868	26	6	emission	emission	NOUN
cet-12868	26	7	spectroscopy	spectroscopy	NOUN
cet-12868	26	8	with	with	ADP
cet-12868	26	9	plasma	plasma	NOUN
cet-12868	26	10	diagnostics	diagnostic	NOUN
cet-12868	26	11	online	online	ADJ
cet-12868	26	12	evaluation	evaluation	NOUN
cet-12868	26	13	of	of	ADP
cet-12868	26	14	slag	slag	NOUN
cet-12868	26	15	composition	composition	NOUN
cet-12868	26	16	.	.	PUNCT
cet-12868	27	1	an	an	DET
cet-12868	27	2	underdevelopment	underdevelopment	ADJ
cet-12868	27	3	technology	technology	NOUN
cet-12868	27	4	exploits	exploit	VERB
cet-12868	27	5	electrical	electrical	ADJ
cet-12868	27	6	conductivity	conductivity	NOUN
cet-12868	27	7	/	/	SYM
cet-12868	27	8	impedance	impedance	NOUN
cet-12868	27	9	measurements	measurement	NOUN
cet-12868	27	10	for	for	ADP
cet-12868	27	11	rapid	rapid	ADJ
cet-12868	27	12	online	online	ADJ
cet-12868	27	13	valuation	valuation	NOUN
cet-12868	27	14	of	of	ADP
cet-12868	27	15	chemical	chemical	NOUN
cet-12868	27	16	properties	property	NOUN
cet-12868	27	17	of	of	ADP
cet-12868	27	18	liquid	liquid	ADJ
cet-12868	27	19	slag	slag	NOUN
cet-12868	27	20	(	(	PUNCT
cet-12868	27	21	zhang	zhang	PROPN
cet-12868	27	22	et	et	PROPN
cet-12868	27	23	al	al	PROPN
cet-12868	27	24	.	.	PROPN
cet-12868	27	25	,	,	PUNCT
cet-12868	27	26	2011	2011	NUM
cet-12868	27	27	)	)	PUNCT
cet-12868	27	28	.	.	PUNCT
cet-12868	28	1	moreover	moreover	ADV
cet-12868	28	2	,	,	PUNCT
cet-12868	28	3	slag	slag	NOUN
cet-12868	28	4	can	can	AUX
cet-12868	28	5	be	be	AUX
cet-12868	28	6	monitored	monitor	VERB
cet-12868	28	7	through	through	ADP
cet-12868	28	8	camera	camera	NOUN
cet-12868	28	9	-	-	PUNCT
cet-12868	28	10	based	base	VERB
cet-12868	28	11	techniques	technique	NOUN
cet-12868	28	12	coupled	couple	VERB
cet-12868	28	13	to	to	ADP
cet-12868	28	14	ad	ad	NOUN
cet-12868	28	15	-	-	PUNCT
cet-12868	28	16	hoc	hoc	X
cet-12868	28	17	image	image	NOUN
cet-12868	28	18	processing	processing	NOUN
cet-12868	28	19	software	software	NOUN
cet-12868	28	20	;	;	PUNCT
cet-12868	28	21	on	on	ADP
cet-12868	28	22	this	this	DET
cet-12868	28	23	topic	topic	NOUN
cet-12868	28	24	,	,	PUNCT
cet-12868	28	25	patra	patra	PROPN
cet-12868	28	26	et	et	PROPN
cet-12868	28	27	al	al	PROPN
cet-12868	28	28	.	.	PROPN
cet-12868	29	1	(	(	PUNCT
cet-12868	29	2	2019	2019	NUM
cet-12868	29	3	)	)	PUNCT
cet-12868	29	4	present	present	VERB
cet-12868	29	5	the	the	DET
cet-12868	29	6	infrared	infrared	ADJ
cet-12868	29	7	cameras	camera	NOUN
cet-12868	29	8	-	-	PUNCT
cet-12868	29	9	based	base	VERB
cet-12868	29	10	method	method	NOUN
cet-12868	29	11	to	to	PART
cet-12868	29	12	identify	identify	VERB
cet-12868	29	13	slag	slag	NOUN
cet-12868	29	14	presence	presence	NOUN
cet-12868	29	15	in	in	ADP
cet-12868	29	16	the	the	DET
cet-12868	29	17	tapping	tapping	NOUN
cet-12868	29	18	stream	stream	NOUN
cet-12868	29	19	.	.	PUNCT
cet-12868	30	1	finally	finally	ADV
cet-12868	30	2	,	,	PUNCT
cet-12868	30	3	laser	laser	NOUN
cet-12868	30	4	-	-	PUNCT
cet-12868	30	5	induced	induce	VERB
cet-12868	30	6	breakdown	breakdown	NOUN
cet-12868	30	7	spectroscopy	spectroscopy	NOUN
cet-12868	30	8	(	(	PUNCT
cet-12868	30	9	libs	lib	NOUN
cet-12868	30	10	)	)	PUNCT
cet-12868	30	11	is	be	AUX
cet-12868	30	12	also	also	ADV
cet-12868	30	13	becoming	become	VERB
cet-12868	30	14	of	of	ADP
cet-12868	30	15	interest	interest	NOUN
cet-12868	30	16	for	for	ADP
cet-12868	30	17	slag	slag	NOUN
cet-12868	30	18	analysis	analysis	NOUN
cet-12868	30	19	(	(	PUNCT
cet-12868	30	20	wang	wang	PROPN
cet-12868	30	21	et	et	PROPN
cet-12868	30	22	al	al	PROPN
cet-12868	30	23	.	.	PROPN
cet-12868	30	24	,	,	PUNCT
cet-12868	30	25	2016	2016	NUM
cet-12868	30	26	)	)	PUNCT
cet-12868	30	27	.	.	PUNCT
cet-12868	31	1	to	to	PART
cet-12868	31	2	forecast	forecast	VERB
cet-12868	31	3	slag	slag	NOUN
cet-12868	31	4	amount	amount	NOUN
cet-12868	31	5	and	and	CCONJ
cet-12868	31	6	composition	composition	NOUN
cet-12868	31	7	,	,	PUNCT
cet-12868	31	8	dynamic	dynamic	ADJ
cet-12868	31	9	slag	slag	NOUN
cet-12868	31	10	balance	balance	NOUN
cet-12868	31	11	models	model	NOUN
cet-12868	31	12	were	be	AUX
cet-12868	31	13	developed	develop	VERB
cet-12868	31	14	,	,	PUNCT
cet-12868	31	15	as	as	SCONJ
cet-12868	31	16	reported	report	VERB
cet-12868	31	17	by	by	ADP
cet-12868	31	18	harada	harada	PROPN
cet-12868	31	19	et	et	PROPN
cet-12868	31	20	al	al	PROPN
cet-12868	31	21	.	.	PROPN
cet-12868	32	1	(	(	PUNCT
cet-12868	32	2	2013	2013	NUM
cet-12868	32	3	)	)	PUNCT
cet-12868	32	4	,	,	PUNCT
cet-12868	32	5	but	but	CCONJ
cet-12868	32	6	the	the	DET
cet-12868	32	7	most	most	ADV
cet-12868	32	8	challenging	challenging	ADJ
cet-12868	32	9	task	task	NOUN
cet-12868	32	10	is	be	AUX
cet-12868	32	11	the	the	DET
cet-12868	32	12	acquisition	acquisition	NOUN
cet-12868	32	13	of	of	ADP
cet-12868	32	14	reliable	reliable	ADJ
cet-12868	32	15	data	datum	NOUN
cet-12868	32	16	to	to	PART
cet-12868	32	17	be	be	AUX
cet-12868	32	18	used	use	VERB
cet-12868	32	19	in	in	ADP
cet-12868	32	20	the	the	DET
cet-12868	32	21	models	model	NOUN
cet-12868	32	22	.	.	PUNCT
cet-12868	33	1	other	other	ADJ
cet-12868	33	2	techniques	technique	NOUN
cet-12868	33	3	that	that	PRON
cet-12868	33	4	are	be	AUX
cet-12868	33	5	gaining	gain	VERB
cet-12868	33	6	interest	interest	NOUN
cet-12868	33	7	in	in	ADP
cet-12868	33	8	the	the	DET
cet-12868	33	9	eaf	eaf	NOUN
cet-12868	33	10	steelmaking	steelmaking	NOUN
cet-12868	33	11	field	field	NOUN
cet-12868	33	12	are	be	AUX
cet-12868	33	13	data	data	NOUN
cet-12868	33	14	-	-	PUNCT
cet-12868	33	15	driven	drive	VERB
cet-12868	33	16	models	model	NOUN
cet-12868	33	17	,	,	PUNCT
cet-12868	33	18	monitoring	monitoring	NOUN
cet-12868	33	19	,	,	PUNCT
cet-12868	33	20	and	and	CCONJ
cet-12868	33	21	control	control	NOUN
cet-12868	33	22	approaches	approach	NOUN
cet-12868	33	23	based	base	VERB
cet-12868	33	24	on	on	ADP
cet-12868	33	25	artificial	artificial	ADJ
cet-12868	33	26	intelligence	intelligence	NOUN
cet-12868	33	27	methods	method	NOUN
cet-12868	33	28	as	as	SCONJ
cet-12868	33	29	reported	report	VERB
cet-12868	33	30	by	by	ADP
cet-12868	33	31	hay	hay	PROPN
cet-12868	33	32	et	et	PROPN
cet-12868	33	33	al	al	PROPN
cet-12868	33	34	.	.	PROPN
cet-12868	34	1	(	(	PUNCT
cet-12868	34	2	2019	2019	NUM
cet-12868	34	3	)	)	PUNCT
cet-12868	34	4	,	,	PUNCT
cet-12868	34	5	which	which	PRON
cet-12868	34	6	describes	describe	VERB
cet-12868	34	7	the	the	DET
cet-12868	34	8	implementation	implementation	NOUN
cet-12868	34	9	of	of	ADP
cet-12868	34	10	several	several	ADJ
cet-12868	34	11	models	model	NOUN
cet-12868	34	12	to	to	PART
cet-12868	34	13	estimate	estimate	VERB
cet-12868	34	14	molten	molten	ADJ
cet-12868	34	15	bath	bath	NOUN
cet-12868	34	16	and	and	CCONJ
cet-12868	34	17	slag	slag	NOUN
cet-12868	34	18	compositions	composition	NOUN
cet-12868	34	19	.	.	PUNCT
cet-12868	35	1	the	the	DET
cet-12868	35	2	model	model	NOUN
cet-12868	35	3	presented	present	VERB
cet-12868	35	4	in	in	ADP
cet-12868	35	5	this	this	DET
cet-12868	35	6	paper	paper	NOUN
cet-12868	35	7	focuses	focus	VERB
cet-12868	35	8	on	on	ADP
cet-12868	35	9	the	the	DET
cet-12868	35	10	electric	electric	ADJ
cet-12868	35	11	steel	steel	NOUN
cet-12868	35	12	production	production	NOUN
cet-12868	35	13	,	,	PUNCT
cet-12868	35	14	and	and	CCONJ
cet-12868	35	15	it	it	PRON
cet-12868	35	16	was	be	AUX
cet-12868	35	17	developed	develop	VERB
cet-12868	35	18	starting	start	VERB
cet-12868	35	19	from	from	ADP
cet-12868	35	20	a	a	DET
cet-12868	35	21	previous	previous	ADJ
cet-12868	35	22	aspen	aspen	NOUN
cet-12868	35	23	plus	plus	CCONJ
cet-12868	35	24	®	®	NOUN
cet-12868	35	25	-based	-base	VERB
cet-12868	35	26	flowsheet	flowsheet	ADJ
cet-12868	35	27	model	model	NOUN
cet-12868	35	28	aimed	aim	VERB
cet-12868	35	29	at	at	ADP
cet-12868	35	30	estimating	estimate	VERB
cet-12868	35	31	the	the	DET
cet-12868	35	32	energy	energy	NOUN
cet-12868	35	33	and	and	CCONJ
cet-12868	35	34	environmental	environmental	ADJ
cet-12868	35	35	impacts	impact	NOUN
cet-12868	35	36	of	of	ADP
cet-12868	35	37	eaf	eaf	NOUN
cet-12868	35	38	steelmaking	steelmaking	NOUN
cet-12868	35	39	.	.	PUNCT
cet-12868	36	1	data	datum	NOUN
cet-12868	36	2	provided	provide	VERB
cet-12868	36	3	by	by	ADP
cet-12868	36	4	a	a	DET
cet-12868	36	5	european	european	ADJ
cet-12868	36	6	steelwork	steelwork	NOUN
cet-12868	36	7	were	be	AUX
cet-12868	36	8	used	use	VERB
cet-12868	36	9	for	for	ADP
cet-12868	36	10	model	model	NOUN
cet-12868	36	11	development	development	NOUN
cet-12868	36	12	,	,	PUNCT
cet-12868	36	13	tuning	tuning	NOUN
cet-12868	36	14	,	,	PUNCT
cet-12868	36	15	and	and	CCONJ
cet-12868	36	16	validation	validation	NOUN
cet-12868	36	17	.	.	PUNCT
cet-12868	37	1	its	its	PRON
cet-12868	37	2	novelty	novelty	NOUN
cet-12868	37	3	and	and	CCONJ
cet-12868	37	4	potential	potential	ADJ
cet-12868	37	5	lie	lie	NOUN
cet-12868	37	6	in	in	ADP
cet-12868	37	7	the	the	DET
cet-12868	37	8	possibility	possibility	NOUN
cet-12868	37	9	of	of	ADP
cet-12868	37	10	obtaining	obtain	VERB
cet-12868	37	11	a	a	DET
cet-12868	37	12	precise	precise	ADJ
cet-12868	37	13	prediction	prediction	NOUN
cet-12868	37	14	of	of	ADP
cet-12868	37	15	amount	amount	NOUN
cet-12868	37	16	and	and	CCONJ
cet-12868	37	17	composition	composition	NOUN
cet-12868	37	18	of	of	ADP
cet-12868	37	19	both	both	CCONJ
cet-12868	37	20	eaf	eaf	NOUN
cet-12868	37	21	and	and	CCONJ
cet-12868	37	22	ladle	ladle	NOUN
cet-12868	37	23	furnace	furnace	NOUN
cet-12868	37	24	(	(	PUNCT
cet-12868	37	25	lf	lf	NOUN
cet-12868	37	26	)	)	PUNCT
cet-12868	37	27	slags	slag	NOUN
cet-12868	37	28	by	by	ADP
cet-12868	37	29	exploiting	exploit	VERB
cet-12868	37	30	as	as	ADP
cet-12868	37	31	inputs	input	NOUN
cet-12868	37	32	data	datum	NOUN
cet-12868	37	33	that	that	PRON
cet-12868	37	34	are	be	AUX
cet-12868	37	35	well	well	ADV
cet-12868	37	36	known	know	VERB
cet-12868	37	37	and	and	CCONJ
cet-12868	37	38	commonly	commonly	ADV
cet-12868	37	39	available	available	ADJ
cet-12868	37	40	in	in	ADP
cet-12868	37	41	the	the	DET
cet-12868	37	42	process	process	NOUN
cet-12868	37	43	.	.	PUNCT
cet-12868	38	1	this	this	DET
cet-12868	38	2	model	model	NOUN
cet-12868	38	3	improves	improve	VERB
cet-12868	38	4	the	the	DET
cet-12868	38	5	functionalities	functionality	NOUN
cet-12868	38	6	of	of	ADP
cet-12868	38	7	the	the	DET
cet-12868	38	8	previous	previous	ADJ
cet-12868	38	9	one	one	NUM
cet-12868	38	10	by	by	ADP
cet-12868	38	11	enabling	enable	VERB
cet-12868	38	12	simulations	simulation	NOUN
cet-12868	38	13	focused	focus	VERB
cet-12868	38	14	on	on	ADP
cet-12868	38	15	the	the	DET
cet-12868	38	16	effects	effect	NOUN
cet-12868	38	17	on	on	ADP
cet-12868	38	18	slags	slag	NOUN
cet-12868	38	19	of	of	ADP
cet-12868	38	20	various	various	ADJ
cet-12868	38	21	and	and	CCONJ
cet-12868	38	22	even	even	ADV
cet-12868	38	23	uncommon	uncommon	ADJ
cet-12868	38	24	process	process	NOUN
cet-12868	38	25	conditions	condition	NOUN
cet-12868	38	26	to	to	PART
cet-12868	38	27	support	support	VERB
cet-12868	38	28	analysis	analysis	NOUN
cet-12868	38	29	and	and	CCONJ
cet-12868	38	30	classification	classification	NOUN
cet-12868	38	31	of	of	ADP
cet-12868	38	32	potential	potential	ADJ
cet-12868	38	33	recycling	recycling	NOUN
cet-12868	38	34	paths	path	NOUN
cet-12868	38	35	.	.	PUNCT
cet-12868	39	1	the	the	DET
cet-12868	39	2	current	current	ADJ
cet-12868	39	3	work	work	NOUN
cet-12868	39	4	is	be	AUX
cet-12868	39	5	developed	develop	VERB
cet-12868	39	6	within	within	ADP
cet-12868	39	7	the	the	DET
cet-12868	39	8	eu	eu	PROPN
cet-12868	39	9	-	-	ADJ
cet-12868	39	10	funded	fund	VERB
cet-12868	39	11	project	project	NOUN
cet-12868	39	12	“	"	PUNCT
cet-12868	39	13	islag	islag	NOUN
cet-12868	39	14	”	"	PUNCT
cet-12868	39	15	,	,	PUNCT
cet-12868	39	16	which	which	PRON
cet-12868	39	17	aims	aim	VERB
cet-12868	39	18	at	at	ADP
cet-12868	39	19	jointly	jointly	ADV
cet-12868	39	20	exploiting	exploit	VERB
cet-12868	39	21	novel	novel	ADJ
cet-12868	39	22	fast	fast	ADJ
cet-12868	39	23	slag	slag	NOUN
cet-12868	39	24	characterization	characterization	NOUN
cet-12868	39	25	systems	system	NOUN
cet-12868	39	26	and	and	CCONJ
cet-12868	39	27	advanced	advanced	ADJ
cet-12868	39	28	modelling	modelling	NOUN
cet-12868	39	29	tools	tool	NOUN
cet-12868	39	30	for	for	ADP
cet-12868	39	31	optimal	optimal	ADJ
cet-12868	39	32	slag	slag	NOUN
cet-12868	39	33	reuse	reuse	NOUN
cet-12868	39	34	and	and	CCONJ
cet-12868	39	35	recycling	recycling	NOUN
cet-12868	39	36	to	to	PART
cet-12868	39	37	reduce	reduce	VERB
cet-12868	39	38	environmental	environmental	ADJ
cet-12868	39	39	impact	impact	NOUN
cet-12868	39	40	of	of	ADP
cet-12868	39	41	the	the	DET
cet-12868	39	42	eaf	eaf	NOUN
cet-12868	39	43	steelmaking	steelmaking	NOUN
cet-12868	39	44	and	and	CCONJ
cet-12868	39	45	slag	slag	NOUN
cet-12868	39	46	disposal	disposal	NOUN
cet-12868	39	47	costs	cost	NOUN
cet-12868	39	48	,	,	PUNCT
cet-12868	39	49	and	and	CCONJ
