id	sid	tid	token	lemma	pos
cet-1041	1	1	chemical	chemical	NOUN
cet-1041	1	2	engineering	engineering	NOUN
cet-1041	1	3	transactions	transaction	NOUN
cet-1041	1	4	vol	vol	NOUN
cet-1041	1	5	.	.	PROPN
cet-1041	2	1	62	62	NUM
cet-1041	2	2	,	,	PUNCT
cet-1041	2	3	2017	2017	NUM
cet-1041	2	4	a	a	DET
cet-1041	2	5	publication	publication	NOUN
cet-1041	2	6	of	of	ADP
cet-1041	2	7	the	the	DET
cet-1041	2	8	italian	italian	ADJ
cet-1041	2	9	association	association	NOUN
cet-1041	2	10	of	of	ADP
cet-1041	2	11	chemical	chemical	PROPN
cet-1041	2	12	engineering	engineering	NOUN
cet-1041	2	13	online	online	ADV
cet-1041	2	14	at	at	ADP
cet-1041	2	15	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1041	2	16	guest	guest	PROPN
cet-1041	2	17	editors	editor	NOUN
cet-1041	2	18	:	:	PUNCT
cet-1041	2	19	fei	fei	PROPN
cet-1041	2	20	song	song	PROPN
cet-1041	2	21	,	,	PUNCT
cet-1041	2	22	haibo	haibo	PROPN
cet-1041	2	23	wang	wang	PROPN
cet-1041	2	24	,	,	PUNCT
cet-1041	2	25	fang	fang	PROPN
cet-1041	2	26	he	he	PRON
cet-1041	2	27	copyright	copyright	NOUN
cet-1041	2	28	©	©	PROPN
cet-1041	2	29	2017	2017	NUM
cet-1041	2	30	,	,	PUNCT
cet-1041	2	31	aidic	aidic	ADJ
cet-1041	2	32	servizi	servizi	PROPN
cet-1041	2	33	s.r.l	s.r.l	PROPN
cet-1041	2	34	.	.	PUNCT
cet-1041	3	1	isbn	isbn	ADJ
cet-1041	3	2	978	978	NUM
cet-1041	3	3	-	-	SYM
cet-1041	3	4	88	88	NUM
cet-1041	3	5	-	-	PUNCT
cet-1041	3	6	9560860	9560860	NUM
cet-1041	3	7	-	-	SYM
cet-1041	3	8	0	0	NUM
cet-1041	3	9	;	;	PUNCT
cet-1041	3	10	issn	issn	PROPN
cet-1041	3	11	2283	2283	NUM
cet-1041	3	12	-	-	SYM
cet-1041	3	13	9216	9216	NUM
cet-1041	3	14	prediction	prediction	NOUN
cet-1041	3	15	of	of	ADP
cet-1041	3	16	chemical	chemical	ADJ
cet-1041	3	17	oxygen	oxygen	NOUN
cet-1041	3	18	demand	demand	NOUN
cet-1041	3	19	emissions	emission	NOUN
cet-1041	3	20	in	in	ADP
cet-1041	3	21	wastewater	wastewater	NOUN
cet-1041	3	22	treatment	treatment	NOUN
cet-1041	3	23	plant	plant	NOUN
cet-1041	3	24	based	base	VERB
cet-1041	3	25	on	on	ADP
cet-1041	3	26	improved	improve	VERB
cet-1041	3	27	artificial	artificial	ADJ
cet-1041	3	28	neural	neural	ADJ
cet-1041	3	29	network	network	NOUN
cet-1041	3	30	model	model	NOUN
cet-1041	3	31	huijun	huijun	PROPN
cet-1041	3	32	xue	xue	PROPN
cet-1041	3	33	department	department	PROPN
cet-1041	3	34	of	of	ADP
cet-1041	3	35	computer	computer	NOUN
cet-1041	3	36	science	science	NOUN
cet-1041	3	37	,	,	PUNCT
cet-1041	3	38	inner	inner	PROPN
cet-1041	3	39	mongolia	mongolia	PROPN
cet-1041	3	40	electronic	electronic	ADJ
cet-1041	3	41	information	information	PROPN
cet-1041	3	42	vocational	vocational	PROPN
cet-1041	3	43	technical	technical	PROPN
cet-1041	3	44	college	college	NOUN
cet-1041	3	45	,	,	PUNCT
cet-1041	3	46	hohhot	hohhot	ADJ
cet-1041	3	47	010070	010070	NUM
cet-1041	3	48	,	,	PUNCT
cet-1041	3	49	china	china	PROPN
cet-1041	3	50	xhj2005163@163.com	xhj2005163@163.com	PROPN
cet-1041	3	51	with	with	ADP
cet-1041	3	52	the	the	DET
cet-1041	3	53	increasingly	increasingly	ADV
cet-1041	3	54	serious	serious	ADJ
cet-1041	3	55	pollution	pollution	NOUN
cet-1041	3	56	of	of	ADP
cet-1041	3	57	water	water	NOUN
cet-1041	3	58	resources	resource	NOUN
cet-1041	3	59	,	,	PUNCT
cet-1041	3	60	china	china	PROPN
cet-1041	3	61	's	's	PART
cet-1041	3	62	awareness	awareness	NOUN
cet-1041	3	63	of	of	ADP
cet-1041	3	64	water	water	NOUN
cet-1041	3	65	resources	resource	NOUN
cet-1041	3	66	protection	protection	NOUN
cet-1041	3	67	is	be	AUX
cet-1041	3	68	becoming	become	VERB
cet-1041	3	69	stronger	strong	ADJ
cet-1041	3	70	and	and	CCONJ
cet-1041	3	71	stronger	strong	ADJ
cet-1041	3	72	,	,	PUNCT
cet-1041	3	73	and	and	CCONJ
cet-1041	3	74	a	a	DET
cet-1041	3	75	series	series	NOUN
cet-1041	3	76	of	of	ADP
cet-1041	3	77	effective	effective	ADJ
cet-1041	3	78	measures	measure	NOUN
cet-1041	3	79	have	have	AUX
cet-1041	3	80	been	be	AUX
cet-1041	3	81	taken	take	VERB
cet-1041	3	82	.	.	PUNCT
cet-1041	4	1	the	the	DET
cet-1041	4	2	water	water	NOUN
cet-1041	4	3	quality	quality	NOUN
cet-1041	4	4	monitoring	monitoring	NOUN
cet-1041	4	5	technology	technology	NOUN
cet-1041	4	6	can	can	AUX
cet-1041	4	7	detect	detect	VERB
cet-1041	4	8	and	and	CCONJ
cet-1041	4	9	analyze	analyze	VERB
cet-1041	4	10	the	the	DET
cet-1041	4	11	water	water	NOUN
cet-1041	4	12	quality	quality	NOUN
cet-1041	4	13	timely	timely	ADV
cet-1041	4	14	,	,	PUNCT
cet-1041	4	15	so	so	SCONJ
cet-1041	4	16	as	as	SCONJ
cet-1041	4	17	to	to	PART
cet-1041	4	18	obtain	obtain	VERB
cet-1041	4	19	accurate	accurate	ADJ
cet-1041	4	20	detection	detection	NOUN
cet-1041	4	21	results	result	NOUN
cet-1041	4	22	.	.	PUNCT
cet-1041	5	1	however	however	ADV
cet-1041	5	2	,	,	PUNCT
cet-1041	5	3	due	due	ADP
cet-1041	5	4	to	to	ADP
cet-1041	5	5	the	the	DET
cet-1041	5	6	limitations	limitation	NOUN
cet-1041	5	7	of	of	ADP
cet-1041	5	8	the	the	DET
cet-1041	5	9	current	current	ADJ
cet-1041	5	10	measurement	measurement	NOUN
cet-1041	5	11	methods	method	NOUN
cet-1041	5	12	and	and	CCONJ
cet-1041	5	13	measuring	measure	VERB
cet-1041	5	14	instruments	instrument	NOUN
cet-1041	5	15	,	,	PUNCT
cet-1041	5	16	some	some	DET
cet-1041	5	17	parameters	parameter	NOUN
cet-1041	5	18	are	be	AUX
cet-1041	5	19	difficult	difficult	ADJ
cet-1041	5	20	to	to	PART
cet-1041	5	21	be	be	AUX
cet-1041	5	22	measured	measure	VERB
cet-1041	5	23	in	in	ADP
cet-1041	5	24	time	time	NOUN
cet-1041	5	25	,	,	PUNCT
cet-1041	5	26	thus	thus	ADV
cet-1041	5	27	affecting	affect	VERB
cet-1041	5	28	the	the	DET
cet-1041	5	29	control	control	NOUN
cet-1041	5	30	effect	effect	NOUN
cet-1041	5	31	of	of	ADP
cet-1041	5	32	water	water	NOUN
cet-1041	5	33	quality	quality	NOUN
cet-1041	5	34	parameters	parameter	NOUN
cet-1041	5	35	in	in	ADP
cet-1041	5	36	wastewater	wastewater	NOUN
cet-1041	5	37	treatment	treatment	NOUN
cet-1041	5	38	.	.	PUNCT
cet-1041	6	1	to	to	PART
cet-1041	6	2	solve	solve	VERB
cet-1041	6	3	this	this	DET
cet-1041	6	4	problem	problem	NOUN
cet-1041	6	5	,	,	PUNCT
cet-1041	6	6	this	this	DET
cet-1041	6	7	paper	paper	NOUN
cet-1041	6	8	tries	try	VERB
cet-1041	6	9	to	to	PART
cet-1041	6	10	use	use	VERB
cet-1041	6	11	the	the	DET
cet-1041	6	12	strong	strong	ADJ
cet-1041	6	13	nonlinear	nonlinear	ADJ
cet-1041	6	14	identification	identification	NOUN
cet-1041	6	15	ability	ability	NOUN
cet-1041	6	16	of	of	ADP
cet-1041	6	17	neural	neural	ADJ
cet-1041	6	18	network	network	NOUN
cet-1041	6	19	to	to	PART
cet-1041	6	20	realize	realize	VERB
cet-1041	6	21	soft	soft	ADJ
cet-1041	6	22	sensing	sensing	NOUN
cet-1041	6	23	of	of	ADP
cet-1041	6	24	chemical	chemical	ADJ
cet-1041	6	25	oxygen	oxygen	NOUN
cet-1041	6	26	demand	demand	NOUN
cet-1041	6	27	.	.	PUNCT
cet-1041	7	1	firstly	firstly	ADV
cet-1041	7	2	,	,	PUNCT
cet-1041	7	3	the	the	DET
cet-1041	7	4	selfadaption	selfadaption	NOUN
cet-1041	7	5	method	method	NOUN
cet-1041	7	6	is	be	AUX
cet-1041	7	7	used	use	VERB
cet-1041	7	8	to	to	PART
cet-1041	7	9	change	change	VERB
cet-1041	7	10	the	the	DET
cet-1041	7	11	learning	learning	NOUN
cet-1041	7	12	rate	rate	NOUN
cet-1041	7	13	of	of	ADP
cet-1041	7	14	bp	bp	PROPN
cet-1041	7	15	algorithm	algorithm	NOUN
cet-1041	7	16	to	to	PART
cet-1041	7	17	control	control	VERB
cet-1041	7	18	the	the	DET
cet-1041	7	19	gradient	gradient	ADJ
cet-1041	7	20	descent	descent	NOUN
cet-1041	7	21	speed	speed	NOUN
cet-1041	7	22	of	of	ADP
cet-1041	7	23	bp	bp	PROPN
cet-1041	7	24	neural	neural	ADJ
cet-1041	7	25	network	network	NOUN
cet-1041	7	26	in	in	ADP
cet-1041	7	27	learning	learning	PROPN
cet-1041	7	28	,	,	PUNCT
cet-1041	7	29	and	and	CCONJ
cet-1041	7	30	then	then	ADV
cet-1041	7	31	to	to	PART
cet-1041	7	32	improve	improve	VERB
cet-1041	7	33	the	the	DET
cet-1041	7	34	convergence	convergence	NOUN
cet-1041	7	35	characteristics	characteristic	NOUN
cet-1041	7	36	of	of	ADP
cet-1041	7	37	standard	standard	ADJ
cet-1041	7	38	bp	bp	PROPN
cet-1041	7	39	algorithm	algorithm	PROPN
cet-1041	7	40	.	.	PUNCT
cet-1041	8	1	learning	learn	VERB
cet-1041	8	2	rate	rate	NOUN
cet-1041	8	3	adjustment	adjustment	NOUN
cet-1041	8	4	process	process	NOUN
cet-1041	8	5	is	be	AUX
cet-1041	8	6	based	base	VERB
cet-1041	8	7	on	on	ADP
cet-1041	8	8	certain	certain	ADJ
cet-1041	8	9	principles	principle	NOUN
cet-1041	8	10	,	,	PUNCT
cet-1041	8	11	so	so	SCONJ
cet-1041	8	12	it	it	PRON
cet-1041	8	13	can	can	AUX
cet-1041	8	14	ensure	ensure	VERB
cet-1041	8	15	that	that	SCONJ
cet-1041	8	16	the	the	DET
cet-1041	8	17	learning	learning	NOUN
cet-1041	8	18	rate	rate	NOUN
cet-1041	8	19	can	can	AUX
cet-1041	8	20	maintain	maintain	VERB
cet-1041	8	21	a	a	DET
cet-1041	8	22	larger	large	ADJ
cet-1041	8	23	value	value	NOUN
cet-1041	8	24	,	,	PUNCT
cet-1041	8	25	but	but	CCONJ
cet-1041	8	26	also	also	ADV
cet-1041	8	27	ensure	ensure	VERB
cet-1041	8	28	the	the	DET
cet-1041	8	29	stability	stability	NOUN
cet-1041	8	30	in	in	ADP
cet-1041	8	31	the	the	DET
cet-1041	8	32	learning	learning	NOUN
cet-1041	8	33	process	process	NOUN
cet-1041	8	34	.	.	PUNCT
cet-1041	9	1	in	in	ADP
cet-1041	9	2	order	order	NOUN
cet-1041	9	3	to	to	PART
cet-1041	9	4	find	find	VERB
cet-1041	9	5	out	out	ADP
cet-1041	9	6	the	the	DET
cet-1041	9	7	water	water	NOUN
cet-1041	9	8	quality	quality	NOUN
cet-1041	9	9	parameters	parameter	NOUN
cet-1041	9	10	which	which	PRON
cet-1041	9	11	have	have	VERB
cet-1041	9	12	great	great	ADJ
cet-1041	9	13	influence	influence	NOUN
cet-1041	9	14	on	on	ADP
cet-1041	9	15	the	the	DET
cet-1041	9	16	treatment	treatment	NOUN
cet-1041	9	17	effect	effect	NOUN
cet-1041	9	18	,	,	PUNCT
cet-1041	9	19	8	8	NUM
cet-1041	9	20	water	water	NOUN
cet-1041	9	21	quality	quality	NOUN
cet-1041	9	22	parameters	parameter	NOUN
cet-1041	9	23	are	be	AUX
cet-1041	9	24	selected	select	VERB
cet-1041	9	25	as	as	ADP
cet-1041	9	26	the	the	DET
cet-1041	9	27	auxiliary	auxiliary	ADJ
cet-1041	9	28	variables	variable	NOUN
cet-1041	9	29	,	,	PUNCT
cet-1041	9	30	and	and	CCONJ
cet-1041	9	31	the	the	DET
cet-1041	9	32	chemical	chemical	NOUN
cet-1041	9	33	oxygen	oxygen	NOUN
cet-1041	9	34	demand	demand	NOUN
cet-1041	9	35	(	(	PUNCT
cet-1041	9	36	cod	cod	NOUN
cet-1041	9	37	)	)	PUNCT
cet-1041	9	38	parameters	parameter	NOUN
cet-1041	9	39	are	be	AUX
cet-1041	9	40	treated	treat	VERB
cet-1041	9	41	as	as	ADP
cet-1041	9	42	the	the	DET
cet-1041	9	43	main	main	ADJ
cet-1041	9	44	variables	variable	NOUN
cet-1041	9	45	after	after	ADP
cet-1041	9	46	the	the	DET
cet-1041	9	47	treatment	treatment	NOUN
cet-1041	9	48	of	of	ADP
cet-1041	9	49	the	the	DET
cet-1041	9	50	sewage	sewage	NOUN
cet-1041	9	51	treatment	treatment	NOUN
cet-1041	9	52	system	system	NOUN
cet-1041	9	53	.	.	PUNCT
cet-1041	10	1	the	the	DET
cet-1041	10	2	results	result	NOUN
cet-1041	10	3	show	show	VERB
cet-1041	10	4	that	that	SCONJ
cet-1041	10	5	the	the	DET
cet-1041	10	6	bp	bp	PROPN
cet-1041	10	7	neural	neural	PROPN
cet-1041	10	8	network	network	NOUN
cet-1041	10	9	model	model	NOUN
cet-1041	10	10	has	have	VERB
cet-1041	10	11	high	high	ADJ
cet-1041	10	12	prediction	prediction	NOUN
cet-1041	10	13	accuracy	accuracy	NOUN
cet-1041	10	14	,	,	PUNCT
cet-1041	10	15	fast	fast	ADJ
cet-1041	10	16	convergence	convergence	NOUN
cet-1041	10	17	speed	speed	NOUN
cet-1041	10	18	,	,	PUNCT
cet-1041	10	19	good	good	ADJ
cet-1041	10	20	generalization	generalization	NOUN
cet-1041	10	21	ability	ability	NOUN
cet-1041	10	22	.	.	PUNCT
cet-1041	11	1	it	it	PRON
cet-1041	11	2	can	can	AUX
cet-1041	11	3	accurately	accurately	ADV
cet-1041	11	4	predict	predict	VERB
cet-1041	11	5	the	the	DET
cet-1041	11	6	cod	cod	NOUN
cet-1041	11	7	value	value	NOUN
cet-1041	11	8	in	in	ADP
cet-1041	11	9	the	the	DET
cet-1041	11	10	sewage	sewage	NOUN
cet-1041	11	11	treatment	treatment	NOUN
cet-1041	11	12	process	process	NOUN
cet-1041	11	13	,	,	PUNCT
cet-1041	11	14	and	and	CCONJ
cet-1041	11	15	better	well	ADV
cet-1041	11	16	reflect	reflect	VERB
cet-1041	11	17	the	the	DET
cet-1041	11	18	change	change	NOUN
cet-1041	11	19	law	law	NOUN
cet-1041	11	20	of	of	ADP
cet-1041	11	21	cod	cod	NOUN
cet-1041	11	22	and	and	CCONJ
cet-1041	11	23	influence	influence	NOUN
cet-1041	11	24	factors	factor	NOUN
cet-1041	11	25	.	.	PUNCT
cet-1041	12	1	1	1	X
cet-1041	12	2	.	.	X
cet-1041	12	3	introduction	introduction	NOUN
cet-1041	12	4	with	with	ADP
cet-1041	12	5	the	the	DET
cet-1041	12	6	increasingly	increasingly	ADV
cet-1041	12	7	serious	serious	ADJ
cet-1041	12	8	pollution	pollution	NOUN
cet-1041	12	9	of	of	ADP
cet-1041	12	10	water	water	NOUN
cet-1041	12	11	resources	resource	NOUN
cet-1041	12	12	,	,	PUNCT
cet-1041	12	13	china	china	PROPN
cet-1041	12	14	's	's	PART
cet-1041	12	15	awareness	awareness	NOUN
cet-1041	12	16	of	of	ADP
cet-1041	12	17	water	water	NOUN
cet-1041	12	18	resources	resource	NOUN
cet-1041	12	19	protection	protection	NOUN
cet-1041	12	20	is	be	AUX
cet-1041	12	21	becoming	become	VERB
cet-1041	12	22	stronger	strong	ADJ
cet-1041	12	23	and	and	CCONJ
cet-1041	12	24	stronger	strong	ADJ
cet-1041	12	25	,	,	PUNCT
cet-1041	12	26	and	and	CCONJ
cet-1041	12	27	a	a	DET
cet-1041	12	28	series	series	NOUN
cet-1041	12	29	of	of	ADP
cet-1041	12	30	effective	effective	ADJ
cet-1041	12	31	measures	measure	NOUN
cet-1041	12	32	have	have	AUX
cet-1041	12	33	been	be	AUX
cet-1041	12	34	taken	take	VERB
cet-1041	12	35	.	.	PUNCT
cet-1041	13	1	the	the	DET
cet-1041	13	2	water	water	NOUN
cet-1041	13	3	quality	quality	NOUN