cet-12868	39	50	maximize	maximize	VERB
cet-12868	39	51	revenues	revenue	NOUN
cet-12868	39	52	from	from	ADP
cet-12868	39	53	slag	slag	NOUN
cet-12868	39	54	utilization	utilization	NOUN
cet-12868	39	55	.	.	PUNCT
cet-12868	40	1	in	in	ADP
cet-12868	40	2	particular	particular	ADJ
cet-12868	40	3	,	,	PUNCT
cet-12868	40	4	within	within	ADP
cet-12868	40	5	the	the	DET
cet-12868	40	6	project	project	NOUN
cet-12868	40	7	,	,	PUNCT
cet-12868	40	8	an	an	DET
cet-12868	40	9	intelligent	intelligent	ADJ
cet-12868	40	10	decision	decision	NOUN
cet-12868	40	11	support	support	NOUN
cet-12868	40	12	system	system	NOUN
cet-12868	40	13	(	(	PUNCT
cet-12868	40	14	dss	dss	NOUN
cet-12868	40	15	)	)	PUNCT
cet-12868	40	16	will	will	AUX
cet-12868	40	17	be	be	AUX
cet-12868	40	18	developed	develop	VERB
cet-12868	40	19	,	,	PUNCT
cet-12868	40	20	which	which	PRON
cet-12868	40	21	will	will	AUX
cet-12868	40	22	support	support	VERB
cet-12868	40	23	operational	operational	ADJ
cet-12868	40	24	and	and	CCONJ
cet-12868	40	25	management	management	NOUN
cet-12868	40	26	practices	practice	NOUN
cet-12868	40	27	to	to	PART
cet-12868	40	28	maximise	maximise	VERB
cet-12868	40	29	slag	slag	NOUN
cet-12868	40	30	reuse	reuse	NOUN
cet-12868	40	31	and	and	CCONJ
cet-12868	40	32	encourage	encourage	VERB
cet-12868	40	33	the	the	DET
cet-12868	40	34	implementation	implementation	NOUN
cet-12868	40	35	of	of	ADP
cet-12868	40	36	the	the	DET
cet-12868	40	37	ce	ce	PROPN
cet-12868	40	38	concept	concept	NOUN
cet-12868	40	39	in	in	ADP
cet-12868	40	40	the	the	DET
cet-12868	40	41	daily	daily	ADJ
cet-12868	40	42	work	work	NOUN
cet-12868	40	43	of	of	ADP
cet-12868	40	44	electric	electric	ADJ
cet-12868	40	45	steelworks	steelwork	NOUN
cet-12868	40	46	.	.	PUNCT
cet-12868	41	1	the	the	DET
cet-12868	41	2	rest	rest	NOUN
cet-12868	41	3	of	of	ADP
cet-12868	41	4	the	the	DET
cet-12868	41	5	paper	paper	NOUN
cet-12868	41	6	is	be	AUX
cet-12868	41	7	structured	structure	VERB
cet-12868	41	8	as	as	SCONJ
cet-12868	41	9	follows	follow	VERB
cet-12868	41	10	:	:	PUNCT
cet-12868	41	11	section	section	NOUN
cet-12868	41	12	2	2	NUM
cet-12868	41	13	presents	present	VERB
cet-12868	41	14	the	the	DET
cet-12868	41	15	developed	develop	VERB
cet-12868	41	16	model	model	NOUN
cet-12868	41	17	;	;	PUNCT
cet-12868	41	18	section	section	NOUN
cet-12868	41	19	3	3	NUM
cet-12868	41	20	describes	describe	NOUN
cet-12868	41	21	obtained	obtain	VERB
cet-12868	41	22	validation	validation	NOUN
cet-12868	41	23	and	and	CCONJ
cet-12868	41	24	test	test	NOUN
cet-12868	41	25	results	result	NOUN
cet-12868	41	26	;	;	PUNCT
cet-12868	41	27	finally	finally	ADV
cet-12868	41	28	,	,	PUNCT
cet-12868	41	29	section	section	NOUN
cet-12868	41	30	4	4	NUM
cet-12868	41	31	provides	provide	VERB
cet-12868	41	32	concluding	concluding	NOUN
cet-12868	41	33	remarks	remark	NOUN
cet-12868	41	34	.	.	PUNCT
cet-12868	42	1	2	2	X
cet-12868	42	2	.	.	X
cet-12868	42	3	flowsheet	flowsheet	ADJ
cet-12868	42	4	model	model	NOUN
cet-12868	42	5	of	of	ADP
cet-12868	42	6	eaf	eaf	NOUN
cet-12868	42	7	-	-	PUNCT
cet-12868	42	8	steelmaking	steelmaking	NOUN
cet-12868	42	9	route	route	NOUN
cet-12868	42	10	the	the	DET
cet-12868	42	11	considered	consider	VERB
cet-12868	42	12	flowsheet	flowsheet	ADJ
cet-12868	42	13	model	model	NOUN
cet-12868	42	14	was	be	AUX
cet-12868	42	15	developed	develop	VERB
cet-12868	42	16	by	by	ADP
cet-12868	42	17	using	use	VERB
cet-12868	42	18	aspen	aspen	PROPN
cet-12868	42	19	plus	plus	CCONJ
cet-12868	42	20	®	®	NOUN
cet-12868	42	21	v11	v11	NOUN
cet-12868	42	22	software	software	NOUN
cet-12868	42	23	,	,	PUNCT
cet-12868	42	24	and	and	CCONJ
cet-12868	42	25	derives	derive	VERB
cet-12868	42	26	from	from	ADP
cet-12868	42	27	deep	deep	ADJ
cet-12868	42	28	improvement	improvement	NOUN
cet-12868	42	29	and	and	CCONJ
cet-12868	42	30	adaptation	adaptation	NOUN
cet-12868	42	31	of	of	ADP
cet-12868	42	32	a	a	DET
cet-12868	42	33	previous	previous	ADJ
cet-12868	42	34	simulation	simulation	NOUN
cet-12868	42	35	model	model	NOUN
cet-12868	42	36	,	,	PUNCT
cet-12868	42	37	which	which	PRON
cet-12868	42	38	was	be	AUX
cet-12868	42	39	developed	develop	VERB
cet-12868	42	40	during	during	ADP
cet-12868	42	41	the	the	DET
cet-12868	42	42	rfcs	rfcs	PROPN
cet-12868	42	43	project	project	NOUN
cet-12868	42	44	entitled	entitle	VERB
cet-12868	42	45	“	"	PUNCT
cet-12868	42	46	environmental	environmental	ADJ
cet-12868	42	47	impact	impact	NOUN
cet-12868	42	48	evaluation	evaluation	NOUN
cet-12868	42	49	and	and	CCONJ
cet-12868	42	50	effective	effective	ADJ
cet-12868	42	51	management	management	NOUN
cet-12868	42	52	of	of	ADP
cet-12868	42	53	resources	resource	NOUN
cet-12868	42	54	in	in	ADP
cet-12868	42	55	the	the	DET
cet-12868	42	56	eaf	eaf	NOUN
cet-12868	42	57	steelmaking	steelmaking	NOUN
cet-12868	42	58	eires	eire	NOUN
cet-12868	42	59	”	"	PUNCT
cet-12868	42	60	(	(	PUNCT
cet-12868	42	61	matino	matino	NOUN
cet-12868	42	62	,	,	PUNCT
cet-12868	42	63	et	et	PROPN
cet-12868	42	64	al	al	PROPN
cet-12868	42	65	.	.	PROPN
cet-12868	42	66	,	,	PUNCT
cet-12868	42	67	2016	2016	NUM
cet-12868	42	68	)	)	PUNCT
cet-12868	42	69	.	.	PUNCT
cet-12868	43	1	the	the	DET
cet-12868	43	2	first	first	ADJ
cet-12868	43	3	version	version	NOUN
cet-12868	43	4	of	of	ADP
cet-12868	43	5	the	the	DET
cet-12868	43	6	model	model	NOUN
cet-12868	43	7	was	be	AUX
cet-12868	43	8	part	part	NOUN
cet-12868	43	9	of	of	ADP
cet-12868	43	10	an	an	DET
cet-12868	43	11	integrated	integrate	VERB
cet-12868	43	12	evaluation	evaluation	NOUN
cet-12868	43	13	tool	tool	NOUN
cet-12868	43	14	including	include	VERB
cet-12868	43	15	also	also	ADV
cet-12868	43	16	water	water	NOUN
cet-12868	43	17	and	and	CCONJ
cet-12868	43	18	exhaust	exhaust	NOUN
cet-12868	43	19	gases	gas	NOUN
cet-12868	43	20	treatments	treatment	NOUN
cet-12868	43	21	,	,	PUNCT
cet-12868	43	22	which	which	PRON
cet-12868	43	23	reproduces	reproduce	VERB
cet-12868	43	24	the	the	DET
cet-12868	43	25	entire	entire	ADJ
cet-12868	43	26	eaf	eaf	NOUN
cet-12868	43	27	steelmaking	steelmaking	NOUN
cet-12868	43	28	process	process	NOUN
cet-12868	43	29	in	in	ADP
cet-12868	43	30	a	a	DET
cet-12868	43	31	sort	sort	NOUN
cet-12868	43	32	of	of	ADP
cet-12868	43	33	digital	digital	ADJ
cet-12868	43	34	twin	twin	NOUN
cet-12868	43	35	.	.	PUNCT
cet-12868	44	1	the	the	DET
cet-12868	44	2	goal	goal	NOUN
cet-12868	44	3	of	of	ADP
cet-12868	44	4	the	the	DET
cet-12868	44	5	overall	overall	ADJ
cet-12868	44	6	eires	eire	NOUN
cet-12868	44	7	tool	tool	NOUN
cet-12868	44	8	was	be	AUX
cet-12868	44	9	the	the	DET
cet-12868	44	10	evaluation	evaluation	NOUN
cet-12868	44	11	of	of	ADP
cet-12868	44	12	the	the	DET
cet-12868	44	13	environmental	environmental	ADJ
cet-12868	44	14	impact	impact	NOUN
cet-12868	44	15	of	of	ADP
cet-12868	44	16	the	the	DET
cet-12868	44	17	eaf	eaf	NOUN
cet-12868	44	18	process	process	NOUN
cet-12868	44	19	for	for	ADP
cet-12868	44	20	studying	study	VERB
cet-12868	44	21	possibilities	possibility	NOUN
cet-12868	44	22	for	for	ADP
cet-12868	44	23	enhancing	enhance	VERB
cet-12868	44	24	its	its	PRON
cet-12868	44	25	sustainability	sustainability	NOUN
cet-12868	44	26	(	(	PUNCT
cet-12868	44	27	matino	matino	NOUN
cet-12868	44	28	et	et	PROPN
cet-12868	44	29	al	al	PROPN
cet-12868	44	30	.	.	PROPN
cet-12868	44	31	,	,	PUNCT
cet-12868	44	32	2016	2016	NUM
cet-12868	44	33	)	)	PUNCT
cet-12868	44	34	.	.	PUNCT
cet-12868	45	1	the	the	DET
cet-12868	45	2	model	model	NOUN
cet-12868	45	3	allowed	allow	VERB
cet-12868	45	4	analyses	analysis	NOUN
cet-12868	45	5	of	of	ADP
cet-12868	45	6	process	process	NOUN
cet-12868	45	7	behaviour	behaviour	NOUN
cet-12868	45	8	in	in	ADP
cet-12868	45	9	common	common	ADJ
cet-12868	45	10	and	and	CCONJ
cet-12868	45	11	uncommon	uncommon	ADJ
cet-12868	45	12	scenarios	scenario	NOUN
cet-12868	45	13	,	,	PUNCT
cet-12868	45	14	and	and	CCONJ
cet-12868	45	15	preliminary	preliminary	ADJ
cet-12868	45	16	evaluation	evaluation	NOUN
cet-12868	45	17	of	of	ADP
cet-12868	45	18	the	the	DET
cet-12868	45	19	effect	effect	NOUN
cet-12868	45	20	and	and	CCONJ
cet-12868	45	21	the	the	DET
cet-12868	45	22	feasibility	feasibility	NOUN
cet-12868	45	23	of	of	ADP
cet-12868	45	24	possible	possible	ADJ
cet-12868	45	25	modifications	modification	NOUN
cet-12868	45	26	in	in	ADP
cet-12868	45	27	the	the	DET
cet-12868	45	28	production	production	NOUN
cet-12868	45	29	cycle	cycle	NOUN
cet-12868	45	30	or	or	CCONJ
cet-12868	45	31	of	of	ADP
cet-12868	45	32	standard	standard	ADJ
cet-12868	45	33	practices	practice	NOUN
cet-12868	45	34	(	(	PUNCT
cet-12868	45	35	matino	matino	PROPN
cet-12868	45	36	et	et	PROPN
cet-12868	45	37	al	al	PROPN
cet-12868	45	38	.	.	PROPN
cet-12868	45	39	,	,	PUNCT
cet-12868	45	40	2018	2018	NUM
cet-12868	45	41	)	)	PUNCT
cet-12868	45	42	.	.	PUNCT
cet-12868	46	1	the	the	DET
cet-12868	46	2	core	core	NOUN
cet-12868	46	3	objective	objective	NOUN
cet-12868	46	4	of	of	ADP
cet-12868	46	5	the	the	DET
cet-12868	46	6	updated	update	VERB
cet-12868	46	7	model	model	NOUN
cet-12868	46	8	is	be	AUX
cet-12868	46	9	an	an	DET
cet-12868	46	10	accurate	accurate	ADJ
cet-12868	46	11	forecast	forecast	NOUN
cet-12868	46	12	of	of	ADP
cet-12868	46	13	amount	amount	NOUN
cet-12868	46	14	and	and	CCONJ
cet-12868	46	15	composition	composition	NOUN
cet-12868	46	16	of	of	ADP
cet-12868	46	17	eaf	eaf	PROPN
cet-12868	46	18	and	and	CCONJ
cet-12868	46	19	lf	lf	ADP
cet-12868	46	20	slags	slag	NOUN
cet-12868	46	21	based	base	VERB
cet-12868	46	22	on	on	ADP
cet-12868	46	23	the	the	DET
cet-12868	46	24	operating	operating	NOUN
cet-12868	46	25	conditions	condition	NOUN
cet-12868	46	26	and	and	CCONJ
cet-12868	46	27	produced	produce	VERB
cet-12868	46	28	steel	steel	NOUN
cet-12868	46	29	.	.	PUNCT
cet-12868	47	1	moreover	moreover	ADV
cet-12868	47	2	,	,	PUNCT
cet-12868	47	3	the	the	DET
cet-12868	47	4	model	model	NOUN
cet-12868	47	5	allows	allow	VERB
cet-12868	47	6	monitoring	monitor	VERB
cet-12868	47	7	the	the	DET
cet-12868	47	8	liquid	liquid	ADJ
cet-12868	47	9	metal	metal	NOUN
cet-12868	47	10	amount	amount	NOUN
cet-12868	47	11	and	and	CCONJ
cet-12868	47	12	compositions	composition	NOUN
cet-12868	47	13	and	and	CCONJ
cet-12868	47	14	estimates	estimate	VERB
cet-12868	47	15	the	the	DET
cet-12868	47	16	energy	energy	NOUN
cet-12868	47	17	impacts	impact	NOUN
cet-12868	47	18	(	(	PUNCT
cet-12868	47	19	i.e.	i.e.	X
cet-12868	47	20	electrical	electrical	ADJ
cet-12868	47	21	energy	energy	NOUN
cet-12868	47	22	exploited	exploit	VERB
cet-12868	47	23	in	in	ADP
cet-12868	47	24	eaf	eaf	PROPN
cet-12868	47	25	and	and	CCONJ
cet-12868	47	26	lf	lf	PROPN
cet-12868	47	27	)	)	PUNCT
cet-12868	47	28	,	,	PUNCT
cet-12868	47	29	by	by	ADP
cet-12868	47	30	considering	consider	VERB
cet-12868	47	31	a	a	DET
cet-12868	47	32	broader	broad	ADJ
cet-12868	47	33	range	range	NOUN
cet-12868	47	34	of	of	ADP
cet-12868	47	35	phenomena	phenomenon	NOUN
cet-12868	47	36	with	with	ADP
cet-12868	47	37	respect	respect	NOUN
cet-12868	47	38	to	to	ADP
cet-12868	47	39	its	its	PRON
cet-12868	47	40	first	first	ADJ
cet-12868	47	41	version	version	NOUN
cet-12868	47	42	.	.	PUNCT
cet-12868	48	1	three	three	NUM
cet-12868	48	2	steps	step	NOUN
cet-12868	48	3	have	have	AUX
cet-12868	48	4	been	be	AUX
cet-12868	48	5	followed	follow	VERB
cet-12868	48	6	for	for	ADP
cet-12868	48	7	model	model	NOUN
cet-12868	48	8	development	development	NOUN
cet-12868	48	9	:	:	PUNCT
cet-12868	48	10	•	•	NUM
cet-12868	48	11	analysis	analysis	NOUN
cet-12868	48	12	of	of	ADP
cet-12868	48	13	the	the	DET
cet-12868	48	14	considered	consider	VERB
cet-12868	48	15	real	real	ADJ
cet-12868	48	16	industrial	industrial	ADJ
cet-12868	48	17	production	production	NOUN
cet-12868	48	18	process	process	NOUN
cet-12868	48	19	and	and	CCONJ
cet-12868	48	20	knowledge	knowledge	NOUN
cet-12868	48	21	acquisition	acquisition	NOUN
cet-12868	48	22	;	;	PUNCT
cet-12868	48	23	•	•	NUM
cet-12868	48	24	data	data	NOUN
cet-12868	48	25	collection	collection	NOUN
cet-12868	48	26	,	,	PUNCT
cet-12868	48	27	analysis	analysis	NOUN
cet-12868	48	28	,	,	PUNCT
cet-12868	48	29	clustering	clustering	NOUN
cet-12868	48	30	,	,	PUNCT
cet-12868	48	31	and	and	CCONJ
cet-12868	48	32	acquisition	acquisition	NOUN
cet-12868	48	33	of	of	ADP
cet-12868	48	34	missing	miss	VERB
cet-12868	48	35	/	/	SYM
cet-12868	48	36	useful	useful	ADJ
cet-12868	48	37	information	information	NOUN
cet-12868	48	38	from	from	ADP
cet-12868	48	39	literature	literature	NOUN
cet-12868	48	40	;	;	PUNCT
cet-12868	48	41	•	•	NUM
cet-12868	48	42	model	model	NOUN
cet-12868	48	43	adaptation	adaptation	NOUN
cet-12868	48	44	,	,	PUNCT
cet-12868	48	45	tuning	tuning	NOUN
cet-12868	48	46	,	,	PUNCT
cet-12868	48	47	and	and	CCONJ
cet-12868	48	48	refining	refining	NOUN
cet-12868	48	49	according	accord	VERB
cet-12868	48	50	to	to	ADP
cet-12868	48	51	plant	plant	NOUN
cet-12868	48	52	specifications	specification	NOUN
cet-12868	48	53	and	and	CCONJ
cet-12868	48	54	requirements	requirement	NOUN
cet-12868	48	55	.	.	PUNCT
cet-12868	49	1	the	the	DET
cet-12868	49	2	model	model	NOUN
cet-12868	49	3	was	be	AUX
cet-12868	49	4	adapted	adapt	VERB
cet-12868	49	5	to	to	PART
cet-12868	49	6	reproduce	reproduce	VERB
cet-12868	49	7	all	all	DET
cet-12868	49	8	the	the	DET
cet-12868	49	9	different	different	ADJ
cet-12868	49	10	steps	step	NOUN
cet-12868	49	11	and	and	CCONJ
cet-12868	49	12	involved	involve	VERB
cet-12868	49	13	phenomena	phenomenon	NOUN
cet-12868	49	14	of	of	ADP
cet-12868	49	15	the	the	DET
cet-12868	49	16	considered	considered	ADJ
cet-12868	49	17	production	production	NOUN
cet-12868	49	18	process	process	NOUN
cet-12868	49	19	.	.	PUNCT
cet-12868	50	1	the	the	DET
cet-12868	50	2	main	main	ADJ
cet-12868	50	3	sections	section	NOUN
cet-12868	50	4	of	of	ADP
cet-12868	50	5	the	the	DET
cet-12868	50	6	model	model	NOUN
cet-12868	50	7	are	be	AUX
cet-12868	50	8	:	:	PUNCT
cet-12868	50	9	122	122	NUM
cet-12868	50	10	•	•	NUM
cet-12868	50	11	eaf	eaf	NOUN
cet-12868	50	12	charge	charge	NOUN
cet-12868	50	13	and	and	CCONJ
cet-12868	50	14	melting	melting	NOUN
cet-12868	50	15	;	;	PUNCT
cet-12868	50	16	•	•	NUM
cet-12868	50	17	additions	addition	NOUN
cet-12868	50	18	in	in	ADP
cet-12868	50	19	the	the	DET
cet-12868	50	20	eaf	eaf	NOUN
cet-12868	50	21	,	,	PUNCT
cet-12868	50	22	slagging	slagging	NOUN
cet-12868	50	23	and	and	CCONJ
cet-12868	50	24	tapping	tapping	NOUN
cet-12868	50	25	;	;	PUNCT
cet-12868	50	26	•	•	NUM
cet-12868	50	27	additions	addition	NOUN
cet-12868	50	28	before	before	ADP
cet-12868	50	29	secondary	secondary	ADJ
cet-12868	50	30	metallurgy	metallurgy	NOUN
cet-12868	50	31	and	and	CCONJ
cet-12868	50	32	transportation	transportation	NOUN
cet-12868	50	33	of	of	ADP
cet-12868	50	34	the	the	DET
cet-12868	50	35	ladle	ladle	NOUN
cet-12868	50	36	;	;	PUNCT
cet-12868	50	37	•	•	NUM
cet-12868	50	38	lf	lf	ADP
cet-12868	50	39	treatment	treatment	NOUN
cet-12868	50	40	;	;	PUNCT
cet-12868	50	41	•	•	NUM
cet-12868	50	42	vacuum	vacuum	NOUN
cet-12868	50	43	degassing	degassing	NOUN
cet-12868	50	44	(	(	PUNCT
cet-12868	50	45	vd	vd	NOUN
cet-12868	50	46	)	)	PUNCT
cet-12868	50	47	treatment	treatment	NOUN
cet-12868	50	48	and	and	CCONJ
cet-12868	50	49	final	final	ADJ
cet-12868	50	50	stages	stage	NOUN
cet-12868	50	51	of	of	ADP
cet-12868	50	52	secondary	secondary	ADJ
cet-12868	50	53	metallurgy	metallurgy	NOUN
cet-12868	50	54	;	;	PUNCT
cet-12868	51	1	•	•	NUM
cet-12868	51	2	receipt	receipt	NOUN
cet-12868	51	3	of	of	ADP
cet-12868	51	4	steel	steel	NOUN
cet-12868	51	5	in	in	ADP
cet-12868	51	6	tundish	tundish	NOUN
cet-12868	51	7	and	and	CCONJ
cet-12868	51	8	starting	start	VERB
cet-12868	51	9	of	of	ADP
cet-12868	51	10	continuous	continuous	ADJ
cet-12868	51	11	casting	casting	NOUN
cet-12868	51	12	.	.	PUNCT
cet-12868	52	1	model	model	NOUN
cet-12868	52	2	adaptation	adaptation	NOUN
cet-12868	52	3	started	start	VERB
cet-12868	52	4	by	by	ADP
cet-12868	52	5	increasing	increase	VERB
cet-12868	52	6	the	the	DET
cet-12868	52	7	included	include	VERB
cet-12868	52	8	chemical	chemical	NOUN
cet-12868	52	9	species	specie	NOUN
cet-12868	52	10	,	,	PUNCT
cet-12868	52	11	interactions	interaction	NOUN
cet-12868	52	12	,	,	PUNCT
cet-12868	52	13	and	and	CCONJ
cet-12868	52	14	reactions	reaction	NOUN
cet-12868	52	15	.	.	PUNCT
cet-12868	53	1	then	then	ADV
cet-12868	53	2	,	,	PUNCT
cet-12868	53	3	input	input	NOUN
cet-12868	53	4	streams	stream	NOUN
cet-12868	53	5	(	(	PUNCT
cet-12868	53	6	i.e.	i.e.	X
cet-12868	53	7	scraps	scrap	NOUN
cet-12868	53	8	,	,	PUNCT
cet-12868	53	9	fe	fe	NOUN
cet-12868	53	10	-	-	PUNCT
cet-12868	53	11	alloys	alloy	NOUN
cet-12868	53	12	,	,	PUNCT
cet-12868	53	13	and	and	CCONJ
cet-12868	53	14	further	further	ADJ
cet-12868	53	15	additions	addition	NOUN
cet-12868	53	16	)	)	PUNCT
cet-12868	53	17	were	be	AUX
cet-12868	53	18	updated	update	VERB
cet-12868	53	19	in	in	ADP
cet-12868	53	20	terms	term	NOUN
cet-12868	53	21	of	of	ADP
cet-12868	53	22	types	type	NOUN
cet-12868	53	23	and	and	CCONJ
cet-12868	53	24	compositions	composition	NOUN
cet-12868	53	25	considering	consider	VERB
cet-12868	53	26	industrial	industrial	ADJ
cet-12868	53	27	data	datum	NOUN
cet-12868	53	28	.	.	PUNCT
cet-12868	54	1	therefore	therefore	ADV
cet-12868	54	2	,	,	PUNCT
cet-12868	54	3	the	the	DET
cet-12868	54	4	model	model	NOUN
cet-12868	54	5	flowsheet	flowsheet	PROPN
cet-12868	54	6	was	be	AUX
cet-12868	54	7	upgraded	upgrade	VERB
cet-12868	54	8	section	section	NOUN
cet-12868	54	9	by	by	ADP
cet-12868	54	10	section	section	NOUN
cet-12868	54	11	.	.	PUNCT
cet-12868	55	1	each	each	DET
cet-12868	55	2	section	section	NOUN
cet-12868	55	3	takes	take	VERB
cet-12868	55	4	into	into	ADP
cet-12868	55	5	account	account	NOUN
cet-12868	55	6	the	the	DET
cet-12868	55	7	sum	sum	NOUN
cet-12868	55	8	of	of	ADP
cet-12868	55	9	effects	effect	NOUN
cet-12868	55	10	in	in	ADP
cet-12868	55	11	terms	term	NOUN
cet-12868	55	12	of	of	ADP
cet-12868	55	13	mass	mass	NOUN
cet-12868	55	14	and	and	CCONJ
cet-12868	55	15	energy	energy	NOUN
cet-12868	55	16	flows	flow	NOUN
cet-12868	55	17	and	and	CCONJ
cet-12868	55	18	balances	balance	NOUN
cet-12868	55	19	,	,	PUNCT
cet-12868	55	20	and	and	CCONJ
cet-12868	55	21	chemical	chemical	NOUN
cet-12868	55	22	and	and	CCONJ
cet-12868	55	23	physical	physical	ADJ
cet-12868	55	24	equilibria	equilibrium	NOUN
cet-12868	55	25	and	and	CCONJ
cet-12868	55	26	transformations	transformation	NOUN
cet-12868	55	27	.	.	PUNCT
cet-12868	56	1	furthermore	furthermore	ADV
cet-12868	56	2	,	,	PUNCT
cet-12868	56	3	each	each	DET
cet-12868	56	4	“	"	PUNCT
cet-12868	56	5	process	process	NOUN
cet-12868	56	6	unit	unit	NOUN
cet-12868	56	7	”	"	PUNCT
cet-12868	56	8	(	(	PUNCT
cet-12868	56	9	e.g.	e.g.	ADV
cet-12868	56	10	,	,	PUNCT
cet-12868	56	11	eaf	eaf	PROPN
cet-12868	56	12	,	,	PUNCT
cet-12868	56	13	lf	lf	NOUN
cet-12868	56	14	,	,	PUNCT
cet-12868	56	15	vd	vd	NOUN
cet-12868	56	16	)	)	PUNCT
cet-12868	56	17	is	be	AUX
cet-12868	56	18	represented	represent	VERB
cet-12868	56	19	by	by	ADP
cet-12868	56	20	the	the	DET
cet-12868	56	21	combination	combination	NOUN
cet-12868	56	22	of	of	ADP
cet-12868	56	23	different	different	ADJ
cet-12868	56	24	sub	sub	NOUN
cet-12868	56	25	-	-	NOUN
cet-12868	56	26	units	unit	NOUN
cet-12868	56	27	to	to	PART
cet-12868	56	28	reproduce	reproduce	VERB
cet-12868	56	29	the	the	DET
cet-12868	56	30	various	various	ADJ
cet-12868	56	31	involved	involved	ADJ
cet-12868	56	32	phenomena	phenomenon	NOUN
cet-12868	56	33	(	(	PUNCT
cet-12868	56	34	e.g.	e.g.	ADV
cet-12868	56	35	,	,	PUNCT
cet-12868	56	36	melting	melting	NOUN
cet-12868	56	37	,	,	PUNCT
cet-12868	56	38	oxidation	oxidation	NOUN
cet-12868	56	39	,	,	PUNCT
cet-12868	56	40	tapping	tapping	NOUN
cet-12868	56	41	,	,	PUNCT
cet-12868	56	42	refining	refining	NOUN
cet-12868	56	43	,	,	PUNCT
cet-12868	56	44	degassing	degassing	NOUN
cet-12868	56	45	,	,	PUNCT
cet-12868	56	46	etc	etc	X
cet-12868	56	47	.	.	X
cet-12868	56	48	)	)	PUNCT
cet-12868	56	49	.	.	PUNCT
cet-12868	57	1	the	the	DET
cet-12868	57	2	inputs	input	NOUN
cet-12868	57	3	of	of	ADP
cet-12868	57	4	each	each	DET
cet-12868	57	5	unit	unit	NOUN
cet-12868	57	6	are	be	AUX
cet-12868	57	7	well	well	ADV
cet-12868	57	8	-	-	PUNCT
cet-12868	57	9	known	know	VERB
cet-12868	57	10	process	process	NOUN
cet-12868	57	11	parameters	parameter	NOUN
cet-12868	57	12	,	,	PUNCT
cet-12868	57	13	including	include	VERB
cet-12868	57	14	charge	charge	NOUN
cet-12868	57	15	streams	stream	NOUN
cet-12868	57	16	and	and	CCONJ
cet-12868	57	17	process	process	NOUN
cet-12868	57	18	conditions	condition	NOUN
cet-12868	57	19	such	such	ADJ
cet-12868	57	20	as	as	ADP
cet-12868	57	21	mass	mass	NOUN
cet-12868	57	22	/	/	SYM
cet-12868	57	23	volume	volume	NOUN
cet-12868	57	24	of	of	ADP
cet-12868	57	25	charges	charge	NOUN
cet-12868	57	26	/	/	SYM
cet-12868	57	27	injections	injection	NOUN
cet-12868	57	28	,	,	PUNCT
cet-12868	57	29	fe	fe	NOUN
cet-12868	57	30	-	-	PUNCT
cet-12868	57	31	alloys	alloy	NOUN
cet-12868	57	32	or	or	CCONJ
cet-12868	57	33	further	further	ADJ
cet-12868	57	34	additions	addition	NOUN
cet-12868	57	35	,	,	PUNCT
cet-12868	57	36	temperatures	temperature	NOUN
cet-12868	57	37	,	,	PUNCT
cet-12868	57	38	and	and	CCONJ
cet-12868	57	39	pressures	pressure	NOUN
cet-12868	57	40	.	.	PUNCT
cet-12868	58	1	all	all	PRON
cet-12868	58	2	of	of	ADP
cet-12868	58	3	them	they	PRON
cet-12868	58	4	are	be	AUX
cet-12868	58	5	available	available	ADJ
cet-12868	58	6	before	before	ADP
cet-12868	58	7	starting	start	VERB
cet-12868	58	8	the	the	DET
cet-12868	58	9	single	single	ADJ
cet-12868	58	10	heat	heat	NOUN
cet-12868	58	11	production	production	NOUN
cet-12868	58	12	(	(	PUNCT
cet-12868	58	13	or	or	CCONJ
cet-12868	58	14	simulation	simulation	NOUN
cet-12868	58	15	)	)	PUNCT
cet-12868	58	16	.	.	PUNCT
cet-12868	59	1	as	as	SCONJ
cet-12868	59	2	reported	report	VERB
cet-12868	59	3	above	above	ADV
cet-12868	59	4	,	,	PUNCT
cet-12868	59	5	the	the	DET
cet-12868	59	6	first	first	ADJ
cet-12868	59	7	flowsheet	flowsheet	ADJ
cet-12868	59	8	part	part	NOUN
cet-12868	59	9	is	be	AUX
cet-12868	59	10	related	relate	VERB
cet-12868	59	11	to	to	ADP
cet-12868	59	12	“	"	PUNCT
cet-12868	59	13	eaf	eaf	NOUN
cet-12868	59	14	charge	charge	NOUN
cet-12868	59	15	and	and	CCONJ
cet-12868	59	16	melting	melting	NOUN
cet-12868	59	17	”	"	PUNCT
cet-12868	59	18	,	,	PUNCT
cet-12868	59	19	in	in	ADP
cet-12868	59	20	which	which	PRON
cet-12868	59	21	the	the	DET
cet-12868	59	22	charge	charge	NOUN
cet-12868	59	23	of	of	ADP
cet-12868	59	24	basket	basket	NOUN
cet-12868	59	25	with	with	ADP
cet-12868	59	26	solid	solid	ADJ
cet-12868	59	27	scraps	scrap	NOUN
cet-12868	59	28	and	and	CCONJ
cet-12868	59	29	further	further	ADJ
cet-12868	59	30	solid	solid	ADJ
cet-12868	59	31	feeds	feed	NOUN
cet-12868	59	32	(	(	PUNCT
cet-12868	59	33	e.g.	e.g.	ADV
cet-12868	59	34	dolomitic	dolomitic	ADJ
cet-12868	59	35	lime	lime	NOUN
cet-12868	59	36	)	)	PUNCT
cet-12868	59	37	is	be	AUX
cet-12868	59	38	simplified	simplify	VERB
cet-12868	59	39	by	by	ADP
cet-12868	59	40	mixing	mix	VERB
cet-12868	59	41	in	in	ADP
cet-12868	59	42	a	a	DET
cet-12868	59	43	single	single	ADJ
cet-12868	59	44	step	step	NOUN
cet-12868	59	45	(	(	PUNCT
cet-12868	59	46	generally	generally	ADV
cet-12868	59	47	more	more	ADJ
cet-12868	59	48	baskets	basket	NOUN
cet-12868	59	49	are	be	AUX
cet-12868	59	50	charged	charge	VERB
cet-12868	59	51	in	in	ADP
cet-12868	59	52	sequence	sequence	NOUN
cet-12868	59	53	)	)	PUNCT
cet-12868	60	1	a	a	DET
cet-12868	60	2	series	series	NOUN
cet-12868	60	3	of	of	ADP
cet-12868	60	4	input	input	NOUN
cet-12868	60	5	streams	stream	NOUN
cet-12868	60	6	.	.	PUNCT
cet-12868	61	1	the	the	DET
cet-12868	61	2	charge	charge	NOUN
cet-12868	61	3	is	be	AUX
cet-12868	61	4	melted	melt	VERB
cet-12868	61	5	by	by	ADP
cet-12868	61	6	applying	apply	VERB
cet-12868	61	7	different	different	ADJ
cet-12868	61	8	energy	energy	NOUN
cet-12868	61	9	sources	source	NOUN
cet-12868	61	10	,	,	PUNCT
cet-12868	61	11	such	such	ADJ
cet-12868	61	12	as	as	ADP
cet-12868	61	13	electric	electric	ADJ
cet-12868	61	14	energy	energy	NOUN
cet-12868	61	15	,	,	PUNCT
cet-12868	61	16	combustion	combustion	NOUN
cet-12868	61	17	of	of	ADP
cet-12868	61	18	natural	natural	ADJ
cet-12868	61	19	gas	gas	NOUN
cet-12868	61	20	,	,	PUNCT
cet-12868	61	21	chemical	chemical	ADJ
cet-12868	61	22	energy	energy	NOUN
cet-12868	61	23	from	from	ADP
cet-12868	61	24	potential	potential	ADJ
cet-12868	61	25	addition	addition	NOUN
cet-12868	61	26	of	of	ADP
cet-12868	61	27	coke	coke	NOUN
cet-12868	61	28	,	,	PUNCT
cet-12868	61	29	and	and	CCONJ
cet-12868	61	30	exothermic	exothermic	ADJ
cet-12868	61	31	reactions	reaction	NOUN
cet-12868	61	32	(	(	PUNCT
cet-12868	61	33	e.g.	e.g.	ADV
cet-12868	61	34	oxidations	oxidation	NOUN
cet-12868	61	35	)	)	PUNCT
cet-12868	61	36	.	.	PUNCT
cet-12868	62	1	the	the	DET
cet-12868	62	2	expected	expect	VERB
cet-12868	62	3	temperature	temperature	NOUN
cet-12868	62	4	at	at	ADP
cet-12868	62	5	tapping	tap	VERB
cet-12868	62	6	(	(	PUNCT
cet-12868	62	7	set	set	VERB
cet-12868	62	8	by	by	ADP
cet-12868	62	9	the	the	DET
cet-12868	62	10	user	user	NOUN
cet-12868	62	11	)	)	PUNCT
cet-12868	62	12	is	be	AUX
cet-12868	62	13	guaranteed	guarantee	VERB
cet-12868	62	14	by	by	ADP
cet-12868	62	15	the	the	DET
cet-12868	62	16	computation	computation	NOUN
cet-12868	62	17	of	of	ADP
cet-12868	62	18	the	the	DET
cet-12868	62	19	required	require	VERB
cet-12868	62	20	electric	electric	ADJ
cet-12868	62	21	energy	energy	NOUN
cet-12868	62	22	,	,	PUNCT
cet-12868	62	23	which	which	PRON
cet-12868	62	24	is	be	AUX
cet-12868	62	25	the	the	DET
cet-12868	62	26	result	result	NOUN
cet-12868	62	27	of	of	ADP
cet-12868	62	28	energy	energy	NOUN
cet-12868	62	29	balances	balance	NOUN