cet-1041	13	4	monitoring	monitoring	NOUN
cet-1041	13	5	technology	technology	NOUN
cet-1041	13	6	can	can	AUX
cet-1041	13	7	detect	detect	VERB
cet-1041	13	8	and	and	CCONJ
cet-1041	13	9	analyze	analyze	VERB
cet-1041	13	10	the	the	DET
cet-1041	13	11	water	water	NOUN
cet-1041	13	12	quality	quality	NOUN
cet-1041	13	13	timely	timely	ADV
cet-1041	13	14	,	,	PUNCT
cet-1041	13	15	so	so	SCONJ
cet-1041	13	16	as	as	SCONJ
cet-1041	13	17	to	to	PART
cet-1041	13	18	obtain	obtain	VERB
cet-1041	13	19	accurate	accurate	ADJ
cet-1041	13	20	detection	detection	NOUN
cet-1041	13	21	results	result	NOUN
cet-1041	13	22	.	.	PUNCT
cet-1041	14	1	this	this	DET
cet-1041	14	2	method	method	NOUN
cet-1041	14	3	is	be	AUX
cet-1041	14	4	one	one	NUM
cet-1041	14	5	of	of	ADP
cet-1041	14	6	the	the	DET
cet-1041	14	7	effective	effective	ADJ
cet-1041	14	8	methods	method	NOUN
cet-1041	14	9	to	to	PART
cet-1041	14	10	protect	protect	VERB
cet-1041	14	11	water	water	NOUN
cet-1041	14	12	resources	resource	NOUN
cet-1041	14	13	in	in	ADP
cet-1041	14	14	our	our	PRON
cet-1041	14	15	country	country	NOUN
cet-1041	14	16	.	.	PUNCT
cet-1041	15	1	scholars	scholar	NOUN
cet-1041	15	2	at	at	ADP
cet-1041	15	3	home	home	ADV
cet-1041	15	4	and	and	CCONJ
cet-1041	15	5	abroad	abroad	ADV
cet-1041	15	6	have	have	AUX
cet-1041	15	7	also	also	ADV
cet-1041	15	8	made	make	VERB
cet-1041	15	9	corresponding	corresponding	ADJ
cet-1041	15	10	research	research	NOUN
cet-1041	15	11	on	on	ADP
cet-1041	15	12	this	this	DET
cet-1041	15	13	issue	issue	NOUN
cet-1041	15	14	.	.	PUNCT
cet-1041	16	1	qi	qi	PROPN
cet-1041	16	2	et	et	PROPN
cet-1041	16	3	al	al	PROPN
cet-1041	16	4	.	.	PROPN
cet-1041	16	5	,	,	PUNCT
cet-1041	16	6	(	(	PUNCT
cet-1041	16	7	2004	2004	NUM
cet-1041	16	8	)	)	PUNCT
cet-1041	16	9	propose	propose	VERB
cet-1041	16	10	a	a	DET
cet-1041	16	11	soft	soft	ADJ
cet-1041	16	12	sensor	sensor	NOUN
cet-1041	16	13	method	method	NOUN
cet-1041	16	14	based	base	VERB
cet-1041	16	15	on	on	ADP
cet-1041	16	16	radial	radial	ADJ
cet-1041	16	17	basis	basis	NOUN
cet-1041	16	18	function	function	NOUN
cet-1041	16	19	(	(	PUNCT
cet-1041	16	20	rbf	rbf	PROPN
cet-1041	16	21	)	)	PUNCT
cet-1041	16	22	neural	neural	ADJ
cet-1041	16	23	network	network	NOUN
cet-1041	16	24	,	,	PUNCT
cet-1041	16	25	train	train	NOUN
cet-1041	16	26	and	and	CCONJ
cet-1041	16	27	simulate	simulate	VERB
cet-1041	16	28	the	the	DET
cet-1041	16	29	rbf	rbf	PROPN
cet-1041	16	30	neural	neural	ADJ
cet-1041	16	31	network	network	NOUN
cet-1041	16	32	by	by	ADP
cet-1041	16	33	using	use	VERB
cet-1041	16	34	a	a	DET
cet-1041	16	35	large	large	ADJ
cet-1041	16	36	amount	amount	NOUN
cet-1041	16	37	of	of	ADP
cet-1041	16	38	measured	measured	ADJ
cet-1041	16	39	data	datum	NOUN
cet-1041	16	40	,	,	PUNCT
cet-1041	16	41	and	and	CCONJ
cet-1041	16	42	prove	prove	VERB
cet-1041	16	43	the	the	DET
cet-1041	16	44	effectiveness	effectiveness	NOUN
cet-1041	16	45	of	of	ADP
cet-1041	16	46	the	the	DET
cet-1041	16	47	soft	soft	ADJ
cet-1041	16	48	sensing	sense	VERB
cet-1041	16	49	model	model	NOUN
cet-1041	16	50	based	base	VERB
cet-1041	16	51	on	on	ADP
cet-1041	16	52	rbf	rbf	PROPN
cet-1041	16	53	neural	neural	ADJ
cet-1041	16	54	network	network	NOUN
cet-1041	16	55	through	through	ADP
cet-1041	16	56	experiments	experiment	NOUN
cet-1041	16	57	.	.	PUNCT
cet-1041	17	1	qiao	qiao	PROPN
cet-1041	17	2	et	et	PROPN
cet-1041	17	3	al	al	PROPN
cet-1041	17	4	.	.	PROPN
cet-1041	17	5	,	,	PUNCT
cet-1041	17	6	(	(	PUNCT
cet-1041	17	7	2014	2014	NUM
cet-1041	17	8	)	)	PUNCT
cet-1041	17	9	use	use	VERB
cet-1041	17	10	the	the	DET
cet-1041	17	11	cod	cod	NOUN
cet-1041	17	12	,	,	PUNCT
cet-1041	17	13	solid	solid	ADJ
cet-1041	17	14	suspended	suspend	VERB
cet-1041	17	15	solids	solid	NOUN
cet-1041	17	16	(	(	PUNCT
cet-1041	17	17	ss	ss	NOUN
cet-1041	17	18	)	)	PUNCT
cet-1041	17	19	,	,	PUNCT
cet-1041	17	20	ph	ph	NOUN
cet-1041	17	21	and	and	CCONJ
cet-1041	17	22	dissolved	dissolve	VERB
cet-1041	17	23	oxygen	oxygen	NOUN
cet-1041	17	24	(	(	PUNCT
cet-1041	17	25	do	do	AUX
cet-1041	17	26	)	)	PUNCT
cet-1041	17	27	as	as	ADP
cet-1041	17	28	input	input	NOUN
cet-1041	17	29	variables	variable	NOUN
cet-1041	17	30	,	,	PUNCT
cet-1041	17	31	use	use	VERB
cet-1041	17	32	the	the	DET
cet-1041	17	33	improved	improved	ADJ
cet-1041	17	34	t	t	PROPN
cet-1041	17	35	-	-	PUNCT
cet-1041	17	36	s	s	PART
cet-1041	17	37	fuzzy	fuzzy	ADJ
cet-1041	17	38	neural	neural	ADJ
cet-1041	17	39	network	network	NOUN
cet-1041	17	40	model	model	NOUN
cet-1041	17	41	to	to	PART
cet-1041	17	42	predict	predict	VERB
cet-1041	17	43	the	the	DET
cet-1041	17	44	effluent	effluent	ADJ
cet-1041	17	45	bod	bod	NOUN
cet-1041	17	46	,	,	PUNCT
cet-1041	17	47	and	and	CCONJ
cet-1041	17	48	achieve	achieve	VERB
cet-1041	17	49	good	good	ADJ
cet-1041	17	50	results	result	NOUN
cet-1041	17	51	.	.	PUNCT
cet-1041	18	1	tian	tian	ADJ
cet-1041	18	2	et	et	PROPN
cet-1041	18	3	al	al	PROPN
cet-1041	18	4	.	.	PROPN
cet-1041	18	5	,	,	PUNCT
cet-1041	18	6	(	(	PUNCT
cet-1041	18	7	1998	1998	NUM
cet-1041	18	8	)	)	PUNCT
cet-1041	18	9	compare	compare	VERB
cet-1041	18	10	the	the	DET
cet-1041	18	11	ozone	ozone	NOUN
cet-1041	18	12	biological	biological	ADJ
cet-1041	18	13	activated	activate	VERB
cet-1041	18	14	carbon	carbon	NOUN
cet-1041	18	15	system	system	NOUN
cet-1041	18	16	model	model	NOUN
cet-1041	18	17	of	of	ADP
cet-1041	18	18	bp	bp	PROPN
cet-1041	18	19	and	and	CCONJ
cet-1041	18	20	rbp	rbp	PROPN
cet-1041	18	21	artificial	artificial	ADJ
cet-1041	18	22	neural	neural	ADJ
cet-1041	18	23	network	network	NOUN
cet-1041	18	24	.	.	PUNCT
cet-1041	19	1	the	the	DET
cet-1041	19	2	research	research	NOUN
cet-1041	19	3	shows	show	VERB
cet-1041	19	4	that	that	SCONJ
cet-1041	19	5	the	the	DET
cet-1041	19	6	model	model	NOUN
cet-1041	19	7	of	of	ADP
cet-1041	19	8	water	water	NOUN
cet-1041	19	9	treatment	treatment	NOUN
cet-1041	19	10	system	system	NOUN
cet-1041	19	11	based	base	VERB
cet-1041	19	12	on	on	ADP
cet-1041	19	13	bp	bp	PROPN
cet-1041	19	14	artificial	artificial	ADJ
cet-1041	19	15	neural	neural	ADJ
cet-1041	19	16	network	network	NOUN
cet-1041	19	17	has	have	VERB
cet-1041	19	18	good	good	ADJ
cet-1041	19	19	generalization	generalization	NOUN
cet-1041	19	20	ability	ability	NOUN
cet-1041	19	21	.	.	PUNCT
cet-1041	20	1	tian	tian	PROPN
cet-1041	20	2	et	et	PROPN
cet-1041	20	3	al	al	PROPN
cet-1041	20	4	.	.	PROPN
cet-1041	20	5	,	,	PUNCT
cet-1041	20	6	(	(	PUNCT
cet-1041	20	7	2009	2009	NUM
cet-1041	20	8	)	)	PUNCT
cet-1041	20	9	use	use	VERB
cet-1041	20	10	mathematical	mathematical	ADJ
cet-1041	20	11	statistics	statistic	NOUN
cet-1041	20	12	methods	method	NOUN
cet-1041	20	13	to	to	PART
cet-1041	20	14	study	study	VERB
cet-1041	20	15	the	the	DET
cet-1041	20	16	relationship	relationship	NOUN
cet-1041	20	17	between	between	ADP
cet-1041	20	18	cod	cod	NOUN
cet-1041	20	19	,	,	PUNCT
cet-1041	20	20	ph	ph	NOUN
cet-1041	20	21	and	and	CCONJ
cet-1041	20	22	nitrogen	nitrogen	NOUN
cet-1041	20	23	substrate	substrate	NOUN
cet-1041	20	24	concentration	concentration	NOUN
cet-1041	20	25	,	,	PUNCT
cet-1041	20	26	the	the	DET
cet-1041	20	27	results	result	NOUN
cet-1041	20	28	show	show	VERB
cet-1041	20	29	a	a	DET
cet-1041	20	30	good	good	ADJ
cet-1041	20	31	linear	linear	NOUN
cet-1041	20	32	relationship	relationship	NOUN
cet-1041	20	33	between	between	ADP
cet-1041	20	34	cod	cod	NOUN
cet-1041	20	35	and	and	CCONJ
cet-1041	20	36	ph	ph	NOUN
cet-1041	20	37	and	and	CCONJ
cet-1041	20	38	nh4	nh4	NOUN
cet-1041	20	39	+	+	CCONJ
cet-1041	20	40	concentration	concentration	NOUN
cet-1041	20	41	.	.	PUNCT
cet-1041	21	1	bao	bao	PROPN
cet-1041	21	2	and	and	CCONJ
cet-1041	21	3	xu	xu	PROPN
cet-1041	21	4	(	(	PUNCT
cet-1041	21	5	2011	2011	NUM
cet-1041	21	6	)	)	PUNCT
cet-1041	21	7	have	have	VERB
cet-1041	21	8	the	the	DET
cet-1041	21	9	established	establish	VERB
cet-1041	21	10	stepwise	stepwise	NOUN
cet-1041	21	11	regression	regression	NOUN
cet-1041	21	12	analysis	analysis	NOUN
cet-1041	21	13	model	model	NOUN
cet-1041	21	14	,	,	PUNCT
cet-1041	21	15	arma	arma	PROPN
cet-1041	21	16	model	model	NOUN
cet-1041	21	17	,	,	PUNCT
cet-1041	21	18	neural	neural	ADJ
cet-1041	21	19	network	network	NOUN
cet-1041	21	20	model	model	NOUN
cet-1041	21	21	based	base	VERB
cet-1041	21	22	on	on	ADP
cet-1041	21	23	time	time	NOUN
cet-1041	21	24	series	series	NOUN
cet-1041	21	25	analysis	analysis	NOUN
cet-1041	21	26	and	and	CCONJ
cet-1041	21	27	neural	neural	ADJ
cet-1041	21	28	network	network	NOUN
cet-1041	21	29	model	model	NOUN
cet-1041	21	30	based	base	VERB
cet-1041	21	31	on	on	ADP
cet-1041	21	32	regression	regression	NOUN
cet-1041	21	33	analysis	analysis	NOUN
cet-1041	21	34	.	.	PUNCT
cet-1041	22	1	through	through	ADP
cet-1041	22	2	comparison	comparison	NOUN
cet-1041	22	3	,	,	PUNCT
cet-1041	22	4	doi	doi	NOUN
cet-1041	22	5	:	:	PUNCT
cet-1041	22	6	10.3303	10.3303	NUM
cet-1041	22	7	/	/	SYM
cet-1041	22	8	cet1762243	cet1762243	NOUN
cet-1041	22	9	please	please	INTJ
cet-1041	22	10	cite	cite	VERB
cet-1041	22	11	this	this	DET
cet-1041	22	12	article	article	NOUN
cet-1041	22	13	as	as	ADP
cet-1041	22	14	:	:	PUNCT
cet-1041	22	15	huijun	huijun	PROPN
cet-1041	22	16	xue	xue	PROPN
cet-1041	22	17	,	,	PUNCT
cet-1041	22	18	2017	2017	NUM
cet-1041	22	19	,	,	PUNCT
cet-1041	22	20	prediction	prediction	NOUN
cet-1041	22	21	of	of	ADP
cet-1041	22	22	chemical	chemical	ADJ
cet-1041	22	23	oxygen	oxygen	NOUN
cet-1041	22	24	demand	demand	NOUN
cet-1041	22	25	emissions	emission	NOUN
cet-1041	22	26	in	in	ADP
cet-1041	22	27	wastewater	wastewater	NOUN
cet-1041	22	28	treatment	treatment	NOUN
cet-1041	22	29	plant	plant	NOUN
cet-1041	22	30	based	base	VERB
cet-1041	22	31	on	on	ADP
cet-1041	22	32	improved	improve	VERB
cet-1041	22	33	artificial	artificial	ADJ
cet-1041	22	34	neural	neural	ADJ
cet-1041	22	35	network	network	NOUN
cet-1041	22	36	model	model	NOUN
cet-1041	22	37	,	,	PUNCT
cet-1041	22	38	chemical	chemical	ADJ
cet-1041	22	39	engineering	engineering	NOUN
cet-1041	22	40	transactions	transaction	NOUN
cet-1041	22	41	,	,	PUNCT
cet-1041	22	42	62	62	NUM
cet-1041	22	43	,	,	PUNCT
cet-1041	22	44	1453	1453	NUM
cet-1041	22	45	-	-	SYM
cet-1041	22	46	1458	1458	NUM
cet-1041	22	47	doi:10.3303	doi:10.3303	NOUN
cet-1041	22	48	/	/	SYM
cet-1041	22	49	cet1762243	cet1762243	NOUN
cet-1041	22	50	1453	1453	NUM
cet-1041	22	51	the	the	DET
cet-1041	22	52	neural	neural	ADJ
cet-1041	22	53	network	network	NOUN
cet-1041	22	54	model	model	NOUN
cet-1041	22	55	based	base	VERB
cet-1041	22	56	on	on	ADP
cet-1041	22	57	time	time	NOUN
cet-1041	22	58	series	series	NOUN
cet-1041	22	59	analysis	analysis	NOUN
cet-1041	22	60	is	be	AUX
cet-1041	22	61	chosen	choose	VERB
cet-1041	22	62	as	as	ADP
cet-1041	22	63	the	the	DET
cet-1041	22	64	prediction	prediction	NOUN
cet-1041	22	65	model	model	NOUN
cet-1041	22	66	of	of	ADP
cet-1041	22	67	effluent	effluent	ADJ
cet-1041	22	68	cod	cod	NOUN
cet-1041	22	69	in	in	ADP
cet-1041	22	70	wastewater	wastewater	NOUN
cet-1041	22	71	treatment	treatment	NOUN
cet-1041	22	72	plant	plant	NOUN
cet-1041	22	73	.	.	PUNCT
cet-1041	23	1	2	2	X
cet-1041	23	2	.	.	X
cet-1041	23	3	principles	principle	NOUN
cet-1041	23	4	and	and	CCONJ
cet-1041	23	5	grades	grade	NOUN
cet-1041	23	6	of	of	ADP
cet-1041	23	7	wastewater	wastewater	NOUN
cet-1041	23	8	treatment	treatment	NOUN
cet-1041	23	9	the	the	DET
cet-1041	23	10	sewage	sewage	NOUN
cet-1041	23	11	treatment	treatment	NOUN
cet-1041	23	12	process	process	NOUN
cet-1041	23	13	is	be	AUX
cet-1041	23	14	divided	divide	VERB
cet-1041	23	15	into	into	ADP
cet-1041	23	16	three	three	NUM
cet-1041	23	17	levels	level	NOUN
cet-1041	23	18	.	.	PUNCT
cet-1041	24	1	the	the	DET
cet-1041	24	2	primary	primary	ADJ
cet-1041	24	3	treatment	treatment	NOUN
cet-1041	24	4	includes	include	VERB
cet-1041	24	5	the	the	DET
cet-1041	24	6	structure	structure	NOUN
cet-1041	24	7	of	of	ADP
cet-1041	24	8	grid	grid	NOUN
cet-1041	24	9	,	,	PUNCT
cet-1041	24	10	grit	grit	PROPN
cet-1041	24	11	chamber	chamber	PROPN
cet-1041	24	12	and	and	CCONJ
cet-1041	24	13	primary	primary	ADJ
cet-1041	24	14	sedimentation	sedimentation	NOUN
cet-1041	24	15	tank	tank	NOUN
cet-1041	24	16	,	,	PUNCT
cet-1041	24	17	and	and	CCONJ
cet-1041	24	18	use	use	VERB
cet-1041	24	19	these	these	DET
cet-1041	24	20	remove	remove	VERB
cet-1041	24	21	coarse	coarse	ADJ
cet-1041	24	22	particles	particle	NOUN
cet-1041	24	23	and	and	CCONJ
cet-1041	24	24	suspended	suspend	VERB
cet-1041	24	25	solids	solid	NOUN
cet-1041	24	26	.	.	PUNCT
cet-1041	25	1	the	the	DET
cet-1041	25	2	principle	principle	NOUN
cet-1041	25	3	of	of	ADP
cet-1041	25	4	treatment	treatment	NOUN
cet-1041	25	5	is	be	AUX
cet-1041	25	6	to	to	PART
cet-1041	25	7	achieve	achieve	VERB
cet-1041	25	8	solid	solid	ADJ
cet-1041	25	9	-	-	PUNCT
cet-1041	25	10	liquid	liquid	ADJ
cet-1041	25	11	separation	separation	NOUN
cet-1041	25	12	,	,	PUNCT
cet-1041	25	13	so	so	SCONJ
cet-1041	25	14	as	as	SCONJ
cet-1041	25	15	to	to	PART
cet-1041	25	16	separate	separate	VERB
cet-1041	25	17	pollutants	pollutant	NOUN
cet-1041	25	18	from	from	ADP
cet-1041	25	19	sewage	sewage	NOUN
cet-1041	25	20	,	,	PUNCT
cet-1041	25	21	which	which	PRON
cet-1041	25	22	is	be	AUX
cet-1041	25	23	a	a	DET
cet-1041	25	24	commonly	commonly	ADV
cet-1041	25	25	used	use	VERB
cet-1041	25	26	sewage	sewage	NOUN
cet-1041	25	27	treatment	treatment	NOUN
cet-1041	25	28	method	method	NOUN
cet-1041	25	29	.	.	PUNCT
cet-1041	26	1	biochemical	biochemical	ADJ
cet-1041	26	2	treatment	treatment	NOUN
cet-1041	26	3	of	of	ADP
cet-1041	26	4	sewage	sewage	NOUN
cet-1041	26	5	belongs	belong	VERB
cet-1041	26	6	to	to	ADP
cet-1041	26	7	the	the	DET
cet-1041	26	8	two	two	NUM
cet-1041	26	9	stage	stage	NOUN
cet-1041	26	10	treatment	treatment	NOUN
cet-1041	26	11	.	.	PUNCT
cet-1041	27	1	it	it	PRON
cet-1041	27	2	can	can	AUX
cet-1041	27	3	be	be	AUX
cet-1041	27	4	used	use	VERB
cet-1041	27	5	to	to	PART
cet-1041	27	6	remove	remove	VERB
cet-1041	27	7	non	non	ADJ
cet-1041	27	8	-	-	ADJ
cet-1041	27	9	suspended	suspend	VERB
cet-1041	27	10	solids	solid	NOUN
cet-1041	27	11	and	and	CCONJ
cet-1041	27	12	dissolved	dissolve	VERB
cet-1041	27	13	biodegradable	biodegradable	ADJ
cet-1041	27	14	organic	organic	ADJ
cet-1041	27	15	compounds	compound	NOUN
cet-1041	27	16	.	.	PUNCT
cet-1041	28	1	at	at	ADP
cet-1041	28	2	present	present	ADJ
cet-1041	28	3	,	,	PUNCT
cet-1041	28	4	most	most	ADJ
cet-1041	28	5	municipal	municipal	ADJ
cet-1041	28	6	wastewater	wastewater	NOUN
cet-1041	28	7	treatment	treatment	NOUN
cet-1041	28	8	plants	plant	NOUN
cet-1041	28	9	adopt	adopt	VERB
cet-1041	28	10	activated	activated	ADJ
cet-1041	28	11	sludge	sludge	NOUN
cet-1041	28	12	process	process	NOUN
cet-1041	28	13	.	.	PUNCT
cet-1041	29	1	the	the	DET
cet-1041	29	2	principle	principle	NOUN
cet-1041	29	3	of	of	ADP
cet-1041	29	4	biological	biological	ADJ
cet-1041	29	5	treatment	treatment	NOUN
cet-1041	29	6	is	be	AUX
cet-1041	29	7	to	to	PART
cet-1041	29	8	complete	complete	VERB
cet-1041	29	9	the	the	DET
cet-1041	29	10	decomposition	decomposition	NOUN
cet-1041	29	11	of	of	ADP
cet-1041	29	12	organism	organism	NOUN
cet-1041	29	13	and	and	CCONJ
cet-1041	29	14	the	the	DET
cet-1041	29	15	synthesis	synthesis	NOUN
cet-1041	29	16	of	of	ADP
cet-1041	29	17	organism	organism	NOUN
cet-1041	29	18	through	through	ADP
cet-1041	29	19	biological	biological	ADJ
cet-1041	29	20	action	action	NOUN
cet-1041	29	21	,	,	PUNCT
cet-1041	29	22	especially	especially	ADV
cet-1041	29	23	the	the	DET
cet-1041	29	24	microorganism	microorganism	NOUN
cet-1041	29	25	action	action	NOUN
cet-1041	29	26	.	.	PUNCT
cet-1041	30	1	the	the	DET
cet-1041	30	2	three	three	NUM
cet-1041	30	3	-	-	PUNCT
cet-1041	30	4	stage	stage	NOUN
cet-1041	30	5	treatment	treatment	NOUN
cet-1041	30	6	is	be	AUX
cet-1041	30	7	the	the	DET
cet-1041	30	8	advanced	advanced	ADJ
cet-1041	30	9	treatment	treatment	NOUN
cet-1041	30	10	of	of	ADP
cet-1041	30	11	water	water	NOUN
cet-1041	30	12	,	,	PUNCT
cet-1041	30	13	it	it	PRON
cet-1041	30	14	is	be	AUX
cet-1041	30	15	the	the	DET
cet-1041	30	16	wastewater	wastewater	NOUN
cet-1041	30	17	treatment	treatment	NOUN
cet-1041	30	18	process	process	NOUN
cet-1041	30	19	after	after	ADP
cet-1041	30	20	the	the	DET
cet-1041	30	21	two	two	NUM
cet-1041	30	22	stage	stage	NOUN
cet-1041	30	23	treatment	treatment	NOUN
cet-1041	30	24	,	,	PUNCT
cet-1041	30	25	and	and	CCONJ
cet-1041	30	26	it	it	PRON
cet-1041	30	27	is	be	AUX
cet-1041	30	28	the	the	DET
cet-1041	30	29	highest	high	ADJ
cet-1041	30	30	treatment	treatment	NOUN
cet-1041	30	31	measure	measure	NOUN
cet-1041	30	32	of	of	ADP
cet-1041	30	33	the	the	DET
cet-1041	30	34	sewage	sewage	NOUN
cet-1041	30	35	.	.	PUNCT
cet-1041	31	1	after	after	ADP
cet-1041	31	2	removing	remove	VERB
cet-1041	31	3	nitrogen	nitrogen	NOUN
cet-1041	31	4	and	and	CCONJ
cet-1041	31	5	phosphorus	phosphorus	NOUN
cet-1041	31	6	,	,	PUNCT
cet-1041	31	7	the	the	DET
cet-1041	31	8	activated	activate	VERB
cet-1041	31	9	carbon	carbon	NOUN
cet-1041	31	10	adsorption	adsorption	NOUN
cet-1041	31	11	method	method	NOUN
cet-1041	31	12	is	be	AUX
cet-1041	31	13	used	use	VERB
cet-1041	31	14	to	to	PART
cet-1041	31	15	remove	remove	VERB
cet-1041	31	16	the	the	DET
cet-1041	31	17	residual	residual	ADJ
cet-1041	31	18	pollutants	pollutant	NOUN
cet-1041	31	19	in	in	ADP
cet-1041	31	20	the	the	DET
cet-1041	31	21	water	water	NOUN
cet-1041	31	22	,	,	PUNCT
cet-1041	31	23	and	and	CCONJ
cet-1041	31	24	ozone	ozone	NOUN
cet-1041	31	25	or	or	CCONJ
cet-1041	31	26	chlorine	chlorine	NOUN
cet-1041	31	27	is	be	AUX
cet-1041	31	28	used	use	VERB
cet-1041	31	29	to	to	PART
cet-1041	31	30	kill	kill	VERB
cet-1041	31	31	bacteria	bacteria	NOUN
cet-1041	31	32	and	and	CCONJ
cet-1041	31	33	viruses	virus	NOUN
cet-1041	31	34	,	,	PUNCT
cet-1041	31	35	and	and	CCONJ
cet-1041	31	36	then	then	ADV
cet-1041	31	37	the	the	DET
cet-1041	31	38	treated	treat	VERB
cet-1041	31	39	water	water	NOUN
cet-1041	31	40	is	be	AUX
cet-1041	31	41	sent	send	VERB
cet-1041	31	42	into	into	ADP
cet-1041	31	43	the	the	DET
cet-1041	31	44	channel	channel	NOUN
cet-1041	31	45	.	.	PUNCT
cet-1041	32	1	the	the	DET
cet-1041	32	2	main	main	ADJ
cet-1041	32	3	structure	structure	NOUN
cet-1041	32	4	of	of	ADP
cet-1041	32	5	the	the	DET
cet-1041	32	6	sewage	sewage	NOUN
cet-1041	32	7	treatment	treatment	NOUN
cet-1041	32	8	plant	plant	NOUN
cet-1041	32	9	in	in	ADP
cet-1041	32	10	the	the	DET
cet-1041	32	11	enterprise	enterprise	NOUN
cet-1041	32	12	is	be	AUX
cet-1041	32	13	shown	show	VERB
cet-1041	32	14	in	in	ADP
cet-1041	32	15	figure	figure	NOUN
cet-1041	32	16	1	1	NUM
cet-1041	32	17	:	:	PUNCT
cet-1041	32	18	figure	figure	NOUN
cet-1041	32	19	1	1	NUM
cet-1041	32	20	:	:	PUNCT
cet-1041	32	21	the	the	DET
cet-1041	32	22	main	main	ADJ
cet-1041	32	23	structure	structure	NOUN
cet-1041	32	24	of	of	ADP
cet-1041	32	25	sewage	sewage	NOUN
cet-1041	32	26	treatment	treatment	NOUN
cet-1041	32	27	plant	plant	NOUN
cet-1041	32	28	in	in	ADP
cet-1041	32	29	enterprises	enterprise	NOUN
cet-1041	32	30	3	3	NUM
cet-1041	32	31	.	.	PUNCT
cet-1041	32	32	improved	improve	VERB
cet-1041	32	33	artificial	artificial	ADJ
cet-1041	32	34	neural	neural	ADJ
cet-1041	32	35	network	network	NOUN
cet-1041	32	36	model	model	NOUN
cet-1041	32	37	for	for	ADP
cet-1041	32	38	predicting	predict	VERB
cet-1041	32	39	chemical	chemical	ADJ
cet-1041	32	40	oxygen	oxygen	NOUN
cet-1041	32	41	demand	demand	NOUN
cet-1041	32	42	the	the	DET
cet-1041	32	43	neural	neural	ADJ
cet-1041	32	44	network	network	NOUN
cet-1041	32	45	model	model	NOUN
cet-1041	32	46	is	be	AUX
cet-1041	32	47	put	put	VERB
cet-1041	32	48	forward	forward	ADV
cet-1041	32	49	in	in	ADP
cet-1041	32	50	the	the	DET
cet-1041	32	51	study	study	NOUN
cet-1041	32	52	of	of	ADP
cet-1041	32	53	the	the	DET
cet-1041	32	54	structure	structure	NOUN
cet-1041	32	55	of	of	ADP
cet-1041	32	56	the	the	DET
cet-1041	32	57	human	human	ADJ
cet-1041	32	58	brain	brain	NOUN
cet-1041	32	59	nervous	nervous	ADJ
cet-1041	32	60	system	system	NOUN
cet-1041	32	61	.	.	PUNCT
cet-1041	33	1	the	the	DET
cet-1041	33	2	mathematical	mathematical	ADJ
cet-1041	33	3	expressions	expression	NOUN
cet-1041	33	4	of	of	ADP
cet-1041	33	5	synapses	synapsis	NOUN
cet-1041	33	6	in	in	ADP
cet-1041	33	7	biological	biological	ADJ
cet-1041	33	8	neurons	neuron	NOUN
cet-1041	33	9	can	can	AUX
cet-1041	33	10	be	be	AUX
cet-1041	33	11	represented	represent	VERB
cet-1041	33	12	by	by	ADP
cet-1041	33	13	weights	weight	NOUN
cet-1041	33	14	,	,	PUNCT
cet-1041	33	15	and	and	CCONJ
cet-1041	33	16	the	the	DET
cet-1041	33	17	symbols	symbol	NOUN
cet-1041	33	18	of	of	ADP
cet-1041	33	19	weights	weight	NOUN
cet-1041	33	20	represent	represent	VERB
cet-1041	33	21	the	the	DET
cet-1041	33	22	excitation	excitation	NOUN
cet-1041	33	23	and	and	CCONJ
cet-1041	33	24	inhibition	inhibition	NOUN
cet-1041	33	25	of	of	ADP
cet-1041	33	26	synapses	synapsis	NOUN
cet-1041	33	27	.	.	PUNCT
cet-1041	34	1	the	the	DET
cet-1041	34	2	magnitude	magnitude	NOUN
cet-1041	34	3	of	of	ADP
cet-1041	34	4	the	the	DET
cet-1041	34	5	weights	weight	NOUN
cet-1041	34	6	represents	represent	VERB
cet-1041	34	7	the	the	DET
cet-1041	34	8	difference	difference	NOUN
cet-1041	34	9	in	in	ADP
cet-1041	34	10	the	the	DET
cet-1041	34	11	connection	connection	NOUN
cet-1041	34	12	strength	strength	NOUN
cet-1041	34	13	between	between	ADP
cet-1041	34	14	synapses	synapsis	NOUN
cet-1041	34	15	.	.	PUNCT
cet-1041	35	1	unlike	unlike	ADP
cet-1041	35	2	biological	biological	ADJ
cet-1041	35	3	neural	neural	ADJ
cet-1041	35	4	networks	network	NOUN
cet-1041	35	5	,	,	PUNCT
cet-1041	35	6	neural	neural	ADJ
cet-1041	35	7	networks	network	NOUN
cet-1041	35	8	also	also	ADV
cet-1041	35	9	require	require	VERB
cet-1041	35	10	an	an	DET
cet-1041	35	11	incentive	incentive	NOUN
cet-1041	35	12	function	function	NOUN
cet-1041	35	13	.	.	PUNCT
cet-1041	36	1	in	in	ADP
cet-1041	36	2	order	order	NOUN
cet-1041	36	3	to	to	PART
cet-1041	36	4	obtain	obtain	VERB
cet-1041	36	5	the	the	DET
cet-1041	36	6	desired	desire	VERB
cet-1041	36	7	results	result	NOUN
cet-1041	36	8	,	,	PUNCT
cet-1041	36	9	it	it	PRON
cet-1041	36	10	is	be	AUX
cet-1041	36	11	necessary	necessary	ADJ
cet-1041	36	12	to	to	PART
cet-1041	36	13	use	use	VERB
cet-1041	36	14	this	this	DET
cet-1041	36	15	function	function	NOUN
cet-1041	36	16	to	to	PART
cet-1041	36	17	regulate	regulate	VERB
cet-1041	36	18	the	the	DET
cet-1041	36	19	output	output	NOUN
cet-1041	36	20	of	of	ADP
cet-1041	36	21	neurons	neuron	NOUN
cet-1041	36	22	in	in	ADP
cet-1041	36	23	a	a	DET
cet-1041	36	24	certain	certain	ADJ
cet-1041	36	25	range	range	NOUN
cet-1041	36	26	.	.	PUNCT
cet-1041	37	1	the	the	DET
cet-1041	37	2	operation	operation	NOUN
cet-1041	37	3	model	model	NOUN
cet-1041	37	4	of	of	ADP
cet-1041	37	5	the	the	DET
cet-1041	37	6	neural	neural	ADJ
cet-1041	37	7	network	network	NOUN
cet-1041	37	8	is	be	AUX
cet-1041	37	9	finally	finally	ADV
cet-1041	37	10	determined	determine	VERB
cet-1041	37	11	as	as	SCONJ
cet-1041	37	12	shown	show	VERB
cet-1041	37	13	in	in	ADP
cet-1041	37	14	figure	figure	NOUN
cet-1041	37	15	2	2	NUM
cet-1041	37	16	:	:	PUNCT
cet-1041	37	17	figure	figure	NOUN
cet-1041	37	18	2	2	NUM
cet-1041	37	19	:	:	PUNCT
cet-1041	37	20	artificial	artificial	ADJ
cet-1041	37	21	neural	neural	ADJ
cet-1041	37	22	network	network	NOUN
cet-1041	37	23	structure	structure	NOUN
cet-1041	37	24	in	in	ADP
cet-1041	37	25	figure	figure	NOUN
cet-1041	37	26	2	2	NUM
cet-1041	37	27	,	,	PUNCT
cet-1041	37	28	xi(i=1,2,	xi(i=1,2,	PROPN
cet-1041	37	29	…	…	X
cet-1041	37	30	,n	,n	X
cet-1041	37	31	)	)	PUNCT
cet-1041	37	32	is	be	AUX
cet-1041	37	33	the	the	DET
cet-1041	37	34	input	input	NOUN
cet-1041	37	35	signal	signal	NOUN
cet-1041	37	36	of	of	ADP
cet-1041	37	37	neuron	neuron	PROPN
cet-1041	37	38	j	j	PROPN
cet-1041	37	39	,	,	PUNCT
cet-1041	37	40	and	and	CCONJ
cet-1041	37	41	wij	wij	PROPN
cet-1041	37	42	is	be	AUX
cet-1041	37	43	the	the	DET
cet-1041	37	44	weight	weight	NOUN
cet-1041	37	45	of	of	ADP
cet-1041	37	46	connection	connection	NOUN
cet-1041	37	47	between	between	ADP
cet-1041	37	48	neurons	neuron	NOUN
cet-1041	37	49	i	i	PRON
cet-1041	37	50	and	and	CCONJ
cet-1041	37	51	j	j	PROPN
cet-1041	37	52	.	.	PUNCT
cet-1041	38	1	uj	uj	PROPN
cet-1041	38	2	is	be	AUX
cet-1041	38	3	the	the	DET
cet-1041	38	4	output	output	NOUN
cet-1041	38	5	value	value	NOUN
cet-1041	38	6	of	of	ADP
cet-1041	38	7	input	input	NOUN
cet-1041	38	8	signal	signal	NOUN
cet-1041	38	9	after	after	ADP
cet-1041	38	10	linear	linear	PROPN
cet-1041	38	11	combination	combination	NOUN
cet-1041	38	12	,	,	PUNCT
cet-1041	38	13	θj	θj	ADV
cet-1041	38	14	is	be	AUX
cet-1041	38	15	the	the	DET
cet-1041	38	16	threshold	threshold	NOUN
cet-1041	38	17	of	of	ADP
cet-1041	38	18	neuron	neuron	PROPN
cet-1041	38	19	j	j	PROPN
cet-1041	38	20	,	,	PUNCT
cet-1041	38	21	f(∙	f(∙	NOUN
cet-1041	38	22	)	)	PUNCT
cet-1041	38	23	is	be	AUX
cet-1041	38	24	the	the	DET
cet-1041	38	25	transfer	transfer	NOUN
cet-1041	38	26	excitation	excitation	NOUN
cet-1041	38	27	function	function	NOUN
cet-1041	38	28	,	,	PUNCT
cet-1041	38	29	and	and	CCONJ
cet-1041	38	30	yj	yj	PROPN
cet-1041	38	31	is	be	AUX
cet-1041	38	32	output	output	NOUN
cet-1041	38	33	value	value	NOUN
cet-1041	38	34	of	of	ADP
cet-1041	38	35	the	the	DET
cet-1041	38	36	neuron	neuron	NOUN
cet-1041	38	37	j.	j.	PROPN
cet-1041	39	1	the	the	DET
cet-1041	39	2	relation	relation	NOUN
cet-1041	39	3	between	between	ADP
cet-1041	39	4	input	input	NOUN
cet-1041	39	5	and	and	CCONJ
cet-1041	39	6	output	output	NOUN
cet-1041	39	7	of	of	ADP
cet-1041	39	8	neurons	neuron	NOUN
cet-1041	39	9	can	can	AUX
cet-1041	39	10	be	be	AUX
cet-1041	39	11	expressed	express	VERB
cet-1041	39	12	as	as	ADP
cet-1041	39	13	:	:	PUNCT
cet-1041	39	14	0	0	NUM
cet-1041	39	15	n	n	CCONJ
cet-1041	39	16	j	j	NOUN
cet-1041	40	1	ij	ij	INTJ
cet-1041	40	2	i	i	PRON
cet-1041	41	1	i	i	PRON
cet-1041	41	2	u	u	VERB
cet-1041	41	3	xω	xω	NOUN
cet-1041	42	1	=	=	SYM
cet-1041	43	1	=	=	NOUN
cet-1041	43	2			X
cet-1041	43	3	(	(	PUNCT
cet-1041	43	4	1	1	X
cet-1041	43	5	)	)	PUNCT
cet-1041	43	6	1454	1454	NUM
cet-1041	43	7	0	0	NUM
cet-1041	43	8	(	(	PUNCT
cet-1041	43	9	)	)	PUNCT
cet-1041	43	10	(	(	PUNCT
cet-1041	43	11	)	)	PUNCT
cet-1041	43	12	n	n	X
cet-1041	43	13	j	j	NOUN
cet-1041	44	1	ij	ij	INTJ
cet-1041	45	1	i	i	INTJ
cet-1041	45	2	j	j	VERB
cet-1041	46	1	i	i	PRON
cet-1041	46	2	y	y	PROPN
cet-1041	47	1	f	f	PROPN
cet-1041	47	2	x	x	X
cet-1041	47	3	wx	wx	PROPN
cet-1041	47	4	b	b	NOUN
cet-1041	47	5	f	f	NOUN
cet-1041	47	6	xω	xω	NOUN
cet-1041	47	7	θ	θ	X
cet-1041	47	8	=	=	PUNCT
cet-1041	48	1	=	=	PUNCT
cet-1041	48	2	=	=	PUNCT
cet-1041	49	1	+	+	PUNCT
cet-1041	49	2	=	=	SYM