cet-12868	62	30	considering	consider	VERB
cet-12868	62	31	all	all	DET
cet-12868	62	32	the	the	DET
cet-12868	62	33	mentioned	mention	VERB
cet-12868	62	34	energy	energy	NOUN
cet-12868	62	35	streams	stream	NOUN
cet-12868	62	36	and	and	CCONJ
cet-12868	62	37	including	include	VERB
cet-12868	62	38	also	also	ADV
cet-12868	62	39	energy	energy	NOUN
cet-12868	62	40	losses	loss	NOUN
cet-12868	62	41	.	.	PUNCT
cet-12868	63	1	after	after	ADP
cet-12868	63	2	melting	melt	VERB
cet-12868	63	3	,	,	PUNCT
cet-12868	63	4	“	"	PUNCT
cet-12868	63	5	eaf	eaf	NOUN
cet-12868	63	6	addition	addition	NOUN
cet-12868	63	7	,	,	PUNCT
cet-12868	63	8	slagging	slagging	NOUN
cet-12868	63	9	,	,	PUNCT
cet-12868	63	10	and	and	CCONJ
cet-12868	63	11	tapping	tapping	NOUN
cet-12868	63	12	”	"	PUNCT
cet-12868	63	13	are	be	AUX
cet-12868	63	14	simulated	simulate	VERB
cet-12868	63	15	.	.	PUNCT
cet-12868	64	1	figure	figure	NOUN
cet-12868	64	2	1	1	NUM
cet-12868	64	3	shows	show	VERB
cet-12868	64	4	the	the	DET
cet-12868	64	5	related	related	ADJ
cet-12868	64	6	part	part	NOUN
cet-12868	64	7	of	of	ADP
cet-12868	64	8	the	the	DET
cet-12868	64	9	flowsheet	flowsheet	ADJ
cet-12868	64	10	model	model	NOUN
cet-12868	64	11	;	;	PUNCT
cet-12868	64	12	which	which	PRON
cet-12868	64	13	is	be	AUX
cet-12868	64	14	one	one	NUM
cet-12868	64	15	of	of	ADP
cet-12868	64	16	the	the	DET
cet-12868	64	17	main	main	ADJ
cet-12868	64	18	model	model	NOUN
cet-12868	64	19	parts	part	NOUN
cet-12868	64	20	whose	whose	DET
cet-12868	64	21	update	update	NOUN
cet-12868	64	22	was	be	AUX
cet-12868	64	23	fundamental	fundamental	ADJ
cet-12868	64	24	for	for	ADP
cet-12868	64	25	improving	improve	VERB
cet-12868	64	26	the	the	DET
cet-12868	64	27	accuracy	accuracy	NOUN
cet-12868	64	28	of	of	ADP
cet-12868	64	29	eaf	eaf	PROPN
cet-12868	64	30	slag	slag	NOUN
cet-12868	64	31	simulation	simulation	NOUN
cet-12868	64	32	.	.	PUNCT
cet-12868	65	1	coal	coal	NOUN
cet-12868	65	2	(	(	PUNCT
cet-12868	65	3	generally	generally	ADV
cet-12868	65	4	used	use	VERB
cet-12868	65	5	for	for	ADP
cet-12868	65	6	foamy	foamy	ADJ
cet-12868	65	7	slag	slag	NOUN
cet-12868	65	8	formation	formation	NOUN
cet-12868	65	9	)	)	PUNCT
cet-12868	65	10	,	,	PUNCT
cet-12868	65	11	scorifying	scorifye	VERB
cet-12868	65	12	materials	material	NOUN
cet-12868	65	13	,	,	PUNCT
cet-12868	65	14	and	and	CCONJ
cet-12868	65	15	deoxidizing	deoxidize	VERB
cet-12868	65	16	agents	agent	NOUN
cet-12868	65	17	are	be	AUX
cet-12868	65	18	supplied	supply	VERB
cet-12868	65	19	.	.	PUNCT
cet-12868	66	1	a	a	DET
cet-12868	66	2	significant	significant	ADJ
cet-12868	66	3	number	number	NOUN
cet-12868	66	4	of	of	ADP
cet-12868	66	5	reactions	reaction	NOUN
cet-12868	66	6	(	(	PUNCT
cet-12868	66	7	more	more	ADV
cet-12868	66	8	numerous	numerous	ADJ
cet-12868	66	9	than	than	ADP
cet-12868	66	10	in	in	ADP
cet-12868	66	11	the	the	DET
cet-12868	66	12	first	first	ADJ
cet-12868	66	13	version	version	NOUN
cet-12868	66	14	of	of	ADP
cet-12868	66	15	the	the	DET
cet-12868	66	16	model	model	NOUN
cet-12868	66	17	)	)	PUNCT
cet-12868	66	18	were	be	AUX
cet-12868	66	19	included	include	VERB
cet-12868	66	20	in	in	ADP
cet-12868	66	21	this	this	DET
cet-12868	66	22	section	section	NOUN
cet-12868	66	23	for	for	ADP
cet-12868	66	24	simulating	simulate	VERB
cet-12868	66	25	the	the	DET
cet-12868	66	26	formation	formation	NOUN
cet-12868	66	27	of	of	ADP
cet-12868	66	28	slag	slag	NOUN
cet-12868	66	29	,	,	PUNCT
cet-12868	66	30	including	include	VERB
cet-12868	66	31	foaming	foam	VERB
cet-12868	66	32	with	with	ADP
cet-12868	66	33	the	the	DET
cet-12868	66	34	decarbonisation	decarbonisation	NOUN
cet-12868	66	35	reaction	reaction	NOUN
cet-12868	66	36	,	,	PUNCT
cet-12868	66	37	deoxidation	deoxidation	NOUN
cet-12868	66	38	,	,	PUNCT
cet-12868	66	39	and	and	CCONJ
cet-12868	66	40	subsequent	subsequent	ADJ
cet-12868	66	41	desulphurization	desulphurization	NOUN
cet-12868	66	42	of	of	ADP
cet-12868	66	43	the	the	DET
cet-12868	66	44	bath	bath	NOUN
cet-12868	66	45	.	.	PUNCT
cet-12868	67	1	exothermic	exothermic	ADJ
cet-12868	67	2	and	and	CCONJ
cet-12868	67	3	endothermic	endothermic	ADJ
cet-12868	67	4	nature	nature	NOUN
cet-12868	67	5	of	of	ADP
cet-12868	67	6	the	the	DET
cet-12868	67	7	reactions	reaction	NOUN
cet-12868	67	8	is	be	AUX
cet-12868	67	9	considered	consider	VERB
cet-12868	67	10	for	for	ADP
cet-12868	67	11	contributing	contribute	VERB
cet-12868	67	12	to	to	ADP
cet-12868	67	13	energy	energy	NOUN
cet-12868	67	14	balances	balance	NOUN
cet-12868	67	15	.	.	PUNCT
cet-12868	68	1	then	then	ADV
cet-12868	68	2	,	,	PUNCT
cet-12868	68	3	the	the	DET
cet-12868	68	4	separation	separation	NOUN
cet-12868	68	5	of	of	ADP
cet-12868	68	6	slag	slag	NOUN
cet-12868	68	7	and	and	CCONJ
cet-12868	68	8	fumes	fume	NOUN
cet-12868	68	9	from	from	ADP
cet-12868	68	10	molten	molten	ADJ
cet-12868	68	11	bath	bath	NOUN
cet-12868	68	12	is	be	AUX
cet-12868	68	13	simulated	simulate	VERB
cet-12868	68	14	including	include	VERB
cet-12868	68	15	the	the	DET
cet-12868	68	16	related	relate	VERB
cet-12868	68	17	energy	energy	NOUN
cet-12868	68	18	losses	loss	NOUN
cet-12868	68	19	;	;	PUNCT
cet-12868	68	20	this	this	DET
cet-12868	68	21	step	step	NOUN
cet-12868	68	22	ends	end	VERB
cet-12868	68	23	with	with	ADP
cet-12868	68	24	the	the	DET
cet-12868	68	25	separation	separation	NOUN
cet-12868	68	26	of	of	ADP
cet-12868	68	27	liquid	liquid	ADJ
cet-12868	68	28	metal	metal	NOUN
cet-12868	68	29	from	from	ADP
cet-12868	68	30	eaf	eaf	PROPN
cet-12868	68	31	slag	slag	NOUN
cet-12868	68	32	and	and	CCONJ
cet-12868	68	33	with	with	ADP
cet-12868	68	34	an	an	DET
cet-12868	68	35	estimate	estimate	NOUN
cet-12868	68	36	of	of	ADP
cet-12868	68	37	eventual	eventual	ADJ
cet-12868	68	38	slag	slag	NOUN
cet-12868	68	39	entrainment	entrainment	NOUN
cet-12868	68	40	.	.	PUNCT
cet-12868	69	1	figure	figure	NOUN
cet-12868	69	2	1	1	NUM
cet-12868	69	3	:	:	PUNCT
cet-12868	69	4	flowsheet	flowsheet	ADJ
cet-12868	69	5	section	section	NOUN
cet-12868	69	6	of	of	ADP
cet-12868	69	7	eaf	eaf	PROPN
cet-12868	69	8	additions	addition	NOUN
cet-12868	69	9	,	,	PUNCT
cet-12868	69	10	slagging	slag	VERB
cet-12868	69	11	and	and	CCONJ
cet-12868	69	12	tapping	tap	VERB
cet-12868	69	13	–	–	PUNCT
cet-12868	69	14	aspen	aspen	NOUN
cet-12868	69	15	plus	plus	CCONJ
cet-12868	69	16	interface	interface	NOUN
cet-12868	69	17	where	where	SCONJ
cet-12868	69	18	the	the	DET
cet-12868	69	19	lines	line	NOUN
cet-12868	69	20	are	be	AUX
cet-12868	69	21	the	the	DET
cet-12868	69	22	streams	stream	NOUN
cet-12868	69	23	and	and	CCONJ
cet-12868	69	24	the	the	DET
cet-12868	69	25	blocks	block	NOUN
cet-12868	69	26	represent	represent	VERB
cet-12868	69	27	the	the	DET
cet-12868	69	28	plant	plant	NOUN
cet-12868	69	29	components	component	NOUN
cet-12868	69	30	before	before	ADP
cet-12868	69	31	secondary	secondary	ADJ
cet-12868	69	32	metallurgy	metallurgy	NOUN
cet-12868	69	33	,	,	PUNCT
cet-12868	69	34	the	the	DET
cet-12868	69	35	additions	addition	NOUN
cet-12868	69	36	introduced	introduce	VERB
cet-12868	69	37	during	during	ADP
cet-12868	69	38	tapping	tapping	NOUN
cet-12868	69	39	,	,	PUNCT
cet-12868	69	40	the	the	DET
cet-12868	69	41	related	related	ADJ
cet-12868	69	42	heat	heat	NOUN
cet-12868	69	43	losses	loss	NOUN
cet-12868	69	44	(	(	PUNCT
cet-12868	69	45	e.g.	e.g.	ADV
cet-12868	69	46	for	for	ADP
cet-12868	69	47	their	their	PRON
cet-12868	69	48	melting	melting	NOUN
cet-12868	69	49	)	)	PUNCT
cet-12868	69	50	and	and	CCONJ
cet-12868	69	51	the	the	DET
cet-12868	69	52	cooling	cooling	NOUN
cet-12868	69	53	of	of	ADP
cet-12868	69	54	melting	melt	VERB
cet-12868	69	55	bath	bath	NOUN
cet-12868	69	56	for	for	ADP
cet-12868	69	57	ladle	ladle	NOUN
cet-12868	69	58	transportation	transportation	NOUN
cet-12868	69	59	are	be	AUX
cet-12868	69	60	considered	consider	VERB
cet-12868	69	61	.	.	PUNCT
cet-12868	70	1	secondary	secondary	ADJ
cet-12868	70	2	metallurgy	metallurgy	NOUN
cet-12868	70	3	aims	aim	VERB
cet-12868	70	4	at	at	ADP
cet-12868	70	5	achieving	achieve	VERB
cet-12868	70	6	the	the	DET
cet-12868	70	7	desired	desire	VERB
cet-12868	70	8	steel	steel	NOUN
cet-12868	70	9	composition	composition	NOUN
cet-12868	70	10	and	and	CCONJ
cet-12868	70	11	temperature	temperature	NOUN
cet-12868	70	12	.	.	PUNCT
cet-12868	71	1	deoxidation	deoxidation	NOUN
cet-12868	71	2	,	,	PUNCT
cet-12868	71	3	desulphuration	desulphuration	NOUN
cet-12868	71	4	,	,	PUNCT
cet-12868	71	5	and	and	CCONJ
cet-12868	71	6	refining	refining	NOUN
cet-12868	71	7	processes	process	NOUN
cet-12868	71	8	of	of	ADP
cet-12868	71	9	steel	steel	NOUN
cet-12868	71	10	and	and	CCONJ
cet-12868	71	11	slags	slag	NOUN
cet-12868	71	12	are	be	AUX
cet-12868	71	13	simulated	simulate	VERB
cet-12868	71	14	together	together	ADV
cet-12868	71	15	with	with	ADP
cet-12868	71	16	the	the	DET
cet-12868	71	17	addition	addition	NOUN
cet-12868	71	18	of	of	ADP
cet-12868	71	19	inert	inert	ADJ
cet-12868	71	20	gases	gas	NOUN
cet-12868	71	21	generally	generally	ADV
cet-12868	71	22	used	use	VERB
cet-12868	71	23	for	for	ADP
cet-12868	71	24	stirring	stir	VERB
cet-12868	71	25	purposes	purpose	NOUN
cet-12868	71	26	or	or	CCONJ
cet-12868	71	27	for	for	ADP
cet-12868	71	28	improving	improve	VERB
cet-12868	71	29	steel	steel	NOUN
cet-12868	71	30	bath	bath	NOUN
cet-12868	71	31	degassing	degassing	NOUN
cet-12868	71	32	.	.	PUNCT
cet-12868	72	1	for	for	ADP
cet-12868	72	2	modelling	model	VERB
cet-12868	72	3	purposes	purpose	NOUN
cet-12868	72	4	and	and	CCONJ
cet-12868	72	5	considering	consider	VERB
cet-12868	72	6	the	the	DET
cet-12868	72	7	available	available	ADJ
cet-12868	72	8	data	datum	NOUN
cet-12868	72	9	,	,	PUNCT
cet-12868	72	10	lf	lf	ADP
cet-12868	72	11	processes	process	NOUN
cet-12868	72	12	are	be	AUX
cet-12868	72	13	included	include	VERB
cet-12868	72	14	in	in	ADP
cet-12868	72	15	the	the	DET
cet-12868	72	16	model	model	NOUN
cet-12868	72	17	in	in	ADP
cet-12868	72	18	a	a	DET
cet-12868	72	19	single	single	ADJ
cet-12868	72	20	step	step	NOUN
cet-12868	72	21	(	(	PUNCT
cet-12868	72	22	figure	figure	NOUN
cet-12868	72	23	2	2	NUM
cet-12868	72	24	)	)	PUNCT
cet-12868	72	25	,	,	PUNCT
cet-12868	72	26	although	although	SCONJ
cet-12868	72	27	123	123	NUM
cet-12868	72	28	generally	generally	ADV
cet-12868	72	29	lf	lf	INTJ
cet-12868	72	30	is	be	AUX
cet-12868	72	31	followed	follow	VERB
cet-12868	72	32	by	by	ADP
cet-12868	72	33	vd	vd	NOUN
cet-12868	72	34	and	and	CCONJ
cet-12868	72	35	by	by	ADP
cet-12868	72	36	final	final	ADJ
cet-12868	72	37	lf	lf	NOUN
cet-12868	72	38	stages	stage	NOUN
cet-12868	72	39	.	.	PUNCT
cet-12868	73	1	control	control	NOUN
cet-12868	73	2	of	of	ADP
cet-12868	73	3	the	the	DET
cet-12868	73	4	nitrogen	nitrogen	NOUN
cet-12868	73	5	content	content	NOUN
cet-12868	73	6	and	and	CCONJ
cet-12868	73	7	reduction	reduction	NOUN
cet-12868	73	8	of	of	ADP
cet-12868	73	9	hydrogen	hydrogen	NOUN
cet-12868	73	10	and	and	CCONJ
cet-12868	73	11	sulphur	sulphur	NOUN
cet-12868	73	12	in	in	ADP
cet-12868	73	13	steel	steel	NOUN
cet-12868	73	14	in	in	ADP
cet-12868	73	15	vd	vd	NOUN
cet-12868	73	16	is	be	AUX
cet-12868	73	17	simulated	simulate	VERB
cet-12868	73	18	through	through	ADP
cet-12868	73	19	a	a	DET
cet-12868	73	20	“	"	PUNCT
cet-12868	73	21	flash	flash	NOUN
cet-12868	73	22	unit	unit	NOUN
cet-12868	73	23	”	"	PUNCT
cet-12868	73	24	and	and	CCONJ
cet-12868	73	25	an	an	DET
cet-12868	73	26	ad	ad	NOUN
cet-12868	73	27	-	-	PUNCT
cet-12868	73	28	hoc	hoc	ADJ
cet-12868	73	29	“	"	PUNCT
cet-12868	73	30	calculator	calculator	NOUN
cet-12868	73	31	blocks	block	NOUN
cet-12868	73	32	”	"	PUNCT
cet-12868	73	33	including	include	VERB
cet-12868	73	34	a	a	DET
cet-12868	73	35	literature	literature	NOUN
cet-12868	73	36	function	function	NOUN
cet-12868	73	37	,	,	PUNCT
cet-12868	73	38	which	which	PRON
cet-12868	73	39	correlates	correlate	VERB
cet-12868	73	40	the	the	DET
cet-12868	73	41	n2	n2	ADJ
cet-12868	73	42	and	and	CCONJ
cet-12868	73	43	h2	h2	NOUN
cet-12868	73	44	removal	removal	NOUN
cet-12868	73	45	to	to	ADP
cet-12868	73	46	the	the	DET
cet-12868	73	47	injected	inject	VERB
cet-12868	73	48	ar	ar	NOUN
cet-12868	73	49	(	(	PUNCT
cet-12868	73	50	mapelli	mapelli	PROPN
cet-12868	73	51	and	and	CCONJ
cet-12868	73	52	nicodemi	nicodemi	NOUN
cet-12868	73	53	,	,	PUNCT
cet-12868	73	54	2011	2011	NUM
cet-12868	73	55	)	)	PUNCT
cet-12868	73	56	.	.	PUNCT
cet-12868	74	1	finally	finally	ADV
cet-12868	74	2	,	,	PUNCT
cet-12868	74	3	slag	slag	NOUN
cet-12868	74	4	is	be	AUX
cet-12868	74	5	separated	separate	VERB
cet-12868	74	6	from	from	ADP
cet-12868	74	7	liquid	liquid	ADJ
cet-12868	74	8	steel	steel	NOUN
cet-12868	74	9	.	.	PUNCT
cet-12868	75	1	otherwise	otherwise	ADV
cet-12868	75	2	from	from	ADP
cet-12868	75	3	the	the	DET
cet-12868	75	4	real	real	ADJ
cet-12868	75	5	process	process	NOUN
cet-12868	75	6	,	,	PUNCT
cet-12868	75	7	where	where	SCONJ
cet-12868	75	8	lf	lf	NOUN