cet-1041	49	3	+	+	ADJ
cet-1041	49	4			X
cet-1041	49	5	(	(	PUNCT
cet-1041	49	6	2	2	X
cet-1041	49	7	)	)	PUNCT
cet-1041	49	8	the	the	DET
cet-1041	49	9	input	input	NOUN
cet-1041	49	10	of	of	ADP
cet-1041	49	11	each	each	DET
cet-1041	49	12	node	node	NOUN
cet-1041	49	13	in	in	ADP
cet-1041	49	14	the	the	DET
cet-1041	49	15	hidden	hide	VERB
cet-1041	49	16	layer	layer	NOUN
cet-1041	49	17	is	be	AUX
cet-1041	49	18	:	:	PUNCT
cet-1041	49	19	j	j	NOUN
cet-1041	50	1	ij	ij	INTJ
cet-1041	50	2	i	i	PRON
cet-1041	51	1	i	i	PRON
cet-1041	51	2	net	net	VERB
cet-1041	51	3	xω=	xω=	PROPN
cet-1041	51	4	(	(	PUNCT
cet-1041	51	5	3	3	NUM
cet-1041	51	6	)	)	PUNCT
cet-1041	51	7	the	the	DET
cet-1041	51	8	output	output	NOUN
cet-1041	51	9	of	of	ADP
cet-1041	51	10	each	each	DET
cet-1041	51	11	node	node	NOUN
cet-1041	51	12	in	in	ADP
cet-1041	51	13	the	the	DET
cet-1041	51	14	hidden	hide	VERB
cet-1041	51	15	layer	layer	NOUN
cet-1041	51	16	is	be	AUX
cet-1041	51	17	:	:	PUNCT
cet-1041	51	18	0	0	NUM
cet-1041	51	19	1	1	NUM
cet-1041	51	20	(	(	PUNCT
cet-1041	51	21	)	)	PUNCT
cet-1041	51	22	(	(	PUNCT
cet-1041	51	23	)	)	PUNCT
cet-1041	51	24	(	(	PUNCT
cet-1041	51	25	1	1	X
cet-1041	51	26	)	)	PUNCT
cet-1041	51	27	j	j	PROPN
cet-1041	51	28	n	n	NUM
cet-1041	52	1	netj	netj	NOUN
cet-1041	53	1	j	j	PROPN
cet-1041	54	1	ij	ij	INTJ
cet-1041	54	2	i	i	PRON
cet-1041	55	1	i	i	INTJ
cet-1041	55	2	y	y	PROPN
cet-1041	55	3	f	f	PROPN
cet-1041	55	4	net	net	PROPN
cet-1041	55	5	f	f	PROPN
cet-1041	55	6	x	x	PUNCT
cet-1041	55	7	e	e	X
cet-1041	55	8	ω	ω	NUM
cet-1041	55	9	−	−	PROPN
cet-1041	56	1	=	=	PUNCT
cet-1041	56	2	=	=	PUNCT
cet-1041	56	3	=	=	PUNCT
cet-1041	57	1	=	=	PUNCT
cet-1041	57	2	+	+	NOUN
cet-1041	57	3			X
cet-1041	57	4	(	(	PUNCT
cet-1041	57	5	4	4	X
cet-1041	57	6	)	)	PUNCT
cet-1041	57	7	the	the	DET
cet-1041	57	8	output	output	NOUN
cet-1041	57	9	of	of	ADP
cet-1041	57	10	each	each	DET
cet-1041	57	11	node	node	NOUN
cet-1041	57	12	in	in	ADP
cet-1041	57	13	the	the	DET
cet-1041	57	14	output	output	NOUN
cet-1041	57	15	layer	layer	NOUN
cet-1041	57	16	is	be	AUX
cet-1041	57	17	:	:	PUNCT
cet-1041	57	18	0	0	NUM
cet-1041	57	19	1	1	NUM
cet-1041	57	20	(	(	PUNCT
cet-1041	57	21	)	)	PUNCT
cet-1041	57	22	(	(	PUNCT
cet-1041	57	23	)	)	PUNCT
cet-1041	57	24	(	(	PUNCT
cet-1041	57	25	1	1	X
cet-1041	57	26	)	)	PUNCT
cet-1041	57	27	l	l	NOUN
cet-1041	57	28	n	n	CCONJ
cet-1041	57	29	netl	netl	PROPN
cet-1041	57	30	l	l	NOUN
cet-1041	58	1	lj	lj	PROPN
cet-1041	58	2	j	j	PROPN
cet-1041	59	1	i	i	PRON
cet-1041	59	2	o	o	X
cet-1041	59	3	f	f	PROPN
cet-1041	59	4	net	net	PROPN
cet-1041	59	5	f	f	PROPN
cet-1041	59	6	v	v	ADP
cet-1041	59	7	y	y	NOUN
cet-1041	59	8	e−	e−	PROPN
cet-1041	59	9	=	=	PUNCT
cet-1041	60	1	=	=	PUNCT
cet-1041	60	2	=	=	PUNCT
cet-1041	61	1	=	=	PUNCT
cet-1041	61	2	+	+	NOUN
cet-1041	61	3			X
cet-1041	61	4	(	(	PUNCT
cet-1041	61	5	5	5	NUM
cet-1041	61	6	)	)	PUNCT
cet-1041	61	7	at	at	ADP
cet-1041	61	8	this	this	DET
cet-1041	61	9	point	point	NOUN
cet-1041	61	10	,	,	PUNCT
cet-1041	61	11	both	both	CCONJ
cet-1041	61	12	the	the	DET
cet-1041	61	13	hidden	hide	VERB
cet-1041	61	14	layer	layer	NOUN
cet-1041	61	15	nodes	node	NOUN
cet-1041	61	16	and	and	CCONJ
cet-1041	61	17	the	the	DET
cet-1041	61	18	output	output	NOUN
cet-1041	61	19	layer	layer	NOUN
cet-1041	61	20	nodes	node	NOUN
cet-1041	61	21	use	use	VERB
cet-1041	61	22	the	the	DET
cet-1041	61	23	sigmoid	sigmoid	NOUN
cet-1041	61	24	function	function	NOUN
cet-1041	61	25	.	.	PUNCT
cet-1041	62	1	the	the	DET
cet-1041	62	2	activation	activation	NOUN
cet-1041	62	3	function	function	NOUN
cet-1041	62	4	can	can	AUX
cet-1041	62	5	be	be	AUX
cet-1041	62	6	continuously	continuously	ADV
cet-1041	62	7	derivable	derivable	ADJ
cet-1041	62	8	,	,	PUNCT
cet-1041	62	9	and	and	CCONJ
cet-1041	62	10	the	the	DET
cet-1041	62	11	derivative	derivative	NOUN
cet-1041	62	12	of	of	ADP
cet-1041	62	13	the	the	DET
cet-1041	62	14	activation	activation	NOUN
cet-1041	62	15	function	function	NOUN
cet-1041	62	16	has	have	VERB
cet-1041	62	17	:	:	PUNCT
cet-1041	62	18	2	2	NUM
cet-1041	62	19	2	2	NUM
cet-1041	62	20	2	2	NUM
cet-1041	62	21	0	0	NUM
cet-1041	62	22	1	1	NUM
cet-1041	62	23	1	1	NUM
cet-1041	62	24	1	1	NUM
cet-1041	62	25	(	(	PUNCT
cet-1041	62	26	)	)	PUNCT
cet-1041	62	27	[	[	PUNCT
cet-1041	62	28	(	(	PUNCT
cet-1041	62	29	)	)	PUNCT
cet-1041	62	30	]	]	PUNCT
cet-1041	62	31	{	{	PUNCT
cet-1041	62	32	(	(	PUNCT
cet-1041	62	33	(	(	PUNCT
cet-1041	62	34	)	)	PUNCT
cet-1041	62	35	)	)	PUNCT
cet-1041	62	36	]	]	PUNCT
cet-1041	62	37	}	}	PUNCT
cet-1041	62	38	2	2	NUM
cet-1041	62	39	2	2	NUM
cet-1041	62	40	2l	2l	NOUN
cet-1041	62	41	l	l	NOUN
cet-1041	62	42	l	l	NOUN
cet-1041	63	1	lj	lj	PROPN
cet-1041	63	2	j	j	PROPN
cet-1041	63	3	l	l	NOUN
cet-1041	64	1	lj	lj	INTJ
cet-1041	64	2	ij	ij	INTJ
cet-1041	65	1	i	i	NOUN
cet-1041	65	2	l	l	NOUN
cet-1041	65	3	l	l	X
cet-1041	66	1	j	j	X
cet-1041	66	2	l	l	X
cet-1041	66	3	j	j	NOUN
cet-1041	67	1	i	i	PRON
cet-1041	67	2	e	e	PROPN
cet-1041	67	3	t	t	NOUN
cet-1041	67	4	o	o	X
cet-1041	67	5	t	t	PROPN
cet-1041	67	6	f	f	X
cet-1041	67	7	v	v	ADP
cet-1041	67	8	y	y	PROPN
cet-1041	67	9	t	t	PROPN
cet-1041	67	10	f	f	PROPN
cet-1041	67	11	v	v	ADP
cet-1041	67	12	f	f	X
cet-1041	67	13	xω	xω	NOUN
cet-1041	68	1	=	=	PUNCT
cet-1041	69	1	=	=	PUNCT
cet-1041	70	1	−	−	PROPN
cet-1041	71	1	=	=	SYM
cet-1041	72	1	−	−	PROPN
cet-1041	73	1	=	=	SYM
cet-1041	74	1	−	−	NOUN
cet-1041	75	1			X
cet-1041	75	2			X
cet-1041	75	3			X
cet-1041	75	4			X
cet-1041	75	5			X
cet-1041	75	6	(	(	PUNCT
cet-1041	75	7	6	6	NUM
cet-1041	75	8	)	)	PUNCT
cet-1041	75	9	then	then	ADV
cet-1041	75	10	the	the	DET
cet-1041	75	11	weight	weight	NOUN
cet-1041	75	12	iteration	iteration	NOUN
cet-1041	75	13	formula	formula	NOUN
cet-1041	75	14	between	between	ADP
cet-1041	75	15	the	the	DET
cet-1041	75	16	input	input	NOUN
cet-1041	75	17	layer	layer	NOUN
cet-1041	75	18	and	and	CCONJ
cet-1041	75	19	the	the	DET
cet-1041	75	20	hidden	hide	VERB
cet-1041	75	21	layer	layer	NOUN
cet-1041	75	22	is	be	AUX
cet-1041	75	23	:	:	PUNCT
cet-1041	75	24	(	(	PUNCT
cet-1041	75	25	1	1	X
cet-1041	75	26	)	)	PUNCT
cet-1041	75	27	(	(	PUNCT
cet-1041	75	28	)	)	PUNCT
cet-1041	75	29	(	(	PUNCT
cet-1041	75	30	)	)	PUNCT
cet-1041	76	1	ij	ij	INTJ
cet-1041	76	2	ij	ij	INTJ
cet-1041	77	1	ij	ij	INTJ
cet-1041	77	2	ij	ij	INTJ
cet-1041	77	3	j	j	PROPN
cet-1041	77	4	ik	ik	PROPN
cet-1041	78	1	k	k	PROPN
cet-1041	78	2	k	k	PROPN
cet-1041	78	3	xω	xω	PROPN
cet-1041	78	4	ω	ω	PROPN
cet-1041	78	5	ω	ω	PROPN
cet-1041	78	6	ω	ω	NUM
cet-1041	78	7	ηξ+	ηξ+	NOUN
cet-1041	78	8	=	=	PUNCT
cet-1041	79	1	+	+	NUM
cet-1041	79	2	δ	δ	X
cet-1041	79	3	=	=	PUNCT
cet-1041	80	1	+	+	CCONJ
cet-1041	80	2	(	(	PUNCT
cet-1041	80	3	7	7	X
cet-1041	80	4	)	)	PUNCT
cet-1041	81	1	the	the	DET
cet-1041	81	2	iterative	iterative	NOUN
cet-1041	81	3	formula	formula	NOUN
cet-1041	81	4	of	of	ADP
cet-1041	81	5	weight	weight	NOUN
cet-1041	81	6	between	between	ADP
cet-1041	81	7	hidden	hide	VERB
cet-1041	81	8	layer	layer	NOUN
cet-1041	81	9	and	and	CCONJ
cet-1041	81	10	output	output	NOUN
cet-1041	81	11	layer	layer	NOUN
cet-1041	81	12	is	be	AUX
cet-1041	81	13	:	:	PUNCT
cet-1041	81	14	(	(	PUNCT
cet-1041	81	15	1	1	X
cet-1041	81	16	)	)	PUNCT
cet-1041	81	17	(	(	PUNCT
cet-1041	81	18	)	)	PUNCT
cet-1041	81	19	(	(	PUNCT
cet-1041	81	20	)	)	PUNCT
cet-1041	82	1	lj	lj	INTJ
cet-1041	82	2	lj	lj	INTJ
cet-1041	82	3	lj	lj	INTJ
cet-1041	82	4	lj	lj	PROPN
cet-1041	82	5	l	l	PROPN
cet-1041	82	6	jv	jv	PROPN
cet-1041	83	1	k	k	PROPN
cet-1041	83	2	v	v	X
cet-1041	83	3	k	k	PROPN
cet-1041	83	4	v	v	X
cet-1041	83	5	v	v	X
cet-1041	83	6	k	k	NOUN
cet-1041	83	7	yηξ+	yηξ+	NOUN
cet-1041	83	8	=	=	PUNCT
cet-1041	84	1	+	+	CCONJ
cet-1041	84	2	δ	δ	X
cet-1041	84	3	=	=	SYM
cet-1041	85	1	+	+	CCONJ
cet-1041	85	2	(	(	PUNCT
cet-1041	85	3	8)	8)	NUM
cet-1041	85	4	in	in	ADP
cet-1041	85	5	this	this	DET
cet-1041	85	6	paper	paper	NOUN
cet-1041	86	1	,	,	PUNCT
cet-1041	86	2	an	an	DET
cet-1041	86	3	adaptive	adaptive	ADJ
cet-1041	86	4	method	method	NOUN
cet-1041	86	5	is	be	AUX
cet-1041	86	6	used	use	VERB
cet-1041	86	7	to	to	PART
cet-1041	86	8	change	change	VERB
cet-1041	86	9	the	the	DET
cet-1041	86	10	learning	learning	NOUN
cet-1041	86	11	rate	rate	NOUN
cet-1041	86	12	of	of	ADP
cet-1041	86	13	bp	bp	PROPN
cet-1041	86	14	algorithm	algorithm	NOUN
cet-1041	86	15	to	to	PART
cet-1041	86	16	control	control	VERB
cet-1041	86	17	the	the	DET
cet-1041	86	18	gradient	gradient	ADJ
cet-1041	86	19	descent	descent	NOUN
cet-1041	86	20	speed	speed	NOUN
cet-1041	86	21	of	of	ADP
cet-1041	86	22	bp	bp	PROPN
cet-1041	86	23	neural	neural	ADJ
cet-1041	86	24	network	network	NOUN
cet-1041	86	25	in	in	ADP
cet-1041	86	26	learning	learning	PROPN
cet-1041	86	27	,	,	PUNCT
cet-1041	86	28	and	and	CCONJ
cet-1041	86	29	then	then	ADV
cet-1041	86	30	to	to	PART
cet-1041	86	31	improve	improve	VERB
cet-1041	86	32	the	the	DET
cet-1041	86	33	convergence	convergence	NOUN
cet-1041	86	34	of	of	ADP
cet-1041	86	35	standard	standard	ADJ
cet-1041	86	36	bp	bp	PROPN
cet-1041	86	37	algorithm	algorithm	PROPN
cet-1041	86	38	.	.	PUNCT
cet-1041	87	1	learning	learn	VERB
cet-1041	87	2	rate	rate	NOUN
cet-1041	87	3	adjustment	adjustment	NOUN
cet-1041	87	4	process	process	NOUN
cet-1041	87	5	is	be	AUX
cet-1041	87	6	based	base	VERB
cet-1041	87	7	on	on	ADP
cet-1041	87	8	certain	certain	ADJ
cet-1041	87	9	principles	principle	NOUN
cet-1041	87	10	,	,	PUNCT
cet-1041	87	11	so	so	SCONJ
cet-1041	87	12	it	it	PRON
cet-1041	87	13	can	can	AUX
cet-1041	87	14	ensure	ensure	VERB
cet-1041	87	15	that	that	SCONJ
cet-1041	87	16	the	the	DET
cet-1041	87	17	learning	learning	NOUN
cet-1041	87	18	rate	rate	NOUN
cet-1041	87	19	can	can	AUX
cet-1041	87	20	maintain	maintain	VERB
cet-1041	87	21	a	a	DET
cet-1041	87	22	larger	large	ADJ
cet-1041	87	23	value	value	NOUN
cet-1041	87	24	,	,	PUNCT
cet-1041	87	25	but	but	CCONJ
cet-1041	87	26	also	also	ADV
cet-1041	87	27	ensure	ensure	VERB
cet-1041	87	28	the	the	DET
cet-1041	87	29	stability	stability	NOUN
cet-1041	87	30	in	in	ADP
cet-1041	87	31	the	the	DET
cet-1041	87	32	learning	learning	NOUN
cet-1041	87	33	process	process	NOUN
cet-1041	87	34	.	.	PUNCT
cet-1041	88	1	the	the	DET
cet-1041	88	2	adaptive	adaptive	ADJ
cet-1041	88	3	adjustment	adjustment	NOUN
cet-1041	88	4	formula	formula	NOUN
cet-1041	88	5	of	of	ADP
cet-1041	88	6	learning	learn	VERB
cet-1041	88	7	rate	rate	NOUN
cet-1041	88	8	is	be	AUX
cet-1041	88	9	as	as	SCONJ
cet-1041	88	10	follows	follow	VERB
cet-1041	88	11	:	:	PUNCT
cet-1041	88	12	(	(	PUNCT
cet-1041	88	13	)	)	PUNCT
cet-1041	88	14	(	(	PUNCT
cet-1041	88	15	1	1	X
cet-1041	88	16	)	)	PUNCT
cet-1041	88	17	1.04	1.04	NUM
cet-1041	88	18	(	(	PUNCT
cet-1041	88	19	)	)	PUNCT
cet-1041	88	20	(	(	PUNCT
cet-1041	88	21	1	1	X
cet-1041	88	22	)	)	PUNCT
cet-1041	88	23	(	(	PUNCT
cet-1041	88	24	)	)	PUNCT
cet-1041	88	25	(	(	PUNCT
cet-1041	88	26	1	1	X
cet-1041	88	27	)	)	PUNCT
cet-1041	88	28	(	(	PUNCT
cet-1041	88	29	)	)	PUNCT
cet-1041	88	30	(	(	PUNCT
cet-1041	88	31	)	)	PUNCT
cet-1041	88	32	a	a	DET
cet-1041	88	33	n	n	NOUN
cet-1041	88	34	e	e	NOUN
cet-1041	88	35	n	n	ADP
cet-1041	88	36	e	e	PROPN
cet-1041	88	37	n	n	CCONJ
cet-1041	88	38	n	n	PROPN
cet-1041	88	39	b	b	PROPN
cet-1041	88	40	n	n	ADP
cet-1041	88	41	e	e	NOUN
cet-1041	88	42	n	n	ADP
cet-1041	88	43	e	e	PROPN
cet-1041	88	44	n	n	CCONJ
cet-1041	88	45	n	n	PROPN
cet-1041	88	46	otherwise	otherwise	ADV
cet-1041	88	47	η	η	PROPN
cet-1041	88	48	η	η	PROPN
cet-1041	88	49	η	η	PROPN
cet-1041	88	50	η	η	PROPN
cet-1041	88	51	+	+	PROPN
cet-1041	88	52	>	>	X
cet-1041	88	53			NOUN
cet-1041	88	54	+	+	NOUN
cet-1041	88	55	=	=	PUNCT
cet-1041	89	1	+	+	PUNCT
cet-1041	89	2	<	<	X
cet-1041	89	3			NUM
cet-1041	89	4			NUM
cet-1041	89	5			PROPN
cet-1041	89	6	(	(	PUNCT
cet-1041	89	7	9	9	NUM
cet-1041	89	8	)	)	PUNCT
cet-1041	89	9	among	among	ADP
cet-1041	89	10	them	they	PRON
cet-1041	89	11	,	,	PUNCT
cet-1041	89	12	a<1	a<1	NOUN
cet-1041	89	13	,	,	PUNCT
cet-1041	89	14	b>1	b>1	NOUN
cet-1041	89	15	,	,	PUNCT
cet-1041	89	16	e	e	X
cet-1041	89	17	is	be	AUX
cet-1041	89	18	error	error	NOUN
cet-1041	89	19	function	function	NOUN
cet-1041	89	20	.	.	PUNCT
cet-1041	90	1	the	the	DET
cet-1041	90	2	method	method	NOUN
cet-1041	90	3	of	of	ADP
cet-1041	90	4	adaptive	adaptive	ADJ
cet-1041	90	5	learning	learning	NOUN
cet-1041	90	6	rate	rate	NOUN
cet-1041	90	7	can	can	AUX
cet-1041	90	8	be	be	AUX
cet-1041	90	9	used	use	VERB
cet-1041	90	10	for	for	ADP
cet-1041	90	11	dynamic	dynamic	ADJ
cet-1041	90	12	network	network	NOUN
cet-1041	90	13	processing	processing	NOUN
cet-1041	90	14	,	,	PUNCT
cet-1041	90	15	which	which	PRON
cet-1041	90	16	can	can	AUX
cet-1041	90	17	not	not	PART
cet-1041	90	18	only	only	ADV
cet-1041	90	19	make	make	VERB
cet-1041	90	20	the	the	DET
cet-1041	90	21	learning	learning	NOUN
cet-1041	90	22	rate	rate	NOUN
cet-1041	90	23	reasonable	reasonable	ADJ
cet-1041	90	24	value	value	NOUN
cet-1041	90	25	,	,	PUNCT
cet-1041	90	26	but	but	CCONJ
cet-1041	90	27	also	also	ADV
cet-1041	90	28	accelerate	accelerate	VERB
cet-1041	90	29	the	the	DET
cet-1041	90	30	convergence	convergence	NOUN
cet-1041	90	31	speed	speed	NOUN
cet-1041	90	32	of	of	ADP
cet-1041	90	33	bp	bp	PROPN
cet-1041	90	34	neural	neural	ADJ
cet-1041	90	35	network	network	NOUN
cet-1041	90	36	algorithm	algorithm	NOUN
cet-1041	90	37	,	,	PUNCT