cet-12868	75	9	slag	slag	NOUN
cet-12868	75	10	remains	remain	VERB
cet-12868	75	11	floating	float	VERB
cet-12868	75	12	on	on	ADP
cet-12868	75	13	the	the	DET
cet-12868	75	14	steel	steel	NOUN
cet-12868	75	15	that	that	PRON
cet-12868	75	16	is	be	AUX
cet-12868	75	17	tapped	tap	VERB
cet-12868	75	18	from	from	ADP
cet-12868	75	19	the	the	DET
cet-12868	75	20	bottom	bottom	NOUN
cet-12868	75	21	of	of	ADP
cet-12868	75	22	the	the	DET
cet-12868	75	23	ladle	ladle	NOUN
cet-12868	75	24	,	,	PUNCT
cet-12868	75	25	in	in	ADP
cet-12868	75	26	the	the	DET
cet-12868	75	27	model	model	NOUN
cet-12868	75	28	,	,	PUNCT
cet-12868	75	29	lf	lf	ADP
cet-12868	75	30	slag	slag	NOUN
cet-12868	75	31	separation	separation	NOUN
cet-12868	75	32	is	be	AUX
cet-12868	75	33	done	do	VERB
cet-12868	75	34	in	in	ADP
cet-12868	75	35	different	different	ADJ
cet-12868	75	36	steps	step	NOUN
cet-12868	75	37	and	and	CCONJ
cet-12868	75	38	then	then	ADV
cet-12868	75	39	all	all	DET
cet-12868	75	40	the	the	DET
cet-12868	75	41	slag	slag	NOUN
cet-12868	75	42	contributions	contribution	NOUN
cet-12868	75	43	are	be	AUX
cet-12868	75	44	mixed	mixed	ADJ
cet-12868	75	45	.	.	PUNCT
cet-12868	76	1	after	after	ADP
cet-12868	76	2	separation	separation	NOUN
cet-12868	76	3	from	from	ADP
cet-12868	76	4	lf	lf	ADP
cet-12868	76	5	slag	slag	NOUN
cet-12868	76	6	,	,	PUNCT
cet-12868	76	7	the	the	DET
cet-12868	76	8	steel	steel	NOUN
cet-12868	76	9	flows	flow	VERB
cet-12868	76	10	into	into	ADP
cet-12868	76	11	the	the	DET
cet-12868	76	12	tundish	tundish	NOUN
cet-12868	76	13	for	for	ADP
cet-12868	76	14	continuous	continuous	ADJ
cet-12868	76	15	casting	casting	NOUN
cet-12868	76	16	.	.	PUNCT
cet-12868	77	1	the	the	DET
cet-12868	77	2	model	model	NOUN
cet-12868	77	3	computes	compute	VERB
cet-12868	77	4	the	the	DET
cet-12868	77	5	energy	energy	NOUN
cet-12868	77	6	losses	loss	NOUN
cet-12868	77	7	before	before	ADP
cet-12868	77	8	steel	steel	NOUN
cet-12868	77	9	solidification	solidification	NOUN
cet-12868	77	10	.	.	PUNCT
cet-12868	78	1	figure	figure	NOUN
cet-12868	78	2	2	2	NUM
cet-12868	78	3	:	:	PUNCT
cet-12868	78	4	flowsheet	flowsheet	ADJ
cet-12868	78	5	section	section	NOUN
cet-12868	78	6	of	of	ADP
cet-12868	78	7	lf	lf	ADP
cet-12868	78	8	treatment	treatment	NOUN
cet-12868	78	9	aspen	aspen	PROPN
cet-12868	78	10	plus	plus	CCONJ
cet-12868	78	11	interface	interface	NOUN
cet-12868	78	12	where	where	SCONJ
cet-12868	78	13	the	the	DET
cet-12868	78	14	lines	line	NOUN
cet-12868	78	15	are	be	AUX
cet-12868	78	16	the	the	DET
cet-12868	78	17	streams	stream	NOUN
cet-12868	78	18	and	and	CCONJ
cet-12868	78	19	the	the	DET
cet-12868	78	20	blocks	block	NOUN
cet-12868	78	21	represent	represent	VERB
cet-12868	78	22	the	the	DET
cet-12868	78	23	plant	plant	NOUN
cet-12868	78	24	components	component	NOUN
cet-12868	78	25	3	3	NUM
cet-12868	78	26	.	.	PUNCT
cet-12868	78	27	results	result	NOUN
cet-12868	78	28	related	relate	VERB
cet-12868	78	29	to	to	ADP
cet-12868	78	30	the	the	DET
cet-12868	78	31	validation	validation	NOUN
cet-12868	78	32	and	and	CCONJ
cet-12868	78	33	tests	test	NOUN
cet-12868	78	34	of	of	ADP
cet-12868	78	35	the	the	DET
cet-12868	78	36	model	model	NOUN
cet-12868	78	37	model	model	NOUN
cet-12868	78	38	tuning	tune	VERB
cet-12868	78	39	to	to	PART
cet-12868	78	40	obtain	obtain	VERB
cet-12868	78	41	suitable	suitable	ADJ
cet-12868	78	42	accuracy	accuracy	NOUN
cet-12868	78	43	was	be	AUX
cet-12868	78	44	carried	carry	VERB
cet-12868	78	45	out	out	ADP
cet-12868	78	46	by	by	ADP
cet-12868	78	47	exploiting	exploit	VERB
cet-12868	78	48	several	several	ADJ
cet-12868	78	49	internal	internal	ADJ
cet-12868	78	50	parameters	parameter	NOUN
cet-12868	78	51	,	,	PUNCT
cet-12868	78	52	tuning	tune	VERB
cet-12868	78	53	factors	factor	NOUN
cet-12868	78	54	,	,	PUNCT
cet-12868	78	55	adjustment	adjustment	NOUN
cet-12868	78	56	streams	stream	NOUN
cet-12868	78	57	and	and	CCONJ
cet-12868	78	58	ad	ad	NOUN
cet-12868	78	59	-	-	PUNCT
cet-12868	78	60	hoc	hoc	X
cet-12868	78	61	unit	unit	NOUN
cet-12868	78	62	blocks	block	NOUN
cet-12868	78	63	.	.	PUNCT
cet-12868	79	1	an	an	DET
cet-12868	79	2	example	example	NOUN
cet-12868	79	3	of	of	ADP
cet-12868	79	4	adjustment	adjustment	NOUN
cet-12868	79	5	stream	stream	NOUN
cet-12868	79	6	is	be	AUX
cet-12868	79	7	the	the	DET
cet-12868	79	8	estimate	estimate	NOUN
cet-12868	79	9	of	of	ADP
cet-12868	79	10	the	the	DET
cet-12868	79	11	amount	amount	NOUN
cet-12868	79	12	of	of	ADP
cet-12868	79	13	parasite	parasite	ADJ
cet-12868	79	14	air	air	NOUN
cet-12868	79	15	inlet	inlet	NOUN
cet-12868	79	16	to	to	PART
cet-12868	79	17	simulate	simulate	VERB
cet-12868	79	18	the	the	DET
cet-12868	79	19	not	not	PART
cet-12868	79	20	-	-	PUNCT
cet-12868	79	21	tight	tight	ADJ
cet-12868	79	22	closure	closure	NOUN
cet-12868	79	23	of	of	ADP
cet-12868	79	24	eaf	eaf	PROPN
cet-12868	79	25	and	and	CCONJ
cet-12868	79	26	lf	lf	NOUN
cet-12868	79	27	,	,	PUNCT
cet-12868	79	28	and	and	CCONJ
cet-12868	79	29	the	the	DET
cet-12868	79	30	air	air	NOUN
cet-12868	79	31	inlet	inlet	NOUN
cet-12868	79	32	during	during	ADP
cet-12868	79	33	charging	charge	VERB
cet-12868	79	34	or	or	CCONJ
cet-12868	79	35	during	during	ADP
cet-12868	79	36	ladle	ladle	NOUN
cet-12868	79	37	transportation	transportation	NOUN
cet-12868	79	38	.	.	PUNCT
cet-12868	80	1	this	this	DET
cet-12868	80	2	aspect	aspect	NOUN
cet-12868	80	3	is	be	AUX
cet-12868	80	4	crucial	crucial	ADJ
cet-12868	80	5	to	to	PART
cet-12868	80	6	ensure	ensure	VERB
cet-12868	80	7	the	the	DET
cet-12868	80	8	consistency	consistency	NOUN
cet-12868	80	9	of	of	ADP
cet-12868	80	10	model	model	NOUN
cet-12868	80	11	results	result	NOUN
cet-12868	80	12	(	(	PUNCT
cet-12868	80	13	e.g.	e.g.	ADV
cet-12868	80	14	tapped	tap	VERB
cet-12868	80	15	steel	steel	NOUN
cet-12868	80	16	and	and	CCONJ
cet-12868	80	17	formed	form	VERB
cet-12868	80	18	slag	slag	NOUN
cet-12868	80	19	amount	amount	NOUN
cet-12868	80	20	and	and	CCONJ
cet-12868	80	21	compositions	composition	NOUN
cet-12868	80	22	)	)	PUNCT
cet-12868	80	23	with	with	ADP
cet-12868	80	24	the	the	DET
cet-12868	80	25	provided	provide	VERB
cet-12868	80	26	data	datum	NOUN
cet-12868	80	27	.	.	PUNCT
cet-12868	81	1	to	to	PART
cet-12868	81	2	ensure	ensure	VERB
cet-12868	81	3	model	model	NOUN
cet-12868	81	4	robustness	robustness	NOUN
cet-12868	81	5	,	,	PUNCT
cet-12868	81	6	tuning	tuning	NOUN
cet-12868	81	7	and	and	CCONJ
cet-12868	81	8	validation	validation	NOUN
cet-12868	81	9	were	be	AUX
cet-12868	81	10	carried	carry	VERB
cet-12868	81	11	out	out	ADP
cet-12868	81	12	for	for	ADP
cet-12868	81	13	8	8	NUM
cet-12868	81	14	steel	steel	NOUN
cet-12868	81	15	families	family	NOUN
cet-12868	81	16	that	that	PRON
cet-12868	81	17	group	group	NOUN
cet-12868	81	18	all	all	DET
cet-12868	81	19	steel	steel	NOUN
cet-12868	81	20	grades	grade	NOUN
cet-12868	81	21	produced	produce	VERB
cet-12868	81	22	by	by	ADP
cet-12868	81	23	the	the	DET
cet-12868	81	24	considered	consider	VERB
cet-12868	81	25	steelworks	steelwork	NOUN
cet-12868	81	26	.	.	PUNCT
cet-12868	82	1	initially	initially	ADV
cet-12868	82	2	,	,	PUNCT
cet-12868	82	3	the	the	DET
cet-12868	82	4	“	"	PUNCT
cet-12868	82	5	average	average	ADJ
cet-12868	82	6	heat	heat	NOUN
cet-12868	82	7	”	"	PUNCT
cet-12868	82	8	of	of	ADP
cet-12868	82	9	the	the	DET
cet-12868	82	10	considered	considered	ADJ
cet-12868	82	11	family	family	NOUN
cet-12868	82	12	was	be	AUX
cet-12868	82	13	simulated	simulate	VERB
cet-12868	82	14	and	and	CCONJ
cet-12868	82	15	simulation	simulation	NOUN
cet-12868	82	16	results	result	NOUN
cet-12868	82	17	were	be	AUX
cet-12868	82	18	compared	compare	VERB
cet-12868	82	19	to	to	ADP
cet-12868	82	20	real	real	ADJ
cet-12868	82	21	average	average	ADJ
cet-12868	82	22	data	datum	NOUN
cet-12868	82	23	.	.	PUNCT
cet-12868	83	1	the	the	DET
cet-12868	83	2	model	model	NOUN
cet-12868	83	3	is	be	AUX
cet-12868	83	4	considered	consider	VERB
cet-12868	83	5	validated	validate	VERB
cet-12868	83	6	when	when	SCONJ
cet-12868	83	7	the	the	DET
cet-12868	83	8	difference	difference	NOUN
cet-12868	83	9	between	between	ADP
cet-12868	83	10	simulated	simulated	ADJ
cet-12868	83	11	and	and	CCONJ
cet-12868	83	12	real	real	ADJ
cet-12868	83	13	data	datum	NOUN
cet-12868	83	14	is	be	AUX
cet-12868	83	15	acceptable	acceptable	ADJ
cet-12868	83	16	for	for	ADP
cet-12868	83	17	the	the	DET
cet-12868	83	18	expected	expect	VERB
cet-12868	83	19	model	model	NOUN
cet-12868	83	20	application	application	NOUN
cet-12868	83	21	,	,	PUNCT
cet-12868	83	22	which	which	PRON
cet-12868	83	23	means	mean	VERB
cet-12868	83	24	that	that	SCONJ
cet-12868	83	25	real	real	ADJ
cet-12868	83	26	processes	process	NOUN
cet-12868	83	27	and	and	CCONJ
cet-12868	83	28	balances	balance	NOUN
cet-12868	83	29	are	be	AUX
cet-12868	83	30	well	well	ADV
cet-12868	83	31	reproduced	reproduce	VERB
cet-12868	83	32	.	.	PUNCT
cet-12868	84	1	afterwards	afterwards	ADV
cet-12868	84	2	,	,	PUNCT
cet-12868	84	3	each	each	DET
cet-12868	84	4	validated	validate	VERB
cet-12868	84	5	family	family	NOUN
cet-12868	84	6	-	-	PUNCT
cet-12868	84	7	model	model	NOUN
cet-12868	84	8	was	be	AUX
cet-12868	84	9	tested	test	VERB
cet-12868	84	10	by	by	ADP
cet-12868	84	11	simulating	simulate	VERB
cet-12868	84	12	some	some	DET
cet-12868	84	13	random	random	ADJ
cet-12868	84	14	single	single	ADJ
cet-12868	84	15	production	production	NOUN
cet-12868	84	16	heats	heat	NOUN
cet-12868	84	17	of	of	ADP
cet-12868	84	18	the	the	DET
cet-12868	84	19	same	same	ADJ
cet-12868	84	20	steel	steel	NOUN
cet-12868	84	21	family	family	NOUN
cet-12868	84	22	and	and	CCONJ
cet-12868	84	23	deviations	deviation	NOUN
cet-12868	84	24	concerning	concern	VERB
cet-12868	84	25	real	real	ADJ
cet-12868	84	26	data	datum	NOUN
cet-12868	84	27	were	be	AUX
cet-12868	84	28	evaluated	evaluate	VERB
cet-12868	84	29	.	.	PUNCT
cet-12868	85	1	due	due	ADP
cet-12868	85	2	to	to	ADP
cet-12868	85	3	the	the	DET
cet-12868	85	4	model	model	ADJ
cet-12868	85	5	final	final	ADJ
cet-12868	85	6	usage	usage	NOUN
cet-12868	85	7	for	for	ADP
cet-12868	85	8	improving	improve	VERB
cet-12868	85	9	slag	slag	NOUN
cet-12868	85	10	knowledge	knowledge	NOUN
cet-12868	85	11	and	and	CCONJ
cet-12868	85	12	consequent	consequent	ADJ
cet-12868	85	13	management	management	NOUN
cet-12868	85	14	,	,	PUNCT
cet-12868	85	15	in	in	ADP
cet-12868	85	16	both	both	CCONJ
cet-12868	85	17	validation	validation	NOUN
cet-12868	85	18	and	and	CCONJ
cet-12868	85	19	test	test	NOUN
cet-12868	85	20	phases	phase	NOUN
cet-12868	85	21	particular	particular	ADJ
cet-12868	85	22	attention	attention	NOUN
cet-12868	85	23	was	be	AUX
cet-12868	85	24	paid	pay	VERB
cet-12868	85	25	to	to	PART
cet-12868	85	26	model	model	VERB
cet-12868	85	27	accuracy	accuracy	NOUN
cet-12868	85	28	in	in	ADP
cet-12868	85	29	simulating	simulate	VERB
cet-12868	85	30	slags	slag	NOUN
cet-12868	85	31	amount	amount	NOUN
cet-12868	85	32	and	and	CCONJ
cet-12868	85	33	composition	composition	NOUN
cet-12868	85	34	.	.	PUNCT
cet-12868	86	1	the	the	DET
cet-12868	86	2	results	result	NOUN
cet-12868	86	3	for	for	ADP
cet-12868	86	4	validation	validation	NOUN
cet-12868	86	5	and	and	CCONJ
cet-12868	86	6	test	test	NOUN
cet-12868	86	7	related	relate	VERB
cet-12868	86	8	to	to	ADP
cet-12868	86	9	one	one	NUM
cet-12868	86	10	of	of	ADP
cet-12868	86	11	the	the	DET
cet-12868	86	12	simulated	simulate	VERB
cet-12868	86	13	families	family	NOUN
cet-12868	86	14	are	be	AUX
cet-12868	86	15	reported	report	VERB
cet-12868	86	16	in	in	ADP
cet-12868	86	17	figure	figure	NOUN
cet-12868	86	18	3	3	NUM
cet-12868	86	19	.	.	PUNCT
cet-12868	87	1	in	in	ADP
cet-12868	87	2	particular	particular	ADJ
cet-12868	87	3	,	,	PUNCT
cet-12868	87	4	the	the	DET
cet-12868	87	5	figure	figure	NOUN
cet-12868	87	6	compares	compare	VERB
cet-12868	87	7	real	real	ADJ
cet-12868	87	8	and	and	CCONJ
cet-12868	87	9	simulated	simulated	ADJ
cet-12868	87	10	composition	composition	NOUN
cet-12868	87	11	and	and	CCONJ
cet-12868	87	12	amount	amount	NOUN
cet-12868	87	13	of	of	ADP
cet-12868	87	14	produced	produce	VERB
cet-12868	87	15	eaf	eaf	NOUN
cet-12868	87	16	and	and	CCONJ
cet-12868	87	17	lf	lf	ADP
cet-12868	87	18	slags	slag	NOUN
cet-12868	87	19	for	for	ADP
cet-12868	87	20	both	both	DET
cet-12868	87	21	model	model	NOUN
cet-12868	87	22	validation	validation	NOUN
cet-12868	87	23	and	and	CCONJ
cet-12868	87	24	simulation	simulation	NOUN
cet-12868	87	25	of	of	ADP
cet-12868	87	26	a	a	DET
cet-12868	87	27	test	test	NOUN
cet-12868	87	28	heat	heat	NOUN
cet-12868	87	29	.	.	PUNCT
cet-12868	88	1	the	the	DET
cet-12868	88	2	model	model	NOUN
cet-12868	88	3	provides	provide	VERB
cet-12868	88	4	good	good	ADJ
cet-12868	88	5	results	result	NOUN
cet-12868	88	6	in	in	ADP
cet-12868	88	7	terms	term	NOUN
cet-12868	88	8	of	of	ADP
cet-12868	88	9	calculation	calculation	NOUN
cet-12868	88	10	of	of	ADP
cet-12868	88	11	amount	amount	NOUN