cet-1041	90	38	at	at	ADP
cet-1041	90	39	the	the	DET
cet-1041	90	40	same	same	ADJ
cet-1041	90	41	time	time	NOUN
cet-1041	90	42	,	,	PUNCT
cet-1041	90	43	it	it	PRON
cet-1041	90	44	can	can	AUX
cet-1041	90	45	guarantee	guarantee	VERB
cet-1041	90	46	the	the	DET
cet-1041	90	47	stability	stability	NOUN
cet-1041	90	48	of	of	ADP
cet-1041	90	49	bp	bp	PROPN
cet-1041	90	50	neural	neural	ADJ
cet-1041	90	51	network	network	NOUN
cet-1041	90	52	and	and	CCONJ
cet-1041	90	53	the	the	DET
cet-1041	90	54	convergence	convergence	NOUN
cet-1041	90	55	of	of	ADP
cet-1041	90	56	bp	bp	PROPN
cet-1041	90	57	algorithm	algorithm	PROPN
cet-1041	90	58	4	4	NUM
cet-1041	90	59	.	.	PUNCT
cet-1041	90	60	simulation	simulation	NOUN
cet-1041	90	61	experiment	experiment	NOUN
cet-1041	90	62	and	and	CCONJ
cet-1041	90	63	result	result	VERB
cet-1041	90	64	analysis	analysis	NOUN
cet-1041	90	65	4.1	4.1	NUM
cet-1041	90	66	the	the	DET
cet-1041	90	67	experimental	experimental	ADJ
cet-1041	90	68	data	datum	NOUN
cet-1041	90	69	through	through	ADP
cet-1041	90	70	the	the	DET
cet-1041	90	71	detailed	detailed	ADJ
cet-1041	90	72	analysis	analysis	NOUN
cet-1041	90	73	of	of	ADP
cet-1041	90	74	the	the	DET
cet-1041	90	75	sewage	sewage	NOUN
cet-1041	90	76	treatment	treatment	NOUN
cet-1041	90	77	process	process	NOUN
cet-1041	90	78	,	,	PUNCT
cet-1041	90	79	we	we	PRON
cet-1041	90	80	choose	choose	VERB
cet-1041	90	81	the	the	DET
cet-1041	90	82	variables	variable	NOUN
cet-1041	90	83	which	which	PRON
cet-1041	90	84	are	be	AUX
cet-1041	90	85	correlated	correlate	VERB
cet-1041	90	86	with	with	ADP
cet-1041	90	87	the	the	DET
cet-1041	90	88	dominant	dominant	ADJ
cet-1041	90	89	variables	variable	NOUN
cet-1041	90	90	as	as	ADP
cet-1041	90	91	auxiliary	auxiliary	ADJ
cet-1041	90	92	variables	variable	NOUN
cet-1041	90	93	.	.	PUNCT
cet-1041	91	1	the	the	DET
cet-1041	91	2	selection	selection	NOUN
cet-1041	91	3	of	of	ADP
cet-1041	91	4	auxiliary	auxiliary	ADJ
cet-1041	91	5	variables	variable	NOUN
cet-1041	91	6	includes	include	VERB
cet-1041	91	7	the	the	DET
cet-1041	91	8	number	number	NOUN
cet-1041	91	9	of	of	ADP
cet-1041	91	10	variables	variable	NOUN
cet-1041	91	11	,	,	PUNCT
cet-1041	91	12	the	the	DET
cet-1041	91	13	type	type	NOUN
cet-1041	91	14	of	of	ADP
cet-1041	91	15	variables	variable	NOUN
cet-1041	91	16	and	and	CCONJ
cet-1041	91	17	the	the	DET
cet-1041	91	18	location	location	NOUN
cet-1041	91	19	of	of	ADP
cet-1041	91	20	test	test	NOUN
cet-1041	91	21	points	point	NOUN
cet-1041	91	22	.	.	PUNCT
cet-1041	92	1	these	these	DET
cet-1041	92	2	three	three	NUM
cet-1041	92	3	aspects	aspect	NOUN
cet-1041	92	4	are	be	AUX
cet-1041	92	5	interrelated	interrelate	VERB
cet-1041	92	6	,	,	PUNCT
cet-1041	92	7	and	and	CCONJ
cet-1041	92	8	are	be	AUX
cet-1041	92	9	determined	determine	VERB
cet-1041	92	10	by	by	ADP
cet-1041	92	11	the	the	DET
cet-1041	92	12	specific	specific	ADJ
cet-1041	92	13	process	process	NOUN
cet-1041	92	14	.	.	PUNCT
cet-1041	93	1	at	at	ADP
cet-1041	93	2	the	the	DET
cet-1041	93	3	same	same	ADJ
cet-1041	93	4	time	time	NOUN
cet-1041	93	5	,	,	PUNCT
cet-1041	93	6	a	a	DET
cet-1041	93	7	series	series	NOUN
cet-1041	93	8	of	of	ADP
cet-1041	93	9	constraints	constraint	NOUN
cet-1041	93	10	,	,	PUNCT
cet-1041	93	11	such	such	ADJ
cet-1041	93	12	as	as	ADP
cet-1041	93	13	reliability	reliability	NOUN
cet-1041	93	14	,	,	PUNCT
cet-1041	93	15	feasibility	feasibility	NOUN
cet-1041	93	16	,	,	PUNCT
cet-1041	93	17	economy	economy	NOUN
cet-1041	93	18	and	and	CCONJ
cet-1041	93	19	maintainability	maintainability	NOUN
cet-1041	93	20	,	,	PUNCT
cet-1041	93	21	should	should	AUX
cet-1041	93	22	be	be	AUX
cet-1041	93	23	taken	take	VERB
cet-1041	93	24	into	into	ADP
cet-1041	93	25	consideration	consideration	NOUN
cet-1041	93	26	in	in	ADP
cet-1041	93	27	practical	practical	ADJ
cet-1041	93	28	engineering	engineering	NOUN
cet-1041	93	29	.	.	PUNCT
cet-1041	94	1	city	city	NOUN
cet-1041	94	2	sewage	sewage	NOUN
cet-1041	94	3	treatment	treatment	NOUN
cet-1041	94	4	process	process	NOUN
cet-1041	94	5	is	be	AUX
cet-1041	94	6	a	a	DET
cet-1041	94	7	complex	complex	ADJ
cet-1041	94	8	process	process	NOUN
cet-1041	94	9	of	of	ADP
cet-1041	94	10	multi	multi	ADJ
cet-1041	94	11	variable	variable	NOUN
cet-1041	94	12	and	and	CCONJ
cet-1041	94	13	nonlinear	nonlinear	ADJ
cet-1041	94	14	,	,	PUNCT
cet-1041	94	15	and	and	CCONJ
cet-1041	94	16	many	many	ADJ
cet-1041	94	17	factors	factor	NOUN
cet-1041	94	18	influence	influence	VERB
cet-1041	94	19	the	the	DET
cet-1041	94	20	effect	effect	NOUN
cet-1041	94	21	of	of	ADP
cet-1041	94	22	sewage	sewage	NOUN
cet-1041	94	23	treatment	treatment	NOUN
cet-1041	94	24	.	.	PUNCT
cet-1041	95	1	in	in	ADP
cet-1041	95	2	order	order	NOUN
cet-1041	95	3	to	to	PART
cet-1041	95	4	find	find	VERB
cet-1041	95	5	out	out	ADP
cet-1041	95	6	the	the	DET
cet-1041	95	7	water	water	NOUN
cet-1041	95	8	quality	quality	NOUN
cet-1041	95	9	parameters	parameter	NOUN
cet-1041	95	10	that	that	PRON
cet-1041	95	11	greatly	greatly	ADV
cet-1041	95	12	influence	influence	VERB
cet-1041	95	13	on	on	ADP
cet-1041	95	14	the	the	DET
cet-1041	95	15	treatment	treatment	NOUN
cet-1041	95	16	effect	effect	NOUN
cet-1041	95	17	,	,	PUNCT
cet-1041	95	18	we	we	PRON
cet-1041	95	19	use	use	VERB
cet-1041	95	20	the	the	DET
cet-1041	95	21	total	total	ADJ
cet-1041	95	22	nitrogen	nitrogen	NOUN
cet-1041	95	23	(	(	PUNCT
cet-1041	95	24	tn	tn	NOUN
cet-1041	95	25	)	)	PUNCT
cet-1041	95	26	,	,	PUNCT
cet-1041	95	27	ammonia	ammonia	NOUN
cet-1041	95	28	nitrogen	nitrogen	NOUN
cet-1041	95	29	(	(	PUNCT
cet-1041	95	30	nh3	nh3	NOUN
cet-1041	95	31	-	-	PUNCT
cet-1041	95	32	n	n	NUM
cet-1041	95	33	)	)	PUNCT
cet-1041	95	34	,	,	PUNCT
cet-1041	95	35	suspended	suspend	VERB
cet-1041	95	36	solids	solid	NOUN
cet-1041	95	37	(	(	PUNCT
cet-1041	95	38	ss	ss	NOUN
cet-1041	95	39	)	)	PUNCT
cet-1041	95	40	,	,	PUNCT
cet-1041	95	41	the	the	DET
cet-1041	95	42	concentration	concentration	NOUN
cet-1041	95	43	of	of	ADP
cet-1041	95	44	dissolved	dissolved	ADJ
cet-1041	95	45	oxygen	oxygen	NOUN
cet-1041	95	46	(	(	PUNCT
cet-1041	95	47	do	do	AUX
cet-1041	95	48	)	)	PUNCT
cet-1041	95	49	,	,	PUNCT
cet-1041	95	50	ph	ph	NOUN
cet-1041	95	51	,	,	PUNCT
cet-1041	95	52	nitrate	nitrate	NOUN
cet-1041	95	53	nitrogen	nitrogen	NOUN
cet-1041	95	54	(	(	PUNCT
cet-1041	95	55	no3	no3	NOUN
cet-1041	95	56	-	-	PUNCT
cet-1041	95	57	n	n	NUM
cet-1041	95	58	)	)	PUNCT
cet-1041	95	59	,	,	PUNCT
cet-1041	95	60	nitrite	nitrite	NOUN
cet-1041	95	61	nitrogen	nitrogen	PROPN
cet-1041	95	62	(	(	PUNCT
cet-1041	95	63	no2	no2	NOUN
cet-1041	95	64	-	-	PUNCT
cet-1041	95	65	n	n	CCONJ
cet-1041	95	66	)	)	PUNCT
cet-1041	95	67	and	and	CCONJ
cet-1041	95	68	temperature	temperature	NOUN
cet-1041	95	69	(	(	PUNCT
cet-1041	95	70	t	t	NOUN
cet-1041	95	71	)	)	PUNCT
cet-1041	95	72	as	as	ADP
cet-1041	95	73	auxiliary	auxiliary	ADJ
cet-1041	95	74	variables	variable	NOUN
cet-1041	95	75	,	,	PUNCT
cet-1041	95	76	and	and	CCONJ
cet-1041	95	77	use	use	VERB
cet-1041	95	78	the	the	DET
cet-1041	95	79	chemical	chemical	ADJ
cet-1041	95	80	oxygen	oxygen	NOUN
cet-1041	95	81	demand	demand	NOUN
cet-1041	95	82	(	(	PUNCT
cet-1041	95	83	cod	cod	NOUN
cet-1041	95	84	)	)	PUNCT
cet-1041	95	85	as	as	ADP
cet-1041	95	86	the	the	DET
cet-1041	95	87	main	main	ADJ
cet-1041	95	88	variable	variable	ADJ
cet-1041	95	89	parameters	parameter	NOUN
cet-1041	95	90	.	.	PUNCT
cet-1041	96	1	1455	1455	NUM
cet-1041	96	2	next	next	ADV
cet-1041	96	3	,	,	PUNCT
cet-1041	96	4	we	we	PRON
cet-1041	96	5	introduce	introduce	VERB
cet-1041	96	6	the	the	DET
cet-1041	96	7	criteria	criterion	NOUN
cet-1041	96	8	for	for	ADP
cet-1041	96	9	water	water	NOUN
cet-1041	96	10	quality	quality	NOUN
cet-1041	96	11	assessment	assessment	NOUN
cet-1041	96	12	and	and	CCONJ
cet-1041	96	13	the	the	DET
cet-1041	96	14	significance	significance	NOUN
cet-1041	96	15	of	of	ADP
cet-1041	96	16	several	several	ADJ
cet-1041	96	17	major	major	ADJ
cet-1041	96	18	impact	impact	NOUN
cet-1041	96	19	factors	factor	NOUN
cet-1041	96	20	.	.	PUNCT
cet-1041	97	1	first	first	ADV
cet-1041	97	2	of	of	ADP
cet-1041	97	3	all	all	PRON
cet-1041	97	4	,	,	PUNCT
cet-1041	97	5	we	we	PRON
cet-1041	97	6	need	need	VERB
cet-1041	97	7	to	to	PART
cet-1041	97	8	understand	understand	VERB
cet-1041	97	9	the	the	DET
cet-1041	97	10	relationship	relationship	NOUN
cet-1041	97	11	between	between	ADP
cet-1041	97	12	the	the	DET
cet-1041	97	13	water	water	NOUN
cet-1041	97	14	quality	quality	NOUN
cet-1041	97	15	rating	rating	NOUN
cet-1041	97	16	standards	standard	NOUN
cet-1041	97	17	and	and	CCONJ
cet-1041	97	18	the	the	DET
cet-1041	97	19	chemical	chemical	NOUN
cet-1041	97	20	factors	factor	NOUN
cet-1041	97	21	,	,	PUNCT
cet-1041	97	22	as	as	SCONJ
cet-1041	97	23	shown	show	VERB
cet-1041	97	24	in	in	ADP
cet-1041	97	25	table	table	NOUN
cet-1041	97	26	1	1	NUM
cet-1041	97	27	:	:	PUNCT
cet-1041	97	28	table	table	NOUN
cet-1041	97	29	1	1	NUM
cet-1041	97	30	:	:	PUNCT
cet-1041	97	31	limited	limited	ADJ
cet-1041	97	32	value	value	NOUN
cet-1041	97	33	of	of	ADP
cet-1041	97	34	water	water	NOUN
cet-1041	97	35	quality	quality	NOUN
cet-1041	97	36	evaluation	evaluation	NOUN
cet-1041	97	37	index	index	NOUN
cet-1041	97	38	chemical	chemical	NOUN
cet-1041	97	39	index	index	NOUN
cet-1041	97	40	classⅰ	classⅰ	PRON
cet-1041	97	41	class	class	NOUN
cet-1041	97	42	ⅱ	ⅱ	PROPN
cet-1041	97	43	class	class	NOUN
cet-1041	97	44	ⅲ	ⅲ	ADJ
cet-1041	97	45	class	class	NOUN
cet-1041	97	46	ⅳ	ⅳ	NOUN
cet-1041	97	47	class	class	NOUN
cet-1041	97	48	ⅴ	ⅴ	PROPN
cet-1041	97	49	ph	ph	PROPN
cet-1041	97	50	6~9	6~9	NUM
cet-1041	97	51	do	do	VERB
cet-1041	97	52	≥7.5	≥7.5	PROPN
cet-1041	97	53	≥6	≥6	X
cet-1041	97	54	≥5	≥5	NUM
cet-1041	97	55	≥3	≥3	PROPN
cet-1041	97	56	≥2	≥2	PROPN
cet-1041	97	57	codmn	codmn	NOUN
cet-1041	97	58	≤2	≤2	VERB
cet-1041	97	59	≤4	≤4	NOUN
cet-1041	98	1	≤6	≤6	PROPN
cet-1041	99	1	≤10	≤10	PROPN
cet-1041	99	2	≤15	≤15	PROPN
cet-1041	99	3	nh3	nh3	PROPN
cet-1041	99	4	-	-	PUNCT
cet-1041	99	5	n	n	NOUN
cet-1041	99	6	≤0.15	≤0.15	NOUN
cet-1041	99	7	≤0.5	≤0.5	X
cet-1041	99	8	≤1.0	≤1.0	X
cet-1041	99	9	≤1.5	≤1.5	X
cet-1041	99	10	≤2.0	≤2.0	X
cet-1041	99	11	secondly	secondly	ADV
cet-1041	99	12	,	,	PUNCT
cet-1041	99	13	we	we	PRON
cet-1041	99	14	give	give	VERB
cet-1041	99	15	a	a	DET
cet-1041	99	16	brief	brief	ADJ
cet-1041	99	17	introduction	introduction	NOUN
cet-1041	99	18	to	to	ADP
cet-1041	99	19	several	several	ADJ
cet-1041	99	20	major	major	ADJ
cet-1041	99	21	factors	factor	NOUN
cet-1041	99	22	that	that	PRON
cet-1041	99	23	affect	affect	VERB
cet-1041	99	24	water	water	NOUN
cet-1041	99	25	quality	quality	NOUN
cet-1041	99	26	:	:	PUNCT
cet-1041	99	27	(	(	PUNCT
cet-1041	99	28	1	1	X
cet-1041	99	29	)	)	PUNCT
cet-1041	99	30	water	water	NOUN
cet-1041	99	31	temperature	temperature	NOUN
cet-1041	99	32	(	(	PUNCT
cet-1041	99	33	t	t	NOUN
cet-1041	99	34	)	)	PUNCT
cet-1041	99	35	the	the	DET
cet-1041	99	36	results	result	NOUN
cet-1041	99	37	shows	show	VERB
cet-1041	99	38	that	that	SCONJ
cet-1041	99	39	the	the	DET
cet-1041	99	40	microbial	microbial	ADJ
cet-1041	99	41	activity	activity	NOUN
cet-1041	99	42	decreased	decrease	VERB
cet-1041	99	43	sharply	sharply	ADV
cet-1041	99	44	and	and	CCONJ
cet-1041	99	45	the	the	DET
cet-1041	99	46	purification	purification	NOUN
cet-1041	99	47	efficiency	efficiency	NOUN
cet-1041	99	48	decreased	decrease	VERB
cet-1041	99	49	greatly	greatly	ADV
cet-1041	99	50	when	when	SCONJ
cet-1041	99	51	the	the	DET
cet-1041	99	52	water	water	NOUN
cet-1041	99	53	temperature	temperature	NOUN
cet-1041	99	54	is	be	AUX
cet-1041	99	55	higher	high	ADJ
cet-1041	99	56	than	than	ADP
cet-1041	99	57	that	that	PRON
cet-1041	99	58	of	of	ADP
cet-1041	99	59	the	the	DET
cet-1041	99	60	activated	activate	VERB
cet-1041	99	61	sludge	sludge	NOUN
cet-1041	99	62	process	process	NOUN
cet-1041	99	63	.	.	PUNCT
cet-1041	100	1	for	for	ADP
cet-1041	100	2	different	different	ADJ
cet-1041	100	3	types	type	NOUN
cet-1041	100	4	of	of	ADP
cet-1041	100	5	microbial	microbial	ADJ
cet-1041	100	6	flora	flora	NOUN
cet-1041	100	7	,	,	PUNCT
cet-1041	100	8	the	the	DET
cet-1041	100	9	most	most	ADV
cet-1041	100	10	suitable	suitable	ADJ
cet-1041	100	11	water	water	NOUN
cet-1041	100	12	temperature	temperature	NOUN
cet-1041	100	13	is	be	AUX
cet-1041	100	14	not	not	PART
cet-1041	100	15	the	the	DET
cet-1041	100	16	same	same	ADJ
cet-1041	100	17	.	.	PUNCT
cet-1041	101	1	(	(	PUNCT
cet-1041	101	2	2	2	X
cet-1041	101	3	)	)	PUNCT
cet-1041	101	4	dissolved	dissolve	VERB
cet-1041	101	5	oxygen	oxygen	NOUN
cet-1041	101	6	concentration	concentration	NOUN
cet-1041	101	7	(	(	PUNCT
cet-1041	101	8	do	do	AUX
cet-1041	101	9	)	)	PUNCT
cet-1041	101	10	dissolved	dissolve	VERB
cet-1041	101	11	oxygen	oxygen	NOUN
cet-1041	101	12	concentration	concentration	NOUN
cet-1041	101	13	is	be	AUX
cet-1041	101	14	a	a	DET
cet-1041	101	15	common	common	ADJ
cet-1041	101	16	control	control	NOUN
cet-1041	101	17	variable	variable	NOUN
cet-1041	101	18	in	in	ADP
cet-1041	101	19	municipal	municipal	ADJ
cet-1041	101	20	wastewater	wastewater	NOUN
cet-1041	101	21	treatment	treatment	NOUN
cet-1041	101	22	.	.	PUNCT
cet-1041	102	1	the	the	DET
cet-1041	102	2	degradation	degradation	NOUN
cet-1041	102	3	of	of	ADP
cet-1041	102	4	organic	organic	ADJ
cet-1041	102	5	compounds	compound	NOUN