cet-12868	88	12	and	and	CCONJ
cet-12868	88	13	composition	composition	NOUN
cet-12868	88	14	of	of	ADP
cet-12868	88	15	generated	generate	VERB
cet-12868	88	16	slags	slag	NOUN
cet-12868	88	17	.	.	PUNCT
cet-12868	89	1	concerning	concern	VERB
cet-12868	89	2	the	the	DET
cet-12868	89	3	lf	lf	PROPN
cet-12868	89	4	slag	slag	NOUN
cet-12868	89	5	amount	amount	NOUN
cet-12868	89	6	,	,	PUNCT
cet-12868	89	7	as	as	SCONJ
cet-12868	89	8	shown	show	VERB
cet-12868	89	9	by	by	ADP
cet-12868	89	10	the	the	DET
cet-12868	89	11	histograms	histogram	NOUN
cet-12868	89	12	reported	report	VERB
cet-12868	89	13	in	in	ADP
cet-12868	89	14	figures	figure	NOUN
cet-12868	89	15	3a	3a	NUM
cet-12868	89	16	and	and	CCONJ
cet-12868	89	17	3b	3b	NUM
cet-12868	89	18	,	,	PUNCT
cet-12868	89	19	only	only	ADV
cet-12868	89	20	a	a	DET
cet-12868	89	21	range	range	NOUN
cet-12868	89	22	of	of	ADP
cet-12868	89	23	the	the	DET
cet-12868	89	24	amount	amount	NOUN
cet-12868	89	25	of	of	ADP
cet-12868	89	26	produced	produce	VERB
cet-12868	89	27	lf	lf	NOUN
cet-12868	89	28	slag	slag	NOUN
cet-12868	89	29	is	be	AUX
cet-12868	89	30	known	know	VERB
cet-12868	89	31	from	from	ADP
cet-12868	89	32	industrial	industrial	ADJ
cet-12868	89	33	data	datum	NOUN
cet-12868	89	34	.	.	PUNCT
cet-12868	90	1	therefore	therefore	ADV
cet-12868	90	2	,	,	PUNCT
cet-12868	90	3	the	the	DET
cet-12868	90	4	comparison	comparison	NOUN
cet-12868	90	5	of	of	ADP
cet-12868	90	6	these	these	DET
cet-12868	90	7	values	value	NOUN
cet-12868	90	8	can	can	AUX
cet-12868	90	9	not	not	PART
cet-12868	90	10	be	be	AUX
cet-12868	90	11	very	very	ADV
cet-12868	90	12	accurate	accurate	ADJ
cet-12868	90	13	;	;	PUNCT
cet-12868	90	14	however	however	ADV
cet-12868	90	15	,	,	PUNCT
cet-12868	90	16	simulated	simulated	ADJ
cet-12868	90	17	values	value	NOUN
cet-12868	90	18	belong	belong	VERB
cet-12868	90	19	to	to	ADP
cet-12868	90	20	the	the	DET
cet-12868	90	21	same	same	ADJ
cet-12868	90	22	ranges	range	NOUN
cet-12868	90	23	as	as	ADP
cet-12868	90	24	the	the	DET
cet-12868	90	25	real	real	ADJ
cet-12868	90	26	ones	one	NOUN
cet-12868	90	27	.	.	PUNCT
cet-12868	91	1	during	during	ADP
cet-12868	91	2	both	both	CCONJ
cet-12868	91	3	validation	validation	NOUN
cet-12868	91	4	and	and	CCONJ
cet-12868	91	5	tests	test	NOUN
cet-12868	91	6	,	,	PUNCT
cet-12868	91	7	the	the	DET
cet-12868	91	8	main	main	ADJ
cet-12868	91	9	difference	difference	NOUN
cet-12868	91	10	between	between	ADP
cet-12868	91	11	real	real	ADJ
cet-12868	91	12	and	and	CCONJ
cet-12868	91	13	simulated	simulated	ADJ
cet-12868	91	14	values	value	NOUN
cet-12868	91	15	is	be	AUX
cet-12868	91	16	represented	represent	VERB
cet-12868	91	17	by	by	ADP
cet-12868	91	18	the	the	DET
cet-12868	91	19	concentration	concentration	NOUN
cet-12868	91	20	of	of	ADP
cet-12868	91	21	the	the	DET
cet-12868	91	22	minor	minor	ADJ
cet-12868	91	23	compounds	compound	NOUN
cet-12868	91	24	in	in	ADP
cet-12868	91	25	the	the	DET
cet-12868	91	26	slags	slag	NOUN
cet-12868	91	27	(	(	PUNCT
cet-12868	91	28	“	"	PUNCT
cet-12868	91	29	others	other	NOUN
cet-12868	91	30	”	"	PUNCT
cet-12868	91	31	in	in	ADP
cet-12868	91	32	the	the	DET
cet-12868	91	33	figures	figure	NOUN
cet-12868	91	34	)	)	PUNCT
cet-12868	91	35	.	.	PUNCT
cet-12868	92	1	these	these	DET
cet-12868	92	2	compounds	compound	NOUN
cet-12868	92	3	are	be	AUX
cet-12868	92	4	not	not	PART
cet-12868	92	5	properly	properly	ADV
cet-12868	92	6	specified	specify	VERB
cet-12868	92	7	in	in	ADP
cet-12868	92	8	the	the	DET
cet-12868	92	9	industrial	industrial	ADJ
cet-12868	92	10	analyses	analysis	NOUN
cet-12868	92	11	,	,	PUNCT
cet-12868	92	12	while	while	SCONJ
cet-12868	92	13	in	in	ADP
cet-12868	92	14	the	the	DET
cet-12868	92	15	simulation	simulation	NOUN
cet-12868	92	16	of	of	ADP
cet-12868	92	17	the	the	DET
cet-12868	92	18	reported	report	VERB
cet-12868	92	19	family	family	NOUN
cet-12868	92	20	they	they	PRON
cet-12868	92	21	correspond	correspond	VERB
cet-12868	92	22	mainly	mainly	ADV
cet-12868	92	23	to	to	ADP
cet-12868	92	24	nickel	nickel	NOUN
cet-12868	92	25	and	and	CCONJ
cet-12868	92	26	molybdenum	molybdenum	NOUN
cet-12868	92	27	oxides	oxide	NOUN
cet-12868	92	28	.	.	PUNCT
cet-12868	93	1	similar	similar	ADJ
cet-12868	93	2	results	result	NOUN
cet-12868	93	3	were	be	AUX
cet-12868	93	4	obtained	obtain	VERB
cet-12868	93	5	for	for	ADP
cet-12868	93	6	the	the	DET
cet-12868	93	7	other	other	ADJ
cet-12868	93	8	steel	steel	NOUN
cet-12868	93	9	families	family	NOUN
cet-12868	93	10	.	.	PUNCT
cet-12868	94	1	the	the	DET
cet-12868	94	2	differences	difference	NOUN
cet-12868	94	3	between	between	ADP
cet-12868	94	4	real	real	ADJ
cet-12868	94	5	values	value	NOUN
cet-12868	94	6	and	and	CCONJ
cet-12868	94	7	simulation	simulation	NOUN
cet-12868	94	8	results	result	NOUN
cet-12868	94	9	can	can	AUX
cet-12868	94	10	be	be	AUX
cet-12868	94	11	connected	connect	VERB
cet-12868	94	12	to	to	ADP
cet-12868	94	13	the	the	DET
cet-12868	94	14	variable	variable	ADJ
cet-12868	94	15	scrap	scrap	NOUN
cet-12868	94	16	composition	composition	NOUN
cet-12868	94	17	and	and	CCONJ
cet-12868	94	18	the	the	DET
cet-12868	94	19	difficulties	difficulty	NOUN
cet-12868	94	20	linked	link	VERB
cet-12868	94	21	to	to	ADP
cet-12868	94	22	their	their	PRON
cet-12868	94	23	characterization	characterization	NOUN
cet-12868	94	24	.	.	PUNCT
cet-12868	95	1	to	to	PART
cet-12868	95	2	improve	improve	VERB
cet-12868	95	3	the	the	DET
cet-12868	95	4	accuracy	accuracy	NOUN
cet-12868	95	5	of	of	ADP
cet-12868	95	6	the	the	DET
cet-12868	95	7	simulation	simulation	NOUN
cet-12868	95	8	it	it	PRON
cet-12868	95	9	is	be	AUX
cet-12868	95	10	possible	possible	ADJ
cet-12868	95	11	to	to	PART
cet-12868	95	12	frequently	frequently	ADV
cet-12868	95	13	update	update	VERB
cet-12868	95	14	the	the	DET
cet-12868	95	15	scrap	scrap	NOUN
cet-12868	95	16	composition	composition	NOUN
cet-12868	95	17	,	,	PUNCT
cet-12868	95	18	if	if	SCONJ
cet-12868	95	19	known	know	VERB
cet-12868	95	20	.	.	PUNCT
cet-12868	96	1	moreover	moreover	ADV
cet-12868	96	2	,	,	PUNCT
cet-12868	96	3	the	the	DET
cet-12868	96	4	knowledge	knowledge	NOUN
cet-12868	96	5	of	of	ADP
cet-12868	96	6	missing	miss	VERB
cet-12868	96	7	information	information	NOUN
cet-12868	96	8	,	,	PUNCT
cet-12868	96	9	such	such	ADJ
cet-12868	96	10	as	as	ADP
cet-12868	96	11	minor	minor	ADJ
cet-12868	96	12	compounds	compound	NOUN
cet-12868	96	13	contents	content	NOUN
cet-12868	96	14	in	in	ADP
cet-12868	96	15	slag	slag	NOUN
cet-12868	96	16	or	or	CCONJ
cet-12868	96	17	exact	exact	ADJ
cet-12868	96	18	quantity	quantity	NOUN
cet-12868	96	19	of	of	ADP
cet-12868	96	20	produced	produce	VERB
cet-12868	96	21	lf	lf	NOUN
cet-12868	96	22	slags	slag	NOUN
cet-12868	96	23	can	can	AUX
cet-12868	96	24	further	far	ADV
cet-12868	96	25	improve	improve	VERB
cet-12868	96	26	model	model	NOUN
cet-12868	96	27	accuracy	accuracy	NOUN
cet-12868	96	28	,	,	PUNCT
cet-12868	96	29	as	as	SCONJ
cet-12868	96	30	it	it	PRON
cet-12868	96	31	would	would	AUX
cet-12868	96	32	allow	allow	VERB
cet-12868	96	33	a	a	DET
cet-12868	96	34	whole	whole	ADJ
cet-12868	96	35	check	check	NOUN
cet-12868	96	36	of	of	ADP
cet-12868	96	37	the	the	DET
cet-12868	96	38	mass	mass	NOUN
cet-12868	96	39	balances	balance	NOUN
cet-12868	96	40	by	by	ADP
cet-12868	96	41	decreasing	decrease	VERB
cet-12868	96	42	the	the	DET
cet-12868	96	43	number	number	NOUN
cet-12868	96	44	of	of	ADP
cet-12868	96	45	assumptions	assumption	NOUN
cet-12868	96	46	.	.	PUNCT
cet-12868	97	1	124	124	NUM
cet-12868	97	2	figure	figure	NOUN
cet-12868	97	3	3	3	NUM
cet-12868	97	4	:	:	PUNCT
cet-12868	97	5	exemplar	exemplar	ADJ
cet-12868	97	6	model	model	NOUN
cet-12868	97	7	results	result	NOUN
cet-12868	97	8	concerning	concern	VERB
cet-12868	97	9	eaf	eaf	NOUN
cet-12868	97	10	and	and	CCONJ
cet-12868	97	11	lf	lf	ADP
cet-12868	97	12	slags	slag	NOUN
cet-12868	97	13	for	for	ADP
cet-12868	97	14	one	one	NUM
cet-12868	97	15	of	of	ADP
cet-12868	97	16	the	the	DET
cet-12868	97	17	considered	consider	VERB
cet-12868	97	18	steel	steel	NOUN
cet-12868	97	19	families	family	NOUN
cet-12868	97	20	4	4	NUM
cet-12868	97	21	.	.	PUNCT
cet-12868	97	22	conclusions	conclusion	NOUN
cet-12868	97	23	a	a	DET
cet-12868	97	24	flowsheet	flowsheet	ADV
cet-12868	97	25	-	-	PUNCT
cet-12868	97	26	based	base	VERB
cet-12868	97	27	model	model	NOUN
cet-12868	97	28	estimating	estimating	NOUN
cet-12868	97	29	amount	amount	NOUN
cet-12868	97	30	and	and	CCONJ
cet-12868	97	31	chemical	chemical	NOUN
cet-12868	97	32	composition	composition	NOUN
cet-12868	97	33	of	of	ADP
cet-12868	97	34	slags	slag	NOUN
cet-12868	97	35	produced	produce	VERB
cet-12868	97	36	during	during	ADP
cet-12868	97	37	eaf	eaf	NOUN
cet-12868	97	38	-	-	PUNCT
cet-12868	97	39	based	base	VERB
cet-12868	97	40	steelmaking	steelmaking	NOUN
cet-12868	97	41	is	be	AUX
cet-12868	97	42	described	describe	VERB
cet-12868	97	43	,	,	PUNCT
cet-12868	97	44	which	which	PRON
cet-12868	97	45	exploits	exploit	VERB
cet-12868	97	46	as	as	ADP
cet-12868	97	47	inputs	input	NOUN
cet-12868	97	48	process	process	NOUN
cet-12868	97	49	and	and	CCONJ
cet-12868	97	50	product	product	NOUN
cet-12868	97	51	variables	variable	NOUN
cet-12868	97	52	and	and	CCONJ
cet-12868	97	53	parameters	parameter	NOUN
cet-12868	97	54	that	that	PRON
cet-12868	97	55	are	be	AUX
cet-12868	97	56	normally	normally	ADV
cet-12868	97	57	available	available	ADJ
cet-12868	97	58	in	in	ADP
cet-12868	97	59	standard	standard	ADJ
cet-12868	97	60	operating	operating	NOUN
cet-12868	97	61	practice	practice	NOUN
cet-12868	97	62	.	.	PUNCT
cet-12868	98	1	the	the	DET
cet-12868	98	2	model	model	NOUN
cet-12868	98	3	behaviour	behaviour	NOUN
cet-12868	98	4	is	be	AUX
cet-12868	98	5	quite	quite	ADV
cet-12868	98	6	robust	robust	ADJ
cet-12868	98	7	and	and	CCONJ
cet-12868	98	8	the	the	DET
cet-12868	98	9	simulation	simulation	NOUN
cet-12868	98	10	results	result	VERB
cet-12868	98	11	fit	fit	VERB
cet-12868	98	12	well	well	ADV
cet-12868	98	13	with	with	ADP
cet-12868	98	14	real	real	ADJ
cet-12868	98	15	data	datum	NOUN
cet-12868	98	16	from	from	ADP
cet-12868	98	17	production	production	NOUN
cet-12868	98	18	.	.	PUNCT
cet-12868	99	1	the	the	DET
cet-12868	99	2	accuracy	accuracy	NOUN
cet-12868	99	3	of	of	ADP
cet-12868	99	4	the	the	DET
cet-12868	99	5	different	different	ADJ
cet-12868	99	6	sections	section	NOUN
cet-12868	99	7	of	of	ADP
cet-12868	99	8	the	the	DET
cet-12868	99	9	model	model	NOUN
cet-12868	99	10	are	be	AUX
cet-12868	99	11	deeply	deeply	ADV
cet-12868	99	12	related	relate	VERB
cet-12868	99	13	to	to	ADP
cet-12868	99	14	quantity	quantity	NOUN
cet-12868	99	15	and	and	CCONJ
cet-12868	99	16	quality	quality	NOUN
cet-12868	99	17	of	of	ADP
cet-12868	99	18	the	the	DET
cet-12868	99	19	data	datum	NOUN
cet-12868	99	20	that	that	PRON
cet-12868	99	21	are	be	AUX
cet-12868	99	22	used	use	VERB
cet-12868	99	23	for	for	ADP
cet-12868	99	24	its	its	PRON
cet-12868	99	25	customization	customization	NOUN
cet-12868	99	26	,	,	PUNCT
cet-12868	99	27	configuration	configuration	NOUN
cet-12868	99	28	,	,	PUNCT
cet-12868	99	29	and	and	CCONJ
cet-12868	99	30	validation	validation	NOUN
cet-12868	99	31	.	.	PUNCT
cet-12868	100	1	the	the	DET
cet-12868	100	2	developed	develop	VERB
cet-12868	100	3	model	model	NOUN
cet-12868	100	4	is	be	AUX
cet-12868	100	5	very	very	ADV
cet-12868	100	6	useful	useful	ADJ
cet-12868	100	7	for	for	ADP
cet-12868	100	8	investigations	investigation	NOUN
cet-12868	100	9	targeting	target	VERB
cet-12868	100	10	improved	improved	ADJ
cet-12868	100	11	slag	slag	NOUN
cet-12868	100	12	valorisation	valorisation	NOUN
cet-12868	100	13	.	.	PUNCT
cet-12868	101	1	in	in	ADP
cet-12868	101	2	the	the	DET
cet-12868	101	3	future	future	NOUN
cet-12868	101	4	,	,	PUNCT
cet-12868	101	5	the	the	DET
cet-12868	101	6	model	model	NOUN
cet-12868	101	7	will	will	AUX
cet-12868	101	8	be	be	AUX
cet-12868	101	9	used	use	VERB
cet-12868	101	10	as	as	ADP
cet-12868	101	11	is	be	AUX
cet-12868	101	12	for	for	ADP
cet-12868	101	13	off	off	ADP
cet-12868	101	14	-	-	PUNCT
cet-12868	101	15	line	line	NOUN
cet-12868	101	16	investigation	investigation	NOUN
cet-12868	101	17	,	,	PUNCT
cet-12868	101	18	and	and	CCONJ
cet-12868	101	19	will	will	AUX
cet-12868	101	20	be	be	AUX
cet-12868	101	21	the	the	DET
cet-12868	101	22	basis	basis	NOUN
cet-12868	101	23	for	for	ADP
cet-12868	101	24	the	the	DET
cet-12868	101	25	development	development	NOUN
cet-12868	101	26	of	of	ADP
cet-12868	101	27	black	black	ADJ
cet-12868	101	28	-	-	PUNCT
cet-12868	101	29	box	box	NOUN
cet-12868	101	30	ai	ai	NOUN
cet-12868	101	31	-	-	PUNCT
cet-12868	101	32	based	base	VERB
cet-12868	101	33	models	model	NOUN
cet-12868	101	34	to	to	PART
cet-12868	101	35	be	be	AUX
cet-12868	101	36	integrated	integrate	VERB
cet-12868	101	37	in	in	ADP
cet-12868	101	38	a	a	DET
cet-12868	101	39	dss	dss	NOUN
cet-12868	101	40	supporting	support	VERB