cet-1041	102	6	by	by	ADP
cet-1041	102	7	activated	activated	ADJ
cet-1041	102	8	sludge	sludge	NOUN
cet-1041	102	9	process	process	NOUN
cet-1041	102	10	is	be	AUX
cet-1041	102	11	an	an	DET
cet-1041	102	12	aerobic	aerobic	ADJ
cet-1041	102	13	process	process	NOUN
cet-1041	102	14	,	,	PUNCT
cet-1041	102	15	and	and	CCONJ
cet-1041	102	16	different	different	ADJ
cet-1041	102	17	aerobic	aerobic	ADJ
cet-1041	102	18	purification	purification	NOUN
cet-1041	102	19	processes	process	NOUN
cet-1041	102	20	have	have	VERB
cet-1041	102	21	different	different	ADJ
cet-1041	102	22	requirements	requirement	NOUN
cet-1041	102	23	for	for	ADP
cet-1041	102	24	dissolved	dissolve	VERB
cet-1041	102	25	oxygen	oxygen	NOUN
cet-1041	102	26	.	.	PUNCT
cet-1041	103	1	(	(	PUNCT
cet-1041	103	2	3	3	X
cet-1041	103	3	)	)	PUNCT
cet-1041	103	4	chemical	chemical	NOUN
cet-1041	103	5	oxygen	oxygen	NOUN
cet-1041	103	6	demand	demand	NOUN
cet-1041	103	7	(	(	PUNCT
cet-1041	103	8	cod	cod	NOUN
cet-1041	103	9	)	)	PUNCT
cet-1041	103	10	it	it	PRON
cet-1041	103	11	represents	represent	VERB
cet-1041	103	12	the	the	DET
cet-1041	103	13	amount	amount	NOUN
cet-1041	103	14	of	of	ADP
cet-1041	103	15	oxygen	oxygen	NOUN
cet-1041	103	16	required	require	VERB
cet-1041	103	17	for	for	ADP
cet-1041	103	18	the	the	DET
cet-1041	103	19	oxidation	oxidation	NOUN
cet-1041	103	20	of	of	ADP
cet-1041	103	21	organic	organic	ADJ
cet-1041	103	22	and	and	CCONJ
cet-1041	103	23	inorganic	inorganic	ADJ
cet-1041	103	24	substances	substance	NOUN
cet-1041	103	25	under	under	ADP
cet-1041	103	26	the	the	DET
cet-1041	103	27	action	action	NOUN
cet-1041	103	28	of	of	ADP
cet-1041	103	29	strong	strong	ADJ
cet-1041	103	30	oxidants	oxidant	NOUN
cet-1041	103	31	.	.	PUNCT
cet-1041	104	1	the	the	DET
cet-1041	104	2	value	value	NOUN
cet-1041	104	3	of	of	ADP
cet-1041	104	4	cod	cod	NOUN
cet-1041	104	5	contains	contain	VERB
cet-1041	104	6	the	the	DET
cet-1041	104	7	amount	amount	NOUN
cet-1041	104	8	of	of	ADP
cet-1041	104	9	organic	organic	ADJ
cet-1041	104	10	and	and	CCONJ
cet-1041	104	11	inorganic	inorganic	ADJ
cet-1041	104	12	substance	substance	NOUN
cet-1041	104	13	that	that	PRON
cet-1041	104	14	can	can	AUX
cet-1041	104	15	not	not	PART
cet-1041	104	16	be	be	AUX
cet-1041	104	17	decomposed	decompose	VERB
cet-1041	104	18	by	by	ADP
cet-1041	104	19	bacteria	bacteria	NOUN
cet-1041	104	20	in	in	ADP
cet-1041	104	21	sewage	sewage	NOUN
cet-1041	104	22	.	.	PUNCT
cet-1041	105	1	there	there	PRON
cet-1041	105	2	is	be	VERB
cet-1041	105	3	a	a	DET
cet-1041	105	4	certain	certain	ADJ
cet-1041	105	5	relationship	relationship	NOUN
cet-1041	105	6	between	between	ADP
cet-1041	105	7	cod	cod	NOUN
cet-1041	105	8	value	value	NOUN
cet-1041	105	9	and	and	CCONJ
cet-1041	105	10	bod	bod	NOUN
cet-1041	105	11	value	value	NOUN
cet-1041	105	12	,	,	PUNCT
cet-1041	105	13	which	which	PRON
cet-1041	105	14	can	can	AUX
cet-1041	105	15	be	be	AUX
cet-1041	105	16	used	use	VERB
cet-1041	105	17	as	as	ADP
cet-1041	105	18	an	an	DET
cet-1041	105	19	alternative	alternative	NOUN
cet-1041	105	20	to	to	ADP
cet-1041	105	21	bod	bod	ADJ
cet-1041	105	22	value	value	NOUN
cet-1041	105	23	in	in	ADP
cet-1041	105	24	wastewater	wastewater	NOUN
cet-1041	105	25	treatment	treatment	NOUN
cet-1041	105	26	and	and	CCONJ
cet-1041	105	27	control	control	NOUN
cet-1041	105	28	.	.	PUNCT
cet-1041	106	1	table	table	NOUN
cet-1041	106	2	2	2	NUM
cet-1041	106	3	:	:	PUNCT
cet-1041	106	4	the	the	DET
cet-1041	106	5	sample	sample	NOUN
cet-1041	106	6	data	datum	NOUN
cet-1041	106	7	set	set	VERB
cet-1041	106	8	of	of	ADP
cet-1041	106	9	sewage	sewage	NOUN
cet-1041	106	10	treatment	treatment	NOUN
cet-1041	106	11	plant	plant	NOUN
cet-1041	106	12	numbe	numbe	NOUN
cet-1041	106	13	r	r	NOUN
cet-1041	106	14	ss	ss	NOUN
cet-1041	106	15	(	(	PUNCT
cet-1041	106	16	mg	mg	PROPN
cet-1041	106	17	/	/	SYM
cet-1041	106	18	l	l	NOUN
cet-1041	106	19	)	)	PUNCT
cet-1041	106	20	ph	ph	ADJ
cet-1041	106	21	total	total	NOUN
cet-1041	106	22	nitroge	nitroge	NOUN
cet-1041	106	23	n	n	PROPN
cet-1041	106	24	(	(	PUNCT
cet-1041	106	25	mg	mg	PROPN
cet-1041	106	26	/	/	SYM
cet-1041	106	27	l	l	NOUN
cet-1041	106	28	)	)	PUNCT
cet-1041	106	29	dissolv	dissolv	ADJ
cet-1041	106	30	edoxyg	edoxyg	NOUN
cet-1041	106	31	en(mg/	en(mg/	X
cet-1041	106	32	l	l	NOUN
cet-1041	106	33	)	)	PUNCT
cet-1041	106	34	ammonia	ammonia	NOUN
cet-1041	106	35	nitrogen	nitrogen	NOUN
cet-1041	106	36	(	(	PUNCT
cet-1041	106	37	mg	mg	PROPN
cet-1041	106	38	/	/	SYM
cet-1041	106	39	l	l	NOUN
cet-1041	106	40	)	)	PUNCT
cet-1041	106	41	nitrite	nitrite	NOUN
cet-1041	106	42	nitrogen	nitrogen	NOUN
cet-1041	106	43	(	(	PUNCT
cet-1041	106	44	mg	mg	PROPN
cet-1041	106	45	/	/	SYM
cet-1041	106	46	l	l	NOUN
cet-1041	106	47	)	)	PUNCT
cet-1041	106	48	nitrate	nitrate	NOUN
cet-1041	106	49	nitrogen	nitrogen	NOUN
cet-1041	106	50	(	(	PUNCT
cet-1041	106	51	mg	mg	PROPN
cet-1041	106	52	/	/	SYM
cet-1041	106	53	l	l	NOUN
cet-1041	106	54	)	)	PUNCT
cet-1041	107	1	t	t	NOUN
cet-1041	107	2	codmn(m	codmn(m	VERB
cet-1041	107	3	g	g	NOUN
cet-1041	107	4	/	/	SYM
cet-1041	107	5	l	l	NOUN
cet-1041	107	6	)	)	PUNCT
cet-1041	107	7	1	1	NUM
cet-1041	107	8	2.6	2.6	NUM
cet-1041	107	9	107.4	107.4	NUM
cet-1041	107	10	7.92	7.92	NUM
cet-1041	107	11	1.08	1.08	NUM
cet-1041	107	12	13	13	NUM
cet-1041	107	13	0.12	0.12	NUM
cet-1041	107	14	0.014	0.014	NUM
cet-1041	107	15	5.57	5.57	NUM
cet-1041	107	16	0.158	0.158	NUM
cet-1041	107	17	2	2	NUM
cet-1041	107	18	8.2	8.2	NUM
cet-1041	107	19	78	78	NUM
cet-1041	107	20	8.15	8.15	NUM
cet-1041	107	21	1.75	1.75	NUM
cet-1041	107	22	12	12	NUM
cet-1041	107	23	0.1	0.1	NUM
cet-1041	107	24	0.0051	0.0051	NUM
cet-1041	107	25	3.88	3.88	NUM
cet-1041	107	26	0.136	0.136	NUM
cet-1041	107	27	3	3	NUM
cet-1041	107	28	9.6	9.6	NUM
cet-1041	107	29	39.4	39.4	NUM
cet-1041	107	30	8.09	8.09	NUM
cet-1041	107	31	2.61	2.61	NUM
cet-1041	107	32	11.6	11.6	NUM
cet-1041	107	33	0.2	0.2	NUM
cet-1041	107	34	0.023	0.023	NUM
cet-1041	107	35	4.32	4.32	NUM
cet-1041	107	36	0.828	0.828	NUM
cet-1041	107	37	4	4	NUM
cet-1041	107	38	15.1	15.1	NUM
cet-1041	107	39	85	85	NUM
cet-1041	107	40	8.65	8.65	NUM
cet-1041	107	41	1.9	1.9	NUM
cet-1041	107	42	0.37	0.37	NUM
cet-1041	107	43	0.16	0.16	NUM
cet-1041	107	44	0.014	0.014	NUM
cet-1041	107	45	10.36	10.36	NUM
cet-1041	107	46	0.379	0.379	NUM
cet-1041	107	47	5	5	NUM
cet-1041	107	48	20.8	20.8	NUM
cet-1041	107	49	96	96	NUM
cet-1041	107	50	7.97	7.97	NUM
cet-1041	107	51	2.47	2.47	NUM
cet-1041	107	52	8.7	8.7	NUM
cet-1041	107	53	0.057	0.057	NUM
cet-1041	107	54	0.008	0.008	NUM
cet-1041	107	55	4.91	4.91	NUM
cet-1041	107	56	1.43	1.43	NUM
cet-1041	107	57	6	6	NUM
cet-1041	107	58	23.2	23.2	NUM
cet-1041	107	59	30.2	30.2	NUM
cet-1041	107	60	8.09	8.09	NUM
cet-1041	107	61	2.33	2.33	NUM
cet-1041	107	62	7.66	7.66	NUM
cet-1041	107	63	0	0	NUM
cet-1041	107	64	0.006	0.006	NUM
cet-1041	107	65	4.24	4.24	NUM
cet-1041	107	66	1.271	1.271	NUM
cet-1041	107	67	7	7	NUM
cet-1041	107	68	26.4	26.4	NUM
cet-1041	107	69	32.2	32.2	NUM
cet-1041	107	70	8.39	8.39	NUM
cet-1041	107	71	1.75	1.75	NUM
cet-1041	107	72	7.92	7.92	NUM
cet-1041	107	73	0.119	0.119	NUM
cet-1041	107	74	0.004	0.004	NUM
cet-1041	107	75	3.88	3.88	NUM
cet-1041	107	76	0.799	0.799	NUM
cet-1041	107	77	8	8	NUM
cet-1041	107	78	29.2	29.2	NUM
cet-1041	107	79	19.2	19.2	NUM
cet-1041	107	80	8.76	8.76	NUM
cet-1041	107	81	0.88	0.88	NUM
cet-1041	107	82	7.13	7.13	NUM
cet-1041	107	83	0	0	NUM
cet-1041	107	84	0	0	NUM
cet-1041	107	85	5.37	5.37	NUM
cet-1041	107	86	0.194	0.194	NUM
cet-1041	107	87	9	9	NUM
cet-1041	107	88	25.2	25.2	NUM
cet-1041	107	89	33.2	33.2	NUM
cet-1041	107	90	8.21	8.21	NUM
cet-1041	107	91	1.08	1.08	NUM
cet-1041	107	92	7.34	7.34	NUM
cet-1041	107	93	0.202	0.202	NUM
cet-1041	107	94	0.004	0.004	NUM
cet-1041	107	95	3.63	3.63	NUM
cet-1041	107	96	0.092	0.092	NUM
cet-1041	107	97	10	10	NUM
cet-1041	107	98	17.8	17.8	NUM
cet-1041	107	99	40.8	40.8	NUM
cet-1041	107	100	8.17	8.17	NUM
cet-1041	107	101	0.877	0.877	NUM
cet-1041	107	102	9.22	9.22	NUM
cet-1041	107	103	0.02	0.02	NUM
cet-1041	107	104	0.006	0.006	NUM
cet-1041	107	105	3.08	3.08	NUM
cet-1041	107	106	0.411	0.411	NUM
cet-1041	107	107			NUM
cet-1041	107	108			NUM
cet-1041	107	109			PROPN
cet-1041	107	110			PROPN
cet-1041	107	111			PROPN
cet-1041	107	112			PROPN
cet-1041	107	113			PROPN
cet-1041	107	114			PROPN
cet-1041	107	115			NUM
cet-1041	107	116			ADJ
cet-1041	107	117	497	497	NUM
cet-1041	107	118	0	0	NUM
cet-1041	107	119	49	49	NUM
cet-1041	107	120	0	0	NUM
cet-1041	107	121	1.84	1.84	NUM
cet-1041	107	122	8.43	8.43	NUM
cet-1041	107	123	0.064	0.064	NUM
cet-1041	107	124	0.007	0.007	NUM
cet-1041	107	125	3.32	3.32	NUM
cet-1041	107	126	0.885	0.885	NUM
cet-1041	107	127	498	498	NUM
cet-1041	107	128	26.8	26.8	NUM
cet-1041	107	129	27.6	27.6	NUM
cet-1041	107	130	8.4	8.4	NUM
cet-1041	107	131	2.08	2.08	NUM
cet-1041	107	132	8.67	8.67	NUM
cet-1041	107	133	0.028	0.028	NUM
cet-1041	107	134	0.004	0.004	NUM
cet-1041	107	135	2.67	2.67	NUM
cet-1041	107	136	0.703	0.703	NUM
cet-1041	107	137	499	499	NUM
cet-1041	107	138	24	24	NUM
cet-1041	107	139	5	5	NUM
cet-1041	107	140	8	8	NUM
cet-1041	107	141	1.54	1.54	NUM
cet-1041	107	142	8.01	8.01	NUM
cet-1041	107	143	0.071	0.071	NUM
cet-1041	107	144	0.011	0.011	NUM
cet-1041	107	145	3.03	3.03	NUM
cet-1041	107	146	0.672	0.672	NUM
cet-1041	107	147	500	500	NUM
cet-1041	107	148	24.2	24.2	NUM
cet-1041	107	149	9.6	9.6	NUM
cet-1041	107	150	7.9	7.9	NUM
cet-1041	107	151	1.2	1.2	NUM
cet-1041	107	152	8.15	8.15	NUM
cet-1041	107	153	0.01	0.01	NUM
cet-1041	107	154	0.007	0.007	NUM
cet-1041	107	155	2.77	2.77	NUM
cet-1041	107	156	0.444	0.444	NUM
cet-1041	107	157	(	(	PUNCT
cet-1041	107	158	4	4	NUM
cet-1041	107	159	)	)	PUNCT
cet-1041	107	160	suspended	suspend	VERB
cet-1041	107	161	solids	solid	NOUN
cet-1041	107	162	(	(	PUNCT
cet-1041	107	163	ss	ss	NOUN
cet-1041	107	164	)	)	PUNCT
cet-1041	107	165	according	accord	VERB
cet-1041	107	166	to	to	ADP
cet-1041	107	167	their	their	PRON
cet-1041	107	168	existing	exist	VERB
cet-1041	107	169	state	state	NOUN
cet-1041	107	170	,	,	PUNCT
cet-1041	107	171	the	the	DET
cet-1041	107	172	pollutants	pollutant	NOUN
cet-1041	107	173	in	in	ADP
cet-1041	107	174	sewage	sewage	NOUN
cet-1041	107	175	are	be	AUX
cet-1041	107	176	divided	divide	VERB
cet-1041	107	177	into	into	ADP
cet-1041	107	178	suspended	suspend	VERB
cet-1041	107	179	substance	substance	NOUN
cet-1041	107	180	,	,	PUNCT
cet-1041	107	181	dissolved	dissolve	VERB
cet-1041	107	182	substance	substance	NOUN
cet-1041	107	183	and	and	CCONJ
cet-1041	107	184	so	so	ADV
cet-1041	107	185	on	on	ADV
cet-1041	107	186	.	.	PUNCT
cet-1041	108	1	the	the	DET
cet-1041	108	2	suspended	suspend	VERB
cet-1041	108	3	solids	solid	NOUN
cet-1041	108	4	can	can	AUX
cet-1041	108	5	-	-	PUNCT
cet-1041	108	6	not	not	PART
cet-1041	108	7	settle	settle	VERB
cet-1041	108	8	freely	freely	ADV
cet-1041	108	9	because	because	SCONJ
cet-1041	108	10	of	of	ADP
cet-1041	108	11	brown	brown	ADJ
cet-1041	108	12	motion	motion	NOUN
cet-1041	108	13	in	in	ADP
cet-1041	108	14	the	the	DET
cet-1041	108	15	water	water	NOUN
cet-1041	108	16	,	,	PUNCT
cet-1041	108	17	which	which	PRON
cet-1041	108	18	makes	make	VERB
cet-1041	108	19	the	the	DET
cet-1041	108	20	water	water	NOUN
cet-1041	108	21	turbid	turbid	VERB
cet-1041	108	22	.	.	PUNCT
cet-1041	109	1	in	in	ADP
cet-1041	109	2	wastewater	wastewater	NOUN
cet-1041	109	3	treatment	treatment	NOUN
cet-1041	109	4	,	,	PUNCT
cet-1041	109	5	the	the	DET
cet-1041	109	6	removal	removal	NOUN
cet-1041	109	7	rate	rate	NOUN
cet-1041	109	8	of	of	ADP
cet-1041	109	9	suspended	suspend	VERB
cet-1041	109	10	solids	solid	NOUN
cet-1041	109	11	is	be	AUX
cet-1041	109	12	an	an	DET
cet-1041	109	13	important	important	ADJ
cet-1041	109	14	index	index	NOUN
cet-1041	109	15	to	to	PART
cet-1041	109	16	measure	measure	VERB
cet-1041	109	17	the	the	DET
cet-1041	109	18	effect	effect	NOUN
cet-1041	109	19	of	of	ADP
cet-1041	109	20	sedimentation	sedimentation	NOUN
cet-1041	109	21	.	.	PUNCT
cet-1041	110	1	(	(	PUNCT
cet-1041	110	2	5	5	X
cet-1041	110	3	)	)	PUNCT
cet-1041	110	4	ammonia	ammonia	NOUN
cet-1041	110	5	nitrogen	nitrogen	NOUN
cet-1041	110	6	(	(	PUNCT
cet-1041	110	7	nh3	nh3	NOUN
cet-1041	110	8	-	-	PUNCT
cet-1041	110	9	n	n	CCONJ
cet-1041	110	10	)	)	PUNCT
cet-1041	110	11	1456	1456	NUM
cet-1041	110	12	ammonia	ammonia	NOUN
cet-1041	110	13	nitrogen	nitrogen	NOUN
cet-1041	110	14	mainly	mainly	ADV
cet-1041	110	15	refers	refer	VERB
cet-1041	110	16	to	to	ADP
cet-1041	110	17	the	the	DET
cet-1041	110	18	nitrogen	nitrogen	NOUN
cet-1041	110	19	existing	exist	VERB
cet-1041	110	20	in	in	ADP
cet-1041	110	21	the	the	DET
cet-1041	110	22	form	form	NOUN
cet-1041	110	23	of	of	ADP
cet-1041	110	24	ammonia	ammonia	NOUN
cet-1041	110	25	ion	ion	NOUN
cet-1041	110	26	or	or	CCONJ
cet-1041	110	27	free	free	ADJ
cet-1041	110	28	ammonia	ammonia	NOUN
cet-1041	110	29	,	,	PUNCT
cet-1041	110	30	and	and	CCONJ
cet-1041	110	31	total	total	ADJ
cet-1041	110	32	nitrogen	nitrogen	NOUN
cet-1041	110	33	also	also	ADV
cet-1041	110	34	includes	include	VERB
cet-1041	110	35	organic	organic	ADJ
cet-1041	110	36	nitrogen	nitrogen	NOUN
cet-1041	110	37	and	and	CCONJ
cet-1041	110	38	nitrate	nitrate	NOUN
cet-1041	110	39	nitrogen	nitrogen	NOUN
cet-1041	110	40	.	.	PUNCT