cet-12868	101	41	optimal	optimal	ADJ
cet-12868	101	42	management	management	NOUN
cet-12868	101	43	and	and	CCONJ
cet-12868	101	44	improved	improve	VERB
cet-12868	101	45	slag	slag	NOUN
cet-12868	101	46	recycling	recycling	NOUN
cet-12868	101	47	and	and	CCONJ
cet-12868	101	48	reuse	reuse	NOUN
cet-12868	101	49	.	.	PUNCT
cet-12868	102	1	a	a	DET
cet-12868	102	2	b	b	X
cet-12868	102	3	f	f	X
cet-12868	103	1	d	d	X
cet-12868	103	2	c	c	NOUN
cet-12868	103	3	e	e	X
cet-12868	103	4	125	125	NUM
cet-12868	103	5	acknowledgments	acknowledgment	NOUN
cet-12868	103	6	the	the	DET
cet-12868	103	7	work	work	NOUN
cet-12868	103	8	described	describe	VERB
cet-12868	103	9	in	in	ADP
cet-12868	103	10	the	the	DET
cet-12868	103	11	present	present	ADJ
cet-12868	103	12	paper	paper	NOUN
cet-12868	103	13	was	be	AUX
cet-12868	103	14	developed	develop	VERB
cet-12868	103	15	within	within	ADP
cet-12868	103	16	the	the	DET
cet-12868	103	17	project	project	NOUN
cet-12868	103	18	entitled	entitle	VERB
cet-12868	103	19	“	"	PUNCT
cet-12868	103	20	optimising	optimise	VERB
cet-12868	103	21	slag	slag	NOUN
cet-12868	103	22	reuse	reuse	NOUN
cet-12868	103	23	and	and	CCONJ
cet-12868	103	24	recycling	recycling	NOUN
cet-12868	103	25	in	in	ADP
cet-12868	103	26	electric	electric	ADJ
cet-12868	103	27	steelmaking	steelmaking	NOUN
cet-12868	103	28	at	at	ADP
cet-12868	103	29	optimum	optimum	ADJ
cet-12868	103	30	metallurgical	metallurgical	ADJ
cet-12868	103	31	performance	performance	NOUN
cet-12868	103	32	through	through	ADP
cet-12868	103	33	on	on	ADP
cet-12868	103	34	-	-	PUNCT
cet-12868	103	35	line	line	NOUN
cet-12868	103	36	characterization	characterization	NOUN
cet-12868	103	37	devices	device	NOUN
cet-12868	103	38	and	and	CCONJ
cet-12868	103	39	intelligent	intelligent	ADJ
cet-12868	103	40	decision	decision	NOUN
cet-12868	103	41	support	support	NOUN
cet-12868	103	42	system	system	NOUN
cet-12868	103	43	islag	islag	NOUN
cet-12868	103	44	”	"	PUNCT
cet-12868	103	45	(	(	PUNCT
cet-12868	103	46	g.a	g.a	PROPN
cet-12868	103	47	.	.	PROPN
cet-12868	103	48	899164	899164	NUM
cet-12868	103	49	)	)	PUNCT
cet-12868	103	50	co	co	VERB
cet-12868	103	51	-	-	VERB
cet-12868	103	52	funded	fund	VERB
cet-12868	103	53	by	by	ADP
cet-12868	103	54	the	the	DET
cet-12868	103	55	research	research	NOUN
cet-12868	103	56	fund	fund	NOUN
cet-12868	103	57	for	for	ADP
cet-12868	103	58	coal	coal	NOUN
cet-12868	103	59	and	and	CCONJ
cet-12868	103	60	steel	steel	NOUN
cet-12868	103	61	of	of	ADP
cet-12868	103	62	the	the	DET
cet-12868	103	63	european	european	PROPN
cet-12868	103	64	union	union	PROPN
cet-12868	103	65	,	,	PUNCT
cet-12868	103	66	which	which	PRON
cet-12868	103	67	is	be	AUX
cet-12868	103	68	gratefully	gratefully	ADV
cet-12868	103	69	acknowledged	acknowledge	VERB
cet-12868	103	70	.	.	PUNCT
cet-12868	104	1	the	the	DET
cet-12868	104	2	sole	sole	ADJ
cet-12868	104	3	responsibility	responsibility	NOUN
cet-12868	104	4	of	of	ADP
cet-12868	104	5	the	the	DET
cet-12868	104	6	issues	issue	NOUN
cet-12868	104	7	treated	treat	VERB
cet-12868	104	8	in	in	ADP
cet-12868	104	9	the	the	DET
cet-12868	104	10	present	present	ADJ
cet-12868	104	11	paper	paper	NOUN
cet-12868	104	12	lies	lie	VERB
cet-12868	104	13	with	with	ADP
cet-12868	104	14	the	the	DET
cet-12868	104	15	authors	author	NOUN
cet-12868	104	16	;	;	PUNCT
cet-12868	104	17	the	the	DET
cet-12868	104	18	union	union	NOUN
cet-12868	104	19	is	be	AUX
cet-12868	104	20	not	not	PART
cet-12868	104	21	responsible	responsible	ADJ
cet-12868	104	22	for	for	ADP
cet-12868	104	23	any	any	DET
cet-12868	104	24	use	use	NOUN
cet-12868	104	25	that	that	PRON
cet-12868	104	26	may	may	AUX
cet-12868	104	27	be	be	AUX
cet-12868	104	28	made	make	VERB
cet-12868	104	29	of	of	ADP
cet-12868	104	30	the	the	DET
cet-12868	104	31	information	information	NOUN
cet-12868	104	32	contained	contain	VERB
cet-12868	104	33	therein	therein	ADV
cet-12868	104	34	.	.	PUNCT
cet-12868	105	1	references	reference	NOUN
cet-12868	105	2	dong	dong	PROPN
cet-12868	105	3	q.	q.	PROPN
cet-12868	105	4	,	,	PUNCT
cet-12868	105	5	wang	wang	PROPN
cet-12868	105	6	g.	g.	PROPN
cet-12868	105	7	,	,	PUNCT
cet-12868	105	8	chen	chen	PROPN
cet-12868	105	9	x.	x.	PROPN
cet-12868	105	10	,	,	PUNCT
cet-12868	105	11	tan	tan	PROPN
cet-12868	105	12	j.	j.	PROPN
cet-12868	105	13	,	,	PUNCT
cet-12868	105	14	gu	gu	NOUN
cet-12868	105	15	x	x	PROPN
cet-12868	105	16	,	,	PUNCT
cet-12868	105	17	2021	2021	NUM
cet-12868	105	18	,	,	PUNCT
cet-12868	105	19	recycling	recycling	NOUN
cet-12868	105	20	of	of	ADP
cet-12868	105	21	steel	steel	NOUN
cet-12868	105	22	slag	slag	NOUN
cet-12868	105	23	aggregate	aggregate	ADJ
cet-12868	105	24	in	in	ADP
cet-12868	105	25	portland	portland	PROPN
cet-12868	105	26	cement	cement	NOUN
cet-12868	105	27	concrete	concrete	NOUN
cet-12868	105	28	:	:	PUNCT
cet-12868	105	29	an	an	DET
cet-12868	105	30	overview	overview	NOUN
cet-12868	105	31	,	,	PUNCT
cet-12868	105	32	journal	journal	NOUN
cet-12868	105	33	of	of	ADP
cet-12868	105	34	cleaner	clean	ADJ
cet-12868	105	35	production	production	NOUN
cet-12868	105	36	,	,	PUNCT
cet-12868	105	37	282	282	NUM
cet-12868	105	38	,	,	PUNCT
cet-12868	105	39	124447	124447	NUM
cet-12868	105	40	.	.	PUNCT
cet-12868	106	1	fisher	fisher	PROPN
cet-12868	106	2	l.	l.	PROPN
cet-12868	106	3	v.	v.	PROPN
cet-12868	106	4	,	,	PUNCT
cet-12868	106	5	barron	barron	PROPN
cet-12868	106	6	,	,	PUNCT
cet-12868	106	7	a.	a.	PROPN
cet-12868	106	8	r.	r.	PROPN
cet-12868	106	9	,	,	PUNCT
cet-12868	106	10	2019	2019	NUM
cet-12868	106	11	,	,	PUNCT
cet-12868	106	12	the	the	DET
cet-12868	106	13	recycling	recycling	NOUN
cet-12868	106	14	and	and	CCONJ
cet-12868	106	15	reuse	reuse	NOUN
cet-12868	106	16	of	of	ADP
cet-12868	106	17	steelmaking	steelmaking	NOUN
cet-12868	106	18	slags	slag	NOUN
cet-12868	106	19	-	-	PUNCT
cet-12868	106	20	a	a	DET
cet-12868	106	21	review	review	NOUN
cet-12868	106	22	,	,	PUNCT
cet-12868	106	23	resources	resource	NOUN
cet-12868	106	24	,	,	PUNCT
cet-12868	106	25	conservation	conservation	NOUN
cet-12868	106	26	and	and	CCONJ
cet-12868	106	27	recycling	recycling	NOUN
cet-12868	106	28	,	,	PUNCT
cet-12868	106	29	146	146	NUM
cet-12868	106	30	,	,	PUNCT
cet-12868	106	31	244	244	NUM
cet-12868	106	32	-	-	SYM
cet-12868	106	33	255	255	NUM
cet-12868	106	34	.	.	PUNCT
cet-12868	107	1	harada	harada	PROPN
cet-12868	107	2	a.	a.	PROPN
cet-12868	107	3	,	,	PUNCT
cet-12868	107	4	maruoka	maruoka	PROPN
cet-12868	107	5	n.	n.	PROPN
cet-12868	107	6	,	,	PUNCT
cet-12868	107	7	shibata	shibata	PROPN
cet-12868	107	8	h.	h.	PROPN
cet-12868	107	9	,	,	PUNCT
cet-12868	107	10	kitamura	kitamura	PROPN
cet-12868	107	11	s.	s.	PROPN
cet-12868	107	12	y.	y.	PROPN
cet-12868	107	13	,	,	PUNCT
cet-12868	107	14	2013	2013	NUM
cet-12868	107	15	,	,	PUNCT
cet-12868	107	16	a	a	DET
cet-12868	107	17	kinetic	kinetic	ADJ
cet-12868	107	18	model	model	NOUN
cet-12868	107	19	to	to	PART
cet-12868	107	20	predict	predict	VERB
cet-12868	107	21	the	the	DET
cet-12868	107	22	compositions	composition	NOUN
cet-12868	107	23	of	of	ADP
cet-12868	107	24	metal	metal	NOUN
cet-12868	107	25	,	,	PUNCT
cet-12868	107	26	slag	slag	NOUN
cet-12868	107	27	and	and	CCONJ
cet-12868	107	28	inclusions	inclusion	NOUN
cet-12868	107	29	during	during	ADP
cet-12868	107	30	ladle	ladle	NOUN
cet-12868	107	31	refining	refining	NOUN
cet-12868	107	32	:	:	PUNCT
cet-12868	107	33	part	part	NOUN
cet-12868	107	34	1	1	NUM
cet-12868	107	35	.	.	PUNCT
cet-12868	107	36	basic	basic	ADJ
cet-12868	107	37	concept	concept	NOUN
cet-12868	107	38	and	and	CCONJ
cet-12868	107	39	application	application	NOUN
cet-12868	107	40	.	.	PUNCT
cet-12868	107	41	,	,	PUNCT
cet-12868	107	42	isij	isij	PROPN
cet-12868	107	43	international	international	PROPN
cet-12868	107	44	,	,	PUNCT
cet-12868	107	45	53(12	53(12	NUM
cet-12868	107	46	)	)	PUNCT
cet-12868	107	47	,	,	PUNCT
cet-12868	107	48	2110	2110	NUM
cet-12868	107	49	-	-	SYM
cet-12868	107	50	2117	2117	NUM
cet-12868	107	51	.	.	PUNCT
cet-12868	108	1	hay	hay	PROPN
cet-12868	108	2	t.	t.	PROPN
cet-12868	108	3	,	,	PUNCT
cet-12868	108	4	reimann	reimann	PROPN
cet-12868	108	5	a.	a.	NOUN
cet-12868	108	6	,	,	PUNCT
cet-12868	108	7	echterhof	echterhof	NOUN
cet-12868	108	8	t.	t.	PROPN
cet-12868	108	9	,	,	PUNCT
cet-12868	108	10	2019	2019	NUM
cet-12868	108	11	,	,	PUNCT
cet-12868	108	12	improving	improve	VERB
cet-12868	108	13	the	the	DET
cet-12868	108	14	modeling	modeling	NOUN
cet-12868	108	15	of	of	ADP
cet-12868	108	16	slag	slag	NOUN
cet-12868	108	17	and	and	CCONJ
cet-12868	108	18	steel	steel	NOUN
cet-12868	108	19	bath	bath	NOUN
cet-12868	108	20	chemistry	chemistry	NOUN
cet-12868	108	21	in	in	ADP
cet-12868	108	22	an	an	DET
cet-12868	108	23	electric	electric	ADJ
cet-12868	108	24	arc	arc	NOUN
cet-12868	108	25	furnace	furnace	NOUN
cet-12868	108	26	process	process	NOUN
cet-12868	108	27	model	model	NOUN
cet-12868	108	28	,	,	PUNCT
cet-12868	108	29	metallurgical	metallurgical	ADJ
cet-12868	108	30	and	and	CCONJ
cet-12868	108	31	materials	material	NOUN
cet-12868	108	32	transactions	transaction	NOUN
cet-12868	108	33	b	b	NOUN
cet-12868	108	34	,	,	PUNCT
cet-12868	108	35	50(5	50(5	NUM
cet-12868	108	36	)	)	PUNCT
cet-12868	108	37	,	,	PUNCT
cet-12868	108	38	2377	2377	NUM
cet-12868	108	39	-	-	SYM
cet-12868	108	40	2388	2388	NUM
cet-12868	108	41	.	.	PUNCT
cet-12868	109	1	kumar	kumar	PROPN
cet-12868	109	2	h.	h.	PROPN
cet-12868	109	3	,	,	PUNCT
cet-12868	109	4	varma	varma	PROPN
cet-12868	109	5	s.	s.	PROPN
cet-12868	109	6	,	,	PUNCT
cet-12868	109	7	2021	2021	NUM
cet-12868	109	8	,	,	PUNCT
cet-12868	109	9	a	a	DET
cet-12868	109	10	review	review	NOUN
cet-12868	109	11	on	on	ADP
cet-12868	109	12	utilization	utilization	NOUN
cet-12868	109	13	of	of	ADP
cet-12868	109	14	steel	steel	NOUN
cet-12868	109	15	slag	slag	NOUN
cet-12868	109	16	in	in	ADP
cet-12868	109	17	hot	hot	ADJ
cet-12868	109	18	mix	mix	NOUN
cet-12868	109	19	asphalt	asphalt	NOUN
cet-12868	109	20	,	,	PUNCT
cet-12868	109	21	international	international	ADJ
cet-12868	109	22	journal	journal	NOUN
cet-12868	109	23	of	of	ADP
cet-12868	109	24	pavement	pavement	NOUN
cet-12868	109	25	research	research	NOUN
cet-12868	109	26	and	and	CCONJ
cet-12868	109	27	technology	technology	NOUN
cet-12868	109	28	,	,	PUNCT
cet-12868	109	29	14(2	14(2	NUM
cet-12868	109	30	)	)	PUNCT
cet-12868	109	31	,	,	PUNCT
cet-12868	109	32	232	232	NUM
cet-12868	109	33	-	-	SYM
cet-12868	109	34	242	242	NUM
cet-12868	109	35	.	.	PUNCT
cet-12868	110	1	liu	liu	PROPN
cet-12868	110	2	j.	j.	PROPN
cet-12868	110	3	,	,	PUNCT
cet-12868	110	4	li	li	PROPN
cet-12868	110	5	c.	c.	PROPN
cet-12868	110	6	,	,	PUNCT
cet-12868	110	7	lin	lin	PROPN
cet-12868	110	8	c.	c.	PROPN
cet-12868	110	9	w.	w.	PROPN
cet-12868	110	10	,	,	PUNCT
cet-12868	110	11	han	han	PROPN
cet-12868	110	12	l.	l.	PROPN
cet-12868	110	13	,	,	PUNCT
cet-12868	110	14	ning	ning	PROPN
cet-12868	110	15	t.	t.	PROPN
cet-12868	110	16	,	,	PUNCT
cet-12868	110	17	wu	wu	PROPN
cet-12868	110	18	j.	j.	PROPN
cet-12868	110	19	,	,	PUNCT
cet-12868	110	20	gui	gui	PROPN
cet-12868	110	21	h.	h.	PROPN
cet-12868	110	22	,	,	PUNCT
cet-12868	110	23	luo	luo	PROPN
cet-12868	110	24	z.	z.	PROPN
cet-12868	110	25	,	,	PUNCT
cet-12868	110	26	liu	liu	PROPN
cet-12868	110	27	t.	t.	PROPN
cet-12868	110	28	;	;	PUNCT
cet-12868	110	29	lu	lu	PROPN
cet-12868	110	30	a.	a.	NOUN
cet-12868	110	31	,	,	PUNCT
cet-12868	110	32	2020	2020	NUM
cet-12868	110	33	,	,	PUNCT
cet-12868	110	34	use	use	NOUN
cet-12868	110	35	of	of	ADP
cet-12868	110	36	steel	steel	NOUN
cet-12868	110	37	slag	slag	NOUN
cet-12868	110	38	and	and	CCONJ
cet-12868	110	39	quartz	quartz	NOUN
cet-12868	110	40	sand‐tailing	sand‐taile	VERB
cet-12868	110	41	for	for	ADP
cet-12868	110	42	the	the	DET
cet-12868	110	43	preparation	preparation	NOUN
cet-12868	110	44	of	of	ADP
cet-12868	110	45	an	an	DET
cet-12868	110	46	eco‐friendly	eco‐friendly	ADV
cet-12868	110	47	permeable	permeable	ADJ
cet-12868	110	48	brick	brick	NOUN
cet-12868	110	49	.	.	PUNCT
cet-12868	110	50	journal	journal	NOUN
cet-12868	110	51	of	of	ADP
cet-12868	110	52	applied	applied	ADJ
cet-12868	110	53	ceramic	ceramic	ADJ
cet-12868	110	54	technology	technology	NOUN
cet-12868	110	55	,	,	PUNCT
cet-12868	110	56	17(1	17(1	NUM
cet-12868	110	57	)	)	PUNCT
cet-12868	110	58	,	,	PUNCT
cet-12868	110	59	94	94	NUM
cet-12868	110	60	-	-	SYM
cet-12868	110	61	104	104	NUM
cet-12868	110	62	.	.	PUNCT
cet-12868	110	63	mapelli	mapelli	PROPN
cet-12868	110	64	w.	w.	PROPN
cet-12868	110	65	,	,	PUNCT
cet-12868	110	66	nicodemi	nicodemi	PROPN
cet-12868	110	67	c.	c.	PROPN
cet-12868	110	68	,	,	PUNCT
cet-12868	110	69	2011	2011	NUM
cet-12868	110	70	.	.	PUNCT
cet-12868	110	71	siderurgia	siderurgia	PROPN
cet-12868	110	72	.	.	PUNCT
cet-12868	111	1	milano	milano	PROPN
cet-12868	111	2	,	,	PUNCT
cet-12868	111	3	aim	aim	VERB
cet-12868	111	4	.	.	PUNCT