cet-1041	111	1	these	these	DET
cet-1041	111	2	two	two	NUM
cet-1041	111	3	indexes	index	NOUN
cet-1041	111	4	indicate	indicate	VERB
cet-1041	111	5	the	the	DET
cet-1041	111	6	amount	amount	NOUN
cet-1041	111	7	of	of	ADP
cet-1041	111	8	nh4	nh4	NOUN
cet-1041	111	9	+	+	PROPN
cet-1041	111	10	,	,	PUNCT
cet-1041	111	11	nh3	nh3	NOUN
cet-1041	111	12	and	and	CCONJ
cet-1041	111	13	total	total	ADJ
cet-1041	111	14	nitrogen	nitrogen	NOUN
cet-1041	111	15	in	in	ADP
cet-1041	111	16	sewage	sewage	NOUN
cet-1041	111	17	,	,	PUNCT
cet-1041	111	18	which	which	PRON
cet-1041	111	19	has	have	VERB
cet-1041	111	20	guiding	guide	VERB
cet-1041	111	21	effect	effect	NOUN
cet-1041	111	22	on	on	ADP
cet-1041	111	23	the	the	DET
cet-1041	111	24	selection	selection	NOUN
cet-1041	111	25	of	of	ADP
cet-1041	111	26	treatment	treatment	NOUN
cet-1041	111	27	methods	method	NOUN
cet-1041	111	28	.	.	PUNCT
cet-1041	112	1	next	next	ADV
cet-1041	112	2	,	,	PUNCT
cet-1041	112	3	we	we	PRON
cet-1041	112	4	collect	collect	VERB
cet-1041	112	5	data	datum	NOUN
cet-1041	112	6	of	of	ADP
cet-1041	112	7	a	a	DET
cet-1041	112	8	sewage	sewage	NOUN
cet-1041	112	9	treatment	treatment	NOUN
cet-1041	112	10	plant	plant	NOUN
cet-1041	112	11	in	in	ADP
cet-1041	112	12	real	real	ADJ
cet-1041	112	13	time	time	NOUN
cet-1041	112	14	,	,	PUNCT
cet-1041	112	15	and	and	CCONJ
cet-1041	112	16	obtain	obtain	VERB
cet-1041	112	17	500	500	NUM
cet-1041	112	18	groups	group	NOUN
cet-1041	112	19	of	of	ADP
cet-1041	112	20	data	datum	NOUN
cet-1041	112	21	.	.	PUNCT
cet-1041	113	1	among	among	ADP
cet-1041	113	2	them	they	PRON
cet-1041	113	3	,	,	PUNCT
cet-1041	113	4	the	the	DET
cet-1041	113	5	first	first	ADJ
cet-1041	113	6	450	450	NUM
cet-1041	113	7	groups	group	NOUN
cet-1041	113	8	of	of	ADP
cet-1041	113	9	data	datum	NOUN
cet-1041	113	10	as	as	ADP
cet-1041	113	11	the	the	DET
cet-1041	113	12	training	training	NOUN
cet-1041	113	13	sample	sample	NOUN
cet-1041	113	14	of	of	ADP
cet-1041	113	15	bp	bp	PROPN
cet-1041	113	16	neural	neural	ADJ
cet-1041	113	17	network	network	NOUN
cet-1041	113	18	,	,	PUNCT
cet-1041	113	19	the	the	DET
cet-1041	113	20	last	last	ADJ
cet-1041	113	21	50	50	NUM
cet-1041	113	22	groups	group	NOUN
cet-1041	113	23	of	of	ADP
cet-1041	113	24	data	datum	NOUN
cet-1041	113	25	as	as	ADP
cet-1041	113	26	bp	bp	PROPN
cet-1041	113	27	neural	neural	ADJ
cet-1041	113	28	network	network	NOUN
cet-1041	113	29	test	test	NOUN
cet-1041	113	30	samples	sample	NOUN
cet-1041	113	31	,	,	PUNCT
cet-1041	113	32	so	so	SCONJ
cet-1041	113	33	the	the	DET
cet-1041	113	34	error	error	NOUN
cet-1041	113	35	between	between	ADP
cet-1041	113	36	the	the	DET
cet-1041	113	37	predicted	predict	VERB
cet-1041	113	38	and	and	CCONJ
cet-1041	113	39	measured	measured	ADJ
cet-1041	113	40	values	value	NOUN
cet-1041	113	41	of	of	ADP
cet-1041	113	42	the	the	DET
cet-1041	113	43	bp	bp	PROPN
cet-1041	113	44	neural	neural	PROPN
cet-1041	113	45	network	network	NOUN
cet-1041	113	46	model	model	NOUN
cet-1041	113	47	is	be	AUX
cet-1041	113	48	studied	study	VERB
cet-1041	113	49	and	and	CCONJ
cet-1041	113	50	analyzed	analyze	VERB
cet-1041	113	51	.	.	PUNCT
cet-1041	114	1	due	due	ADP
cet-1041	114	2	to	to	ADP
cet-1041	114	3	the	the	DET
cet-1041	114	4	limited	limited	ADJ
cet-1041	114	5	space	space	NOUN
cet-1041	114	6	,	,	PUNCT
cet-1041	114	7	part	part	NOUN
cet-1041	114	8	of	of	ADP
cet-1041	114	9	the	the	DET
cet-1041	114	10	sample	sample	NOUN
cet-1041	114	11	data	datum	NOUN
cet-1041	114	12	is	be	AUX
cet-1041	114	13	shown	show	VERB
cet-1041	114	14	in	in	ADP
cet-1041	114	15	table	table	NOUN
cet-1041	114	16	2	2	NUM
cet-1041	114	17	.	.	X
cet-1041	114	18	4.2	4.2	NUM
cet-1041	114	19	the	the	DET
cet-1041	114	20	experiment	experiment	NOUN
cet-1041	114	21	steps	step	NOUN
cet-1041	114	22	and	and	CCONJ
cet-1041	114	23	the	the	DET
cet-1041	114	24	result	result	NOUN
cet-1041	114	25	analysis	analysis	NOUN
cet-1041	114	26	after	after	SCONJ
cet-1041	114	27	we	we	PRON
cet-1041	114	28	obtain	obtain	VERB
cet-1041	114	29	the	the	DET
cet-1041	114	30	sample	sample	NOUN
cet-1041	114	31	data	datum	NOUN
cet-1041	114	32	,	,	PUNCT
cet-1041	114	33	we	we	PRON
cet-1041	114	34	need	need	VERB
cet-1041	114	35	to	to	PART
cet-1041	114	36	standardize	standardize	VERB
cet-1041	114	37	and	and	CCONJ
cet-1041	114	38	normalize	normalize	VERB
cet-1041	114	39	the	the	DET
cet-1041	114	40	data	datum	NOUN
cet-1041	114	41	,	,	PUNCT
cet-1041	114	42	and	and	CCONJ
cet-1041	114	43	then	then	ADV
cet-1041	114	44	set	set	VERB
cet-1041	114	45	the	the	DET
cet-1041	114	46	parameters	parameter	NOUN
cet-1041	114	47	of	of	ADP
cet-1041	114	48	the	the	DET
cet-1041	114	49	improved	improved	ADJ
cet-1041	114	50	bp	bp	PROPN
cet-1041	114	51	model	model	NOUN
cet-1041	114	52	:	:	PUNCT
cet-1041	114	53	bp	bp	PROPN
cet-1041	114	54	neural	neural	ADJ
cet-1041	114	55	network	network	NOUN
cet-1041	114	56	is	be	AUX
cet-1041	114	57	established	establish	VERB
cet-1041	114	58	in	in	ADP
cet-1041	114	59	this	this	DET
cet-1041	114	60	paper	paper	NOUN
cet-1041	114	61	.	.	PUNCT
cet-1041	115	1	there	there	PRON
cet-1041	115	2	are	be	VERB
cet-1041	115	3	12	12	NUM
cet-1041	115	4	hidden	hide	VERB
cet-1041	115	5	layer	layer	NOUN
cet-1041	115	6	neurons	neuron	NOUN
cet-1041	115	7	and	and	CCONJ
cet-1041	115	8	4	4	NUM
cet-1041	115	9	output	output	NOUN
cet-1041	115	10	neurons	neuron	NOUN
cet-1041	115	11	.	.	PUNCT
cet-1041	116	1	the	the	DET
cet-1041	116	2	results	result	NOUN
cet-1041	116	3	of	of	ADP
cet-1041	116	4	the	the	DET
cet-1041	116	5	training	training	NOUN
cet-1041	116	6	model	model	NOUN
cet-1041	116	7	are	be	AUX
cet-1041	116	8	shown	show	VERB
cet-1041	116	9	below	below	ADP
cet-1041	116	10	:	:	PUNCT
cet-1041	116	11	figure	figure	VERB
cet-1041	116	12	3	3	NUM
cet-1041	116	13	:	:	PUNCT
cet-1041	116	14	training	training	NOUN
cet-1041	116	15	error	error	NOUN
cet-1041	116	16	curve	curve	NOUN
cet-1041	116	17	of	of	ADP
cet-1041	116	18	improved	improved	ADJ
cet-1041	116	19	bp	bp	PROPN
cet-1041	116	20	neural	neural	ADJ
cet-1041	116	21	network	network	NOUN
cet-1041	116	22	figure	figure	NOUN
cet-1041	116	23	4	4	NUM
cet-1041	116	24	:	:	PUNCT
cet-1041	116	25	regression	regression	NOUN
cet-1041	116	26	result	result	NOUN
cet-1041	116	27	of	of	ADP
cet-1041	116	28	neural	neural	ADJ
cet-1041	116	29	network	network	NOUN
cet-1041	116	30	as	as	SCONJ
cet-1041	116	31	can	can	AUX
cet-1041	116	32	be	be	AUX
cet-1041	116	33	seen	see	VERB
cet-1041	116	34	from	from	ADP
cet-1041	116	35	figure	figure	NOUN
cet-1041	116	36	3	3	NUM
cet-1041	116	37	,	,	PUNCT
cet-1041	116	38	using	use	VERB
cet-1041	116	39	8	8	NUM
cet-1041	116	40	measurable	measurable	ADJ
cet-1041	116	41	sewage	sewage	NOUN
cet-1041	116	42	indexes	index	NOUN
cet-1041	116	43	as	as	ADP
cet-1041	116	44	inputs	input	NOUN
cet-1041	116	45	of	of	ADP
cet-1041	116	46	bp	bp	PROPN
cet-1041	116	47	neural	neural	ADJ
cet-1041	116	48	network	network	NOUN
cet-1041	116	49	,	,	PUNCT
cet-1041	116	50	and	and	CCONJ
cet-1041	116	51	cod	cod	NOUN
cet-1041	116	52	as	as	ADP
cet-1041	116	53	output	output	NOUN
cet-1041	116	54	,	,	PUNCT
cet-1041	116	55	a	a	DET
cet-1041	116	56	soft	soft	ADJ
cet-1041	116	57	sensing	sense	VERB
cet-1041	116	58	model	model	NOUN
cet-1041	116	59	of	of	ADP
cet-1041	116	60	sewage	sewage	NOUN
cet-1041	116	61	treatment	treatment	NOUN
cet-1041	116	62	is	be	AUX
cet-1041	116	63	established	establish	VERB
cet-1041	116	64	.	.	PUNCT
cet-1041	117	1	the	the	DET
cet-1041	117	2	convergence	convergence	NOUN
cet-1041	117	3	speed	speed	NOUN
cet-1041	117	4	of	of	ADP
cet-1041	117	5	the	the	DET
cet-1041	117	6	improved	improved	ADJ
cet-1041	117	7	bp	bp	PROPN
cet-1041	117	8	neural	neural	ADJ
cet-1041	117	9	network	network	NOUN
cet-1041	117	10	algorithm	algorithm	NOUN
cet-1041	117	11	is	be	AUX
cet-1041	117	12	very	very	ADV
cet-1041	117	13	fast	fast	ADJ
cet-1041	117	14	,	,	PUNCT
cet-1041	117	15	and	and	CCONJ
cet-1041	117	16	it	it	PRON
cet-1041	117	17	converges	converge	VERB
cet-1041	117	18	to	to	ADP
cet-1041	117	19	the	the	DET
cet-1041	117	20	error	error	NOUN
cet-1041	117	21	target	target	NOUN
cet-1041	117	22	value	value	NOUN
cet-1041	117	23	about	about	ADV
cet-1041	117	24	16	16	NUM
cet-1041	117	25	times	time	NOUN
cet-1041	117	26	.	.	PUNCT
cet-1041	118	1	the	the	DET
cet-1041	118	2	learning	learn	VERB
cet-1041	118	3	speed	speed	NOUN
cet-1041	118	4	of	of	ADP
cet-1041	118	5	the	the	DET
cet-1041	118	6	algorithm	algorithm	NOUN
cet-1041	118	7	is	be	AUX
cet-1041	118	8	faster	fast	ADJ
cet-1041	118	9	than	than	ADP
cet-1041	118	10	that	that	PRON
cet-1041	118	11	of	of	ADP
cet-1041	118	12	the	the	DET
cet-1041	118	13	standard	standard	ADJ
cet-1041	118	14	bp	bp	PROPN
cet-1041	118	15	neural	neural	ADJ
cet-1041	118	16	network	network	NOUN
cet-1041	118	17	,	,	PUNCT
cet-1041	118	18	thus	thus	ADV
cet-1041	118	19	improving	improve	VERB
cet-1041	118	20	the	the	DET
cet-1041	118	21	estimation	estimation	NOUN
cet-1041	118	22	efficiency	efficiency	NOUN
cet-1041	118	23	of	of	ADP
cet-1041	118	24	the	the	DET
cet-1041	118	25	soft	soft	ADJ
cet-1041	118	26	sensing	sense	VERB
cet-1041	118	27	model	model	NOUN
cet-1041	118	28	of	of	ADP
cet-1041	118	29	the	the	DET
cet-1041	118	30	sewage	sewage	NOUN
cet-1041	118	31	index	index	NOUN
cet-1041	118	32	.	.	PUNCT
cet-1041	119	1	the	the	DET
cet-1041	119	2	test	test	NOUN
cet-1041	119	3	set	set	NOUN
cet-1041	119	4	is	be	AUX
cet-1041	119	5	measured	measure	VERB
cet-1041	119	6	by	by	ADP
cet-1041	119	7	the	the	DET
cet-1041	119	8	established	establish	VERB
cet-1041	119	9	model	model	NOUN
cet-1041	119	10	,	,	PUNCT
cet-1041	119	11	and	and	CCONJ
cet-1041	119	12	the	the	DET
cet-1041	119	13	test	test	NOUN
cet-1041	119	14	results	result	NOUN
cet-1041	119	15	of	of	ADP
cet-1041	119	16	the	the	DET
cet-1041	119	17	bp	bp	PROPN
cet-1041	119	18	neural	neural	PROPN
cet-1041	119	19	network	network	NOUN
cet-1041	119	20	proposed	propose	VERB
cet-1041	119	21	in	in	ADP
cet-1041	119	22	this	this	DET
cet-1041	119	23	paper	paper	NOUN
cet-1041	119	24	are	be	AUX
cet-1041	119	25	shown	show	VERB
cet-1041	119	26	in	in	ADP
cet-1041	119	27	figure	figure	NOUN
cet-1041	119	28	5	5	NUM
cet-1041	119	29	.	.	PUNCT
cet-1041	120	1	as	as	SCONJ
cet-1041	120	2	can	can	AUX
cet-1041	120	3	be	be	AUX
cet-1041	120	4	seen	see	VERB
cet-1041	120	5	from	from	ADP
cet-1041	120	6	figure	figure	NOUN
cet-1041	120	7	4	4	NUM
cet-1041	120	8	,	,	PUNCT
cet-1041	120	9	the	the	DET
cet-1041	120	10	error	error	NOUN
cet-1041	120	11	between	between	ADP
cet-1041	120	12	the	the	DET
cet-1041	120	13	target	target	NOUN
cet-1041	120	14	and	and	CCONJ
cet-1041	120	15	the	the	DET
cet-1041	120	16	training	training	NOUN
cet-1041	120	17	(	(	PUNCT
cet-1041	120	18	test	test	NOUN
cet-1041	120	19	)	)	PUNCT
cet-1041	120	20	data	datum	NOUN
cet-1041	120	21	target	target	NOUN
cet-1041	120	22	will	will	AUX
cet-1041	120	23	become	become	VERB
cet-1041	120	24	smaller	small	ADJ
cet-1041	120	25	and	and	CCONJ
cet-1041	120	26	smaller	small	ADJ
cet-1041	120	27	when	when	SCONJ
cet-1041	120	28	the	the	DET
cet-1041	120	29	training	training	NOUN
cet-1041	120	30	is	be	AUX
cet-1041	120	31	carried	carry	VERB
cet-1041	120	32	out	out	ADP
cet-1041	120	33	.	.	PUNCT
cet-1041	121	1	at	at	ADP
cet-1041	121	2	the	the	DET
cet-1041	121	3	beginning	beginning	NOUN
cet-1041	121	4	,	,	PUNCT
cet-1041	121	5	the	the	DET
cet-1041	121	6	error	error	NOUN
cet-1041	121	7	between	between	ADP
cet-1041	121	8	the	the	DET
cet-1041	121	9	validation	validation	NOUN
cet-1041	121	10	and	and	CCONJ
cet-1041	121	11	the	the	DET
cet-1041	121	12	target	target	NOUN
cet-1041	121	13	of	of	ADP
cet-1041	121	14	validation	validation	NOUN
cet-1041	121	15	will	will	AUX
cet-1041	121	16	also	also	ADV
cet-1041	121	17	become	become	VERB
cet-1041	121	18	smaller	small	ADJ
cet-1041	121	19	.	.	PUNCT
cet-1041	122	1	then	then	ADV
cet-1041	122	2	,	,	PUNCT
cet-1041	122	3	with	with	ADP
cet-1041	122	4	the	the	DET
cet-1041	122	5	increase	increase	NOUN
cet-1041	122	6	of	of	ADP
cet-1041	122	7	training	training	NOUN
cet-1041	122	8	,	,	PUNCT
cet-1041	122	9	the	the	DET
cet-1041	122	10	error	error	NOUN
cet-1041	122	11	of	of	ADP
cet-1041	122	12	test	test	NOUN
cet-1041	122	13	will	will	AUX
cet-1041	122	14	continue	continue	VERB
cet-1041	122	15	to	to	PART
cet-1041	122	16	be	be	AUX
cet-1041	122	17	smaller	small	ADJ
cet-1041	122	18	,	,	PUNCT
cet-1041	122	19	and	and	CCONJ
cet-1041	122	20	the	the	DET
cet-1041	122	21	error	error	NOUN
cet-1041	122	22	of	of	ADP
cet-1041	122	23	validation	validation	NOUN
cet-1041	122	24	will	will	AUX
cet-1041	122	25	increase	increase	VERB
cet-1041	122	26	.	.	PUNCT
cet-1041	123	1	when	when	SCONJ
cet-1041	123	2	the	the	DET
cet-1041	123	3	error	error	NOUN
cet-1041	123	4	of	of	ADP
cet-1041	123	5	validation	validation	NOUN
cet-1041	123	6	continues	continue	VERB
cet-1041	123	7	to	to	PART
cet-1041	123	8	rise	rise	VERB
cet-1041	123	9	6	6	NUM
cet-1041	123	10	times	time	NOUN
cet-1041	123	11	(	(	PUNCT
cet-1041	123	12	the	the	DET
cet-1041	123	13	default	default	NOUN
cet-1041	123	14	setting	setting	NOUN
cet-1041	123	15	)	)	PUNCT
cet-1041	123	16	,	,	PUNCT
cet-1041	123	17	the	the	DET
cet-1041	123	18	training	training	NOUN
cet-1041	123	19	stops	stop	VERB
cet-1041	123	20	,	,	PUNCT
cet-1041	123	21	because	because	SCONJ