cet-12868	112	1	matino	matino	PROPN
cet-12868	112	2	i.	i.	PROPN
cet-12868	112	3	,	,	PUNCT
cet-12868	112	4	alcamisi	alcamisi	ADJ
cet-12868	112	5	e.	e.	PROPN
cet-12868	112	6	,	,	PUNCT
cet-12868	112	7	colla	colla	PROPN
cet-12868	112	8	v.	v.	PROPN
cet-12868	112	9	,	,	PUNCT
cet-12868	112	10	baragioli	baragioli	PROPN
cet-12868	112	11	s.	s.	PROPN
cet-12868	112	12	,	,	PUNCT
cet-12868	112	13	moni	moni	PROPN
cet-12868	112	14	p.	p.	PROPN
cet-12868	112	15	,	,	PUNCT
cet-12868	112	16	2016	2016	NUM
cet-12868	112	17	,	,	PUNCT
cet-12868	112	18	process	process	NOUN
cet-12868	112	19	modelling	modelling	NOUN
cet-12868	112	20	and	and	CCONJ
cet-12868	112	21	simulation	simulation	NOUN
cet-12868	112	22	of	of	ADP
cet-12868	112	23	electric	electric	ADJ
cet-12868	112	24	arc	arc	NOUN
cet-12868	112	25	furnace	furnace	NOUN
cet-12868	112	26	steelmaking	steelmaking	NOUN
cet-12868	112	27	to	to	PART
cet-12868	112	28	allow	allow	VERB
cet-12868	112	29	prognostic	prognostic	ADJ
cet-12868	112	30	evaluations	evaluation	NOUN
cet-12868	112	31	of	of	ADP
cet-12868	112	32	process	process	NOUN
cet-12868	112	33	environmental	environmental	ADJ
cet-12868	112	34	and	and	CCONJ
cet-12868	112	35	energy	energy	NOUN
cet-12868	112	36	impacts	impact	NOUN
cet-12868	112	37	,	,	PUNCT
cet-12868	112	38	matériaux	matériaux	PROPN
cet-12868	112	39	&	&	CCONJ
cet-12868	112	40	techniques	technique	NOUN
cet-12868	112	41	,	,	PUNCT
cet-12868	112	42	104(1	104(1	NUM
cet-12868	112	43	)	)	PUNCT
cet-12868	112	44	.	.	PUNCT
cet-12868	113	1	matino	matino	PROPN
cet-12868	113	2	i.	i.	PROPN
cet-12868	113	3	,	,	PUNCT
cet-12868	113	4	colla	colla	PROPN
cet-12868	113	5	,	,	PUNCT
cet-12868	113	6	v.	v.	ADV
cet-12868	113	7	,	,	PUNCT
cet-12868	113	8	baragiola	baragiola	PROPN
cet-12868	113	9	s.	s.	PROPN
cet-12868	113	10	,	,	PUNCT
cet-12868	113	11	2018	2018	NUM
cet-12868	113	12	,	,	PUNCT
cet-12868	113	13	internal	internal	ADJ
cet-12868	113	14	slags	slag	NOUN
cet-12868	113	15	reuse	reuse	VERB
cet-12868	113	16	in	in	ADP
cet-12868	113	17	an	an	DET
cet-12868	113	18	electric	electric	ADJ
cet-12868	113	19	steelmaking	steelmaking	NOUN
cet-12868	113	20	route	route	NOUN
cet-12868	113	21	and	and	CCONJ
cet-12868	113	22	process	process	NOUN
cet-12868	113	23	sustainability	sustainability	NOUN
cet-12868	113	24	:	:	PUNCT
cet-12868	113	25	simulation	simulation	NOUN
cet-12868	113	26	of	of	ADP
cet-12868	113	27	different	different	ADJ
cet-12868	113	28	scenarios	scenario	NOUN
cet-12868	113	29	through	through	ADP
cet-12868	113	30	the	the	DET
cet-12868	113	31	eires	eire	NOUN
cet-12868	113	32	monitoring	monitor	VERB
cet-12868	113	33	tool	tool	NOUN
cet-12868	113	34	.	.	PUNCT
cet-12868	113	35	,	,	PUNCT
cet-12868	113	36	waste	waste	NOUN
cet-12868	113	37	and	and	CCONJ
cet-12868	113	38	biomass	biomass	NOUN
cet-12868	113	39	valorization	valorization	NOUN
cet-12868	113	40	,	,	PUNCT
cet-12868	113	41	9	9	NUM
cet-12868	113	42	,	,	PUNCT
cet-12868	113	43	2481–2491	2481–2491	NUM
cet-12868	113	44	.	.	PUNCT
cet-12868	114	1	matino	matino	PROPN
cet-12868	114	2	i.	i.	PROPN
cet-12868	114	3	,	,	PUNCT
cet-12868	114	4	colla	colla	PROPN
cet-12868	114	5	v.	v.	PROPN
cet-12868	114	6	,	,	PUNCT
cet-12868	114	7	colucci	colucci	PROPN
cet-12868	114	8	v.	v.	PROPN
cet-12868	114	9	,	,	PUNCT
cet-12868	114	10	lamia	lamia	PROPN
cet-12868	114	11	p.	p.	PROPN
cet-12868	114	12	,	,	PUNCT
cet-12868	114	13	baragiola	baragiola	PROPN
cet-12868	114	14	s.	s.	PROPN
cet-12868	114	15	,	,	PUNCT
cet-12868	114	16	di	di	PROPN
cet-12868	114	17	cecca	cecca	PROPN
cet-12868	114	18	c.	c.	PROPN
cet-12868	114	19	,	,	PUNCT
cet-12868	114	20	2016	2016	NUM
cet-12868	114	21	,	,	PUNCT
cet-12868	114	22	improving	improve	VERB
cet-12868	114	23	sustainability	sustainability	NOUN
cet-12868	114	24	of	of	ADP
cet-12868	114	25	electric	electric	ADJ
cet-12868	114	26	steelworks	steelwork	NOUN
cet-12868	114	27	through	through	ADP
cet-12868	114	28	process	process	NOUN
cet-12868	114	29	simulations	simulation	NOUN
cet-12868	114	30	.	.	PUNCT
cet-12868	114	31	,	,	PUNCT
cet-12868	114	32	chemical	chemical	NOUN
cet-12868	114	33	engineering	engineering	NOUN
cet-12868	114	34	transactions	transaction	NOUN
cet-12868	114	35	,	,	PUNCT
cet-12868	114	36	52	52	NUM
cet-12868	114	37	,	,	PUNCT
cet-12868	114	38	763	763	NUM
cet-12868	114	39	-	-	SYM
cet-12868	114	40	768	768	NUM
cet-12868	114	41	.	.	PUNCT
cet-12868	115	1	patra	patra	PROPN
cet-12868	115	2	p.	p.	PROPN
cet-12868	115	3	,	,	PUNCT
cet-12868	115	4	sarkar	sarkar	PROPN
cet-12868	115	5	a.	a.	PROPN
cet-12868	115	6	,	,	PUNCT
cet-12868	115	7	tiwari	tiwari	PROPN
cet-12868	115	8	a.	a.	NOUN
cet-12868	115	9	,	,	PUNCT
cet-12868	115	10	2019	2019	NUM
cet-12868	115	11	,	,	PUNCT
cet-12868	115	12	infrared	infrared	NOUN
cet-12868	115	13	-	-	PUNCT
cet-12868	115	14	based	base	VERB
cet-12868	115	15	slag	slag	NOUN
cet-12868	115	16	monitoring	monitoring	NOUN
cet-12868	115	17	and	and	CCONJ
cet-12868	115	18	detection	detection	NOUN
cet-12868	115	19	system	system	NOUN
cet-12868	115	20	based	base	VERB
cet-12868	115	21	on	on	ADP
cet-12868	115	22	computer	computer	NOUN
cet-12868	115	23	vision	vision	NOUN
cet-12868	115	24	for	for	ADP
cet-12868	115	25	basic	basic	ADJ
cet-12868	115	26	oxygen	oxygen	NOUN
cet-12868	115	27	furnace	furnace	NOUN
cet-12868	115	28	.	.	PUNCT
cet-12868	116	1	ironmaking	ironmaking	NOUN
cet-12868	116	2	&	&	CCONJ
cet-12868	116	3	steelmaking	steelmaking	NOUN
cet-12868	116	4	,	,	PUNCT
cet-12868	116	5	46(7	46(7	NOUN
cet-12868	116	6	)	)	PUNCT
cet-12868	116	7	,	,	PUNCT
cet-12868	116	8	692	692	NUM
cet-12868	116	9	-	-	SYM
cet-12868	116	10	697	697	NUM
cet-12868	116	11	.	.	PUNCT
cet-12868	117	1	pauna	pauna	PROPN
cet-12868	117	2	h.	h.	PROPN
cet-12868	117	3	,	,	PUNCT
cet-12868	117	4	aula	aula	PROPN
cet-12868	117	5	m.	m.	PROPN
cet-12868	117	6	,	,	PUNCT
cet-12868	117	7	fabritius	fabritius	PROPN
cet-12868	117	8	t.	t.	PROPN
cet-12868	117	9	,	,	PUNCT
cet-12868	117	10	klung	klung	PROPN
cet-12868	117	11	j.	j.	PROPN
cet-12868	117	12	,	,	PUNCT
cet-12868	117	13	seehausen	seehausen	PROPN
cet-12868	117	14	j.	j.	PROPN
cet-12868	117	15	,	,	PUNCT
cet-12868	117	16	huttula	huttula	PROPN
cet-12868	117	17	m.	m.	PROPN
cet-12868	117	18	,	,	PUNCT
cet-12868	117	19	june	june	PROPN
cet-12868	117	20	2019	2019	NUM
cet-12868	117	21	,	,	PUNCT
cet-12868	117	22	development	development	NOUN
cet-12868	117	23	of	of	ADP
cet-12868	117	24	process	process	NOUN
cet-12868	117	25	control	control	NOUN
cet-12868	117	26	for	for	ADP
cet-12868	117	27	industrial	industrial	ADJ
cet-12868	117	28	electric	electric	ADJ
cet-12868	117	29	arc	arc	NOUN
cet-12868	117	30	furnaces	furnace	NOUN
cet-12868	117	31	with	with	ADP
cet-12868	117	32	optical	optical	ADJ
cet-12868	117	33	emission	emission	NOUN
cet-12868	117	34	spectroscopy	spectroscopy	NOUN
cet-12868	117	35	.	.	PUNCT
cet-12868	118	1	düsseldorf	düsseldorf	PROPN
cet-12868	118	2	,	,	PUNCT
cet-12868	118	3	germany	germany	PROPN
cet-12868	118	4	,	,	PUNCT
cet-12868	118	5	s.n	s.n	PROPN
cet-12868	118	6	.	.	PROPN
cet-12868	118	7	roychand	roychand	PROPN
cet-12868	118	8	r.	r.	PROPN
cet-12868	118	9	,	,	PUNCT
cet-12868	118	10	pramanik	pramanik	PROPN
cet-12868	118	11	b.	b.	PROPN
cet-12868	118	12	k.	k.	PROPN
cet-12868	118	13	,	,	PUNCT
cet-12868	118	14	zhang	zhang	PROPN
cet-12868	118	15	g.	g.	PROPN
cet-12868	118	16	,	,	PUNCT
cet-12868	118	17	setunge	setunge	PROPN
cet-12868	118	18	,	,	PUNCT
cet-12868	118	19	s.	s.	PROPN
cet-12868	118	20	,	,	PUNCT
cet-12868	118	21	2020	2020	NUM
cet-12868	118	22	,	,	PUNCT
cet-12868	118	23	recycling	recycle	VERB
cet-12868	118	24	steel	steel	NOUN
cet-12868	118	25	slag	slag	NOUN
cet-12868	118	26	from	from	ADP
cet-12868	118	27	municipal	municipal	ADJ
cet-12868	118	28	wastewater	wastewater	NOUN
cet-12868	118	29	treatment	treatment	NOUN
cet-12868	118	30	plants	plant	NOUN
cet-12868	118	31	into	into	ADP
cet-12868	118	32	concrete	concrete	ADJ
cet-12868	118	33	applications	application	NOUN
cet-12868	118	34	-	-	PUNCT
cet-12868	118	35	a	a	DET
cet-12868	118	36	step	step	NOUN
cet-12868	118	37	towards	towards	ADP
cet-12868	118	38	circular	circular	ADJ
cet-12868	118	39	economy	economy	NOUN
cet-12868	118	40	,	,	PUNCT
cet-12868	118	41	resources	resource	NOUN
cet-12868	118	42	,	,	PUNCT
cet-12868	118	43	conservation	conservation	NOUN
cet-12868	118	44	and	and	CCONJ
cet-12868	118	45	recycling	recycling	NOUN
cet-12868	118	46	,	,	PUNCT
cet-12868	118	47	152	152	NUM
cet-12868	118	48	,	,	PUNCT
cet-12868	118	49	104533	104533	NUM
cet-12868	118	50	.	.	PUNCT
cet-12868	119	1	wang	wang	PROPN
cet-12868	119	2	z.	z.	PROPN
cet-12868	119	3	,	,	PUNCT
cet-12868	119	4	deguchi	deguchi	PROPN
cet-12868	119	5	y.	y.	PROPN
cet-12868	119	6	,	,	PUNCT
cet-12868	119	7	shiou	shiou	PROPN
cet-12868	119	8	f.	f.	PROPN
cet-12868	119	9	,	,	PUNCT
cet-12868	119	10	yan	yan	PROPN
cet-12868	119	11	j.	j.	PROPN
cet-12868	119	12	,	,	PUNCT
cet-12868	119	13	liu	liu	PROPN
cet-12868	119	14	j.	j.	PROPN
cet-12868	119	15	,	,	PUNCT
cet-12868	119	16	2016	2016	NUM
cet-12868	119	17	,	,	PUNCT
cet-12868	119	18	application	application	NOUN
cet-12868	119	19	of	of	ADP
cet-12868	119	20	laser	laser	NOUN
cet-12868	119	21	-	-	PUNCT
cet-12868	119	22	induced	induce	VERB
cet-12868	119	23	breakdown	breakdown	NOUN
cet-12868	119	24	spectroscopy	spectroscopy	NOUN
cet-12868	119	25	to	to	ADP
cet-12868	119	26	real	real	ADJ
cet-12868	119	27	-	-	PUNCT
cet-12868	119	28	time	time	NOUN
cet-12868	119	29	elemental	elemental	ADJ
cet-12868	119	30	monitoring	monitoring	NOUN
cet-12868	119	31	of	of	ADP
cet-12868	119	32	iron	iron	NOUN
cet-12868	119	33	and	and	CCONJ
cet-12868	119	34	steel	steel	NOUN
cet-12868	119	35	making	making	NOUN
cet-12868	119	36	process	process	NOUN
cet-12868	119	37	,	,	PUNCT
cet-12868	119	38	isij	isij	PROPN
cet-12868	119	39	international	international	PROPN
cet-12868	119	40	,	,	PUNCT
cet-12868	119	41	56(5	56(5	PROPN
cet-12868	119	42	)	)	PUNCT
cet-12868	119	43	,	,	PUNCT
cet-12868	119	44	723	723	NUM
cet-12868	119	45	-	-	SYM
cet-12868	119	46	735	735	NUM
cet-12868	119	47	.	.	PUNCT
cet-12868	119	48	world	world	PROPN
cet-12868	119	49	steel	steel	PROPN
cet-12868	119	50	association	association	PROPN
cet-12868	119	51	,	,	PUNCT
cet-12868	119	52	2021	2021	NUM
cet-12868	119	53	.	.	PUNCT
cet-12868	120	1	steel	steel	NOUN
cet-12868	120	2	industry	industry	NOUN
cet-12868	120	3	co	co	NOUN
cet-12868	121	1	-	-	NOUN
cet-12868	122	1	products	product	NOUN
cet-12868	123	1	.	.	PUNCT
cet-12868	124	1	<	<	X
cet-12868	124	2	https://worldsteel.org/wp-content/uploads/factsheet-steel-industry-co-products.pdf	https://worldsteel.org/wp-content/uploads/factsheet-steel-industry-co-products.pdf	X
cet-12868	124	3	>	>	X
cet-12868	124	4	accessed	access	VERB
cet-12868	124	5	11.04.2022	11.04.2022	NOUN
cet-12868	124	6	.	.	PUNCT
cet-12868	125	1	zhang	zhang	PROPN
cet-12868	125	2	g.	g.	PROPN
cet-12868	125	3	h.	h.	PROPN
cet-12868	125	4	,	,	PUNCT
cet-12868	125	5	yan	yan	PROPN
cet-12868	125	6	b.	b.	PROPN
cet-12868	125	7	j.	j.	PROPN
cet-12868	125	8	,	,	PUNCT
cet-12868	125	9	chou	chou	PROPN
cet-12868	125	10	k.	k.	PROPN
cet-12868	125	11	c.	c.	PROPN
cet-12868	125	12	,	,	PUNCT
cet-12868	125	13	li	li	PROPN
cet-12868	125	14	f.	f.	PROPN
cet-12868	125	15	s.	s.	PROPN
cet-12868	125	16	,	,	PUNCT
cet-12868	125	17	2011	2011	NUM
cet-12868	125	18	,	,	PUNCT
cet-12868	125	19	relation	relation	NOUN
cet-12868	125	20	between	between	ADP
cet-12868	125	21	viscosity	viscosity	NOUN
cet-12868	125	22	and	and	CCONJ
cet-12868	125	23	electrical	electrical	ADJ
cet-12868	125	24	conductivity	conductivity	NOUN
cet-12868	125	25	of	of	ADP
cet-12868	125	26	silicate	silicate	ADJ
cet-12868	125	27	melts	melt	NOUN
cet-12868	125	28	,	,	PUNCT
cet-12868	125	29	metallurgical	metallurgical	ADJ
cet-12868	125	30	and	and	CCONJ
cet-12868	125	31	materials	material	NOUN
cet-12868	125	32	transactions	transaction	NOUN
cet-12868	125	33	b	b	NOUN
cet-12868	125	34	,	,	PUNCT
cet-12868	125	35	42(2	42(2	PROPN
cet-12868	125	36	)	)	PUNCT
cet-12868	125	37	,	,	PUNCT
cet-12868	125	38	261	261	NUM
cet-12868	125	39	-	-	SYM
cet-12868	125	40	264	264	NUM
cet-12868	125	41	.	.	PUNCT
cet-12868	126	1	126	126	NUM
cet-12868	126	2	49petrucciani.pdf	49petrucciani.pdf	NUM
cet-12868	126	3	flowsheet	flowsheet	ADJ
cet-12868	126	4	model	model	NOUN
cet-12868	126	5	and	and	CCONJ
cet-12868	126	6	simulation	simulation	NOUN
cet-12868	126	7	of	of	ADP
cet-12868	126	8	produced	produce	VERB
cet-12868	126	9	slag	slag	NOUN
cet-12868	126	10	in	in	ADP
cet-12868	126	11	electric	electric	ADJ
cet-12868	126	12	steelmaking	steelmaking	NOUN
cet-12868	126	13	to	to	PART
cet-12868	126	14	improve	improve	VERB
cet-12868	126	15	resource	resource	NOUN
cet-12868	126	16	management	management	NOUN
cet-12868	126	17	and	and	CCONJ
cet-12868	126	18	circular	circular	ADJ
cet-12868	126	19	production	production	NOUN