cet-1041	123	22	there	there	PRON
cet-1041	123	23	will	will	AUX
cet-1041	123	24	be	be	AUX
cet-1041	123	25	a	a	DET
cet-1041	123	26	phenomenon	phenomenon	NOUN
cet-1041	123	27	of	of	ADP
cet-1041	123	28	overfitting	overfitte	VERB
cet-1041	123	29	.	.	PUNCT
cet-1041	124	1	the	the	DET
cet-1041	124	2	results	result	NOUN
cet-1041	124	3	of	of	ADP
cet-1041	124	4	the	the	DET
cet-1041	124	5	model	model	NOUN
cet-1041	124	6	training	training	NOUN
cet-1041	124	7	are	be	AUX
cet-1041	124	8	better	well	ADJ
cet-1041	124	9	,	,	PUNCT
cet-1041	124	10	the	the	DET
cet-1041	124	11	curves	curve	NOUN
cet-1041	124	12	of	of	ADP
cet-1041	124	13	the	the	DET
cet-1041	124	14	four	four	NUM
cet-1041	124	15	graphs	graph	NOUN
cet-1041	124	16	are	be	AUX
cet-1041	124	17	basically	basically	ADV
cet-1041	124	18	on	on	ADP
cet-1041	124	19	the	the	DET
cet-1041	124	20	diagonal	diagonal	ADJ
cet-1041	124	21	,	,	PUNCT
cet-1041	124	22	and	and	CCONJ
cet-1041	124	23	the	the	DET
cet-1041	124	24	values	value	NOUN
cet-1041	124	25	of	of	ADP
cet-1041	124	26	r	r	NOUN
cet-1041	124	27	are	be	AUX
cet-1041	124	28	close	close	ADJ
cet-1041	124	29	to	to	ADP
cet-1041	124	30	1	1	NUM
cet-1041	124	31	,	,	PUNCT
cet-1041	124	32	which	which	PRON
cet-1041	124	33	will	will	AUX
cet-1041	124	34	improve	improve	VERB
cet-1041	124	35	the	the	DET
cet-1041	124	36	accuracy	accuracy	NOUN
cet-1041	124	37	of	of	ADP
cet-1041	124	38	our	our	PRON
cet-1041	124	39	subsequent	subsequent	ADJ
cet-1041	124	40	prediction	prediction	NOUN
cet-1041	124	41	work	work	NOUN
cet-1041	124	42	.	.	PUNCT
cet-1041	125	1	1457	1457	NUM
cet-1041	125	2	figure	figure	NOUN
cet-1041	125	3	5	5	NUM
cet-1041	125	4	:	:	PUNCT
cet-1041	125	5	comparison	comparison	NOUN
cet-1041	125	6	of	of	ADP
cet-1041	125	7	measured	measured	ADJ
cet-1041	125	8	values	value	NOUN
cet-1041	125	9	and	and	CCONJ
cet-1041	125	10	actual	actual	ADJ
cet-1041	125	11	values	value	NOUN
cet-1041	125	12	of	of	ADP
cet-1041	125	13	improved	improved	ADJ
cet-1041	125	14	bp	bp	PROPN
cet-1041	125	15	neural	neural	ADJ
cet-1041	125	16	network	network	NOUN
cet-1041	125	17	as	as	SCONJ
cet-1041	125	18	can	can	AUX
cet-1041	125	19	be	be	AUX
cet-1041	125	20	seen	see	VERB
cet-1041	125	21	from	from	ADP
cet-1041	125	22	figure	figure	NOUN
cet-1041	125	23	5	5	NUM
cet-1041	125	24	,	,	PUNCT
cet-1041	125	25	the	the	DET
cet-1041	125	26	neural	neural	ADJ
cet-1041	125	27	network	network	NOUN
cet-1041	125	28	model	model	NOUN
cet-1041	125	29	established	establish	VERB
cet-1041	125	30	in	in	ADP
cet-1041	125	31	this	this	DET
cet-1041	125	32	paper	paper	NOUN
cet-1041	125	33	is	be	AUX
cet-1041	125	34	close	close	ADJ
cet-1041	125	35	to	to	ADP
cet-1041	125	36	the	the	DET
cet-1041	125	37	actual	actual	ADJ
cet-1041	125	38	measured	measure	VERB
cet-1041	125	39	value	value	NOUN
cet-1041	125	40	of	of	ADP
cet-1041	125	41	cod	cod	NOUN
cet-1041	125	42	,	,	PUNCT
cet-1041	125	43	and	and	CCONJ
cet-1041	125	44	the	the	DET
cet-1041	125	45	running	running	ADJ
cet-1041	125	46	time	time	NOUN
cet-1041	125	47	is	be	AUX
cet-1041	125	48	short	short	ADJ
cet-1041	125	49	.	.	PUNCT
cet-1041	126	1	the	the	DET
cet-1041	126	2	main	main	ADJ
cet-1041	126	3	reason	reason	NOUN
cet-1041	126	4	is	be	AUX
cet-1041	126	5	that	that	SCONJ
cet-1041	126	6	the	the	DET
cet-1041	126	7	neural	neural	ADJ
cet-1041	126	8	network	network	NOUN
cet-1041	126	9	not	not	PART
cet-1041	126	10	only	only	ADV
cet-1041	126	11	has	have	VERB
cet-1041	126	12	the	the	DET
cet-1041	126	13	advantage	advantage	NOUN
cet-1041	126	14	of	of	ADP
cet-1041	126	15	accelerating	accelerate	VERB
cet-1041	126	16	learning	learning	NOUN
cet-1041	126	17	,	,	PUNCT
cet-1041	126	18	but	but	CCONJ
cet-1041	126	19	also	also	ADV
cet-1041	126	20	has	have	VERB
cet-1041	126	21	the	the	DET
cet-1041	126	22	nonlinear	nonlinear	ADJ
cet-1041	126	23	and	and	CCONJ
cet-1041	126	24	local	local	ADJ
cet-1041	126	25	search	search	NOUN
cet-1041	126	26	ability	ability	NOUN
cet-1041	126	27	of	of	ADP
cet-1041	126	28	bp	bp	PROPN
cet-1041	126	29	neural	neural	ADJ
cet-1041	126	30	network	network	NOUN
cet-1041	126	31	.	.	PUNCT
cet-1041	127	1	the	the	DET
cet-1041	127	2	measurement	measurement	NOUN
cet-1041	127	3	accuracy	accuracy	NOUN
cet-1041	127	4	of	of	ADP
cet-1041	127	5	the	the	DET
cet-1041	127	6	model	model	NOUN
cet-1041	127	7	is	be	AUX
cet-1041	127	8	much	much	ADV
cet-1041	127	9	higher	high	ADJ
cet-1041	127	10	than	than	ADP
cet-1041	127	11	that	that	PRON
cet-1041	127	12	of	of	ADP
cet-1041	127	13	the	the	DET
cet-1041	127	14	standard	standard	ADJ
cet-1041	127	15	bp	bp	PROPN
cet-1041	127	16	neural	neural	ADJ
cet-1041	127	17	network	network	NOUN
cet-1041	127	18	,	,	PUNCT
cet-1041	127	19	and	and	CCONJ
cet-1041	127	20	it	it	PRON
cet-1041	127	21	can	can	AUX
cet-1041	127	22	jump	jump	VERB
cet-1041	127	23	out	out	ADP
cet-1041	127	24	of	of	ADP
cet-1041	127	25	the	the	DET
cet-1041	127	26	local	local	ADJ
cet-1041	127	27	optimal	optimal	ADJ
cet-1041	127	28	solution	solution	NOUN
cet-1041	127	29	and	and	CCONJ
cet-1041	127	30	overcome	overcome	VERB
cet-1041	127	31	the	the	DET
cet-1041	127	32	standard	standard	ADJ
cet-1041	127	33	defects	defect	NOUN
cet-1041	127	34	.	.	PUNCT
cet-1041	128	1	it	it	PRON
cet-1041	128	2	is	be	AUX
cet-1041	128	3	very	very	ADV
cet-1041	128	4	meaningful	meaningful	ADJ
cet-1041	128	5	to	to	PART
cet-1041	128	6	accurately	accurately	ADV
cet-1041	128	7	predict	predict	VERB
cet-1041	128	8	the	the	DET
cet-1041	128	9	numerical	numerical	ADJ
cet-1041	128	10	value	value	NOUN
cet-1041	128	11	of	of	ADP
cet-1041	128	12	cod	cod	NOUN
cet-1041	128	13	.	.	PUNCT
cet-1041	129	1	the	the	PRON
cet-1041	129	2	higher	high	ADJ
cet-1041	129	3	the	the	DET
cet-1041	129	4	chemical	chemical	NOUN
cet-1041	129	5	oxygen	oxygen	NOUN
cet-1041	129	6	demand	demand	NOUN
cet-1041	129	7	is	be	AUX
cet-1041	129	8	,	,	PUNCT
cet-1041	129	9	the	the	PRON
cet-1041	129	10	more	more	ADV
cet-1041	129	11	serious	serious	ADJ
cet-1041	129	12	the	the	DET
cet-1041	129	13	organic	organic	ADJ
cet-1041	129	14	pollution	pollution	NOUN
cet-1041	129	15	in	in	ADP
cet-1041	129	16	the	the	DET
cet-1041	129	17	water	water	NOUN
cet-1041	129	18	source	source	NOUN
cet-1041	129	19	is	be	AUX
cet-1041	129	20	.	.	PUNCT
cet-1041	130	1	the	the	DET
cet-1041	130	2	sources	source	NOUN
cet-1041	130	3	of	of	ADP
cet-1041	130	4	organic	organic	ADJ
cet-1041	130	5	pollution	pollution	NOUN
cet-1041	130	6	may	may	AUX
cet-1041	130	7	be	be	AUX
cet-1041	130	8	pesticides	pesticide	NOUN
cet-1041	130	9	,	,	PUNCT
cet-1041	130	10	chemical	chemical	NOUN
cet-1041	130	11	plants	plant	NOUN
cet-1041	130	12	,	,	PUNCT
cet-1041	130	13	and	and	CCONJ
cet-1041	130	14	organic	organic	ADJ
cet-1041	130	15	fertilizers	fertilizer	NOUN
cet-1041	130	16	and	and	CCONJ
cet-1041	130	17	so	so	ADV
cet-1041	130	18	on	on	ADV
cet-1041	130	19	.	.	PUNCT
cet-1041	131	1	after	after	ADP
cet-1041	131	2	accurate	accurate	ADJ
cet-1041	131	3	observation	observation	NOUN
cet-1041	131	4	and	and	CCONJ
cet-1041	131	5	prediction	prediction	NOUN
cet-1041	131	6	,	,	PUNCT
cet-1041	131	7	we	we	PRON
cet-1041	131	8	can	can	AUX
cet-1041	131	9	effectively	effectively	ADV
cet-1041	131	10	avoid	avoid	VERB
cet-1041	131	11	the	the	DET
cet-1041	131	12	destruction	destruction	NOUN
cet-1041	131	13	of	of	ADP
cet-1041	131	14	the	the	DET
cet-1041	131	15	ecosystem	ecosystem	NOUN
cet-1041	131	16	in	in	ADP
cet-1041	131	17	the	the	DET
cet-1041	131	18	river	river	NOUN
cet-1041	131	19	,	,	PUNCT
cet-1041	131	20	and	and	CCONJ
cet-1041	131	21	avoid	avoid	VERB
cet-1041	131	22	the	the	DET
cet-1041	131	23	absorption	absorption	NOUN
cet-1041	131	24	of	of	ADP
cet-1041	131	25	these	these	DET
cet-1041	131	26	toxins	toxin	NOUN
cet-1041	131	27	by	by	ADP
cet-1041	131	28	aquatic	aquatic	ADJ
cet-1041	131	29	organisms	organism	NOUN
cet-1041	131	30	,	,	PUNCT
cet-1041	131	31	thus	thus	ADV
cet-1041	131	32	protecting	protect	VERB
cet-1041	131	33	the	the	DET
cet-1041	131	34	health	health	NOUN
cet-1041	131	35	of	of	ADP
cet-1041	131	36	human	human	ADJ
cet-1041	131	37	beings	being	NOUN
cet-1041	131	38	.	.	PUNCT
cet-1041	132	1	5	5	X
cet-1041	132	2	.	.	X
cet-1041	132	3	conclusions	conclusion	NOUN
cet-1041	132	4	with	with	ADP
cet-1041	132	5	the	the	DET
cet-1041	132	6	rapid	rapid	ADJ
cet-1041	132	7	development	development	NOUN
cet-1041	132	8	of	of	ADP
cet-1041	132	9	industry	industry	NOUN
cet-1041	132	10	and	and	CCONJ
cet-1041	132	11	society	society	NOUN
cet-1041	132	12	,	,	PUNCT
cet-1041	132	13	urban	urban	ADJ
cet-1041	132	14	sewage	sewage	NOUN
cet-1041	132	15	treatment	treatment	NOUN
cet-1041	132	16	has	have	AUX
cet-1041	132	17	become	become	VERB
cet-1041	132	18	an	an	DET
cet-1041	132	19	important	important	ADJ
cet-1041	132	20	research	research	NOUN
cet-1041	132	21	topic	topic	NOUN
cet-1041	132	22	in	in	ADP
cet-1041	132	23	the	the	DET
cet-1041	132	24	field	field	NOUN
cet-1041	132	25	of	of	ADP
cet-1041	132	26	environmental	environmental	ADJ
cet-1041	132	27	protection	protection	NOUN
cet-1041	132	28	.	.	PUNCT
cet-1041	133	1	in	in	ADP
cet-1041	133	2	the	the	DET
cet-1041	133	3	process	process	NOUN
cet-1041	133	4	of	of	ADP
cet-1041	133	5	sewage	sewage	NOUN
cet-1041	133	6	treatment	treatment	NOUN
cet-1041	133	7	by	by	ADP
cet-1041	133	8	activated	activate	VERB
cet-1041	133	9	sludge	sludge	NOUN
cet-1041	133	10	,	,	PUNCT
cet-1041	133	11	chemical	chemical	ADJ
cet-1041	133	12	oxygen	oxygen	NOUN
cet-1041	133	13	demand	demand	NOUN
cet-1041	133	14	,	,	PUNCT
cet-1041	133	15	biochemical	biochemical	ADJ
cet-1041	133	16	oxygen	oxygen	NOUN
cet-1041	133	17	demand	demand	NOUN
cet-1041	133	18	,	,	PUNCT
cet-1041	133	19	nitrogen	nitrogen	NOUN
cet-1041	133	20	content	content	NOUN
cet-1041	133	21	and	and	CCONJ
cet-1041	133	22	other	other	ADJ
cet-1041	133	23	parameters	parameter	NOUN
cet-1041	133	24	are	be	AUX
cet-1041	133	25	the	the	DET
cet-1041	133	26	key	key	ADJ
cet-1041	133	27	indicators	indicator	NOUN
cet-1041	133	28	to	to	PART
cet-1041	133	29	evaluate	evaluate	VERB
cet-1041	133	30	the	the	DET
cet-1041	133	31	performance	performance	NOUN
cet-1041	133	32	of	of	ADP
cet-1041	133	33	sewage	sewage	NOUN
cet-1041	133	34	treatment	treatment	NOUN
cet-1041	133	35	,	,	PUNCT
cet-1041	133	36	and	and	CCONJ
cet-1041	133	37	also	also	ADV
cet-1041	133	38	an	an	DET
cet-1041	133	39	important	important	ADJ
cet-1041	133	40	parameter	parameter	NOUN
cet-1041	133	41	to	to	PART
cet-1041	133	42	measure	measure	VERB
cet-1041	133	43	the	the	DET
cet-1041	133	44	quality	quality	NOUN
cet-1041	133	45	of	of	ADP
cet-1041	133	46	sewage	sewage	NOUN
cet-1041	133	47	.	.	PUNCT
cet-1041	134	1	due	due	ADP
cet-1041	134	2	to	to	ADP
cet-1041	134	3	the	the	DET
cet-1041	134	4	limitations	limitation	NOUN
cet-1041	134	5	of	of	ADP
cet-1041	134	6	the	the	DET
cet-1041	134	7	current	current	ADJ
cet-1041	134	8	measurement	measurement	NOUN
cet-1041	134	9	methods	method	NOUN
cet-1041	134	10	and	and	CCONJ
cet-1041	134	11	measuring	measure	VERB
cet-1041	134	12	instruments	instrument	NOUN
cet-1041	134	13	,	,	PUNCT
cet-1041	134	14	some	some	DET
cet-1041	134	15	parameters	parameter	NOUN
cet-1041	134	16	are	be	AUX
cet-1041	134	17	difficult	difficult	ADJ
cet-1041	134	18	to	to	PART
cet-1041	134	19	obtain	obtain	VERB
cet-1041	134	20	in	in	ADP
cet-1041	134	21	time	time	NOUN
cet-1041	134	22	,	,	PUNCT
cet-1041	134	23	thus	thus	ADV
cet-1041	134	24	affecting	affect	VERB
cet-1041	134	25	the	the	DET
cet-1041	134	26	control	control	NOUN
cet-1041	134	27	effect	effect	NOUN
cet-1041	134	28	of	of	ADP
cet-1041	134	29	water	water	NOUN
cet-1041	134	30	quality	quality	NOUN
cet-1041	134	31	parameters	parameter	NOUN
cet-1041	134	32	in	in	ADP
cet-1041	134	33	wastewater	wastewater	NOUN
cet-1041	134	34	treatment	treatment	NOUN
cet-1041	134	35	.	.	PUNCT
cet-1041	135	1	to	to	PART
cet-1041	135	2	solve	solve	VERB
cet-1041	135	3	this	this	DET
cet-1041	135	4	problem	problem	NOUN
cet-1041	135	5	,	,	PUNCT
cet-1041	135	6	this	this	DET
cet-1041	135	7	paper	paper	NOUN
cet-1041	135	8	tries	try	VERB
cet-1041	135	9	to	to	PART
cet-1041	135	10	use	use	VERB
cet-1041	135	11	the	the	DET
cet-1041	135	12	strong	strong	ADJ
cet-1041	135	13	nonlinear	nonlinear	ADJ
cet-1041	135	14	identification	identification	NOUN
cet-1041	135	15	ability	ability	NOUN
cet-1041	135	16	of	of	ADP
cet-1041	135	17	neural	neural	ADJ
cet-1041	135	18	network	network	NOUN
cet-1041	135	19	to	to	PART
cet-1041	135	20	realize	realize	VERB
cet-1041	135	21	soft	soft	ADJ
cet-1041	135	22	sensing	sensing	NOUN
cet-1041	135	23	of	of	ADP
cet-1041	135	24	chemical	chemical	ADJ
cet-1041	135	25	oxygen	oxygen	NOUN
cet-1041	135	26	demand	demand	NOUN
cet-1041	135	27	.	.	PUNCT
cet-1041	136	1	the	the	DET
cet-1041	136	2	experimental	experimental	ADJ
cet-1041	136	3	results	result	NOUN
cet-1041	136	4	are	be	AUX
cet-1041	136	5	satisfactory	satisfactory	ADJ
cet-1041	136	6	and	and	CCONJ
cet-1041	136	7	can	can	AUX
cet-1041	136	8	be	be	AUX
cet-1041	136	9	used	use	VERB
cet-1041	136	10	for	for	ADP
cet-1041	136	11	reference	reference	NOUN
cet-1041	136	12	in	in	ADP
cet-1041	136	13	actual	actual	ADJ
cet-1041	136	14	production	production	NOUN
cet-1041	136	15	.	.	PUNCT
cet-1041	137	1	acknowledgments	acknowledgment	NOUN
cet-1041	137	2	inner	inner	PROPN
cet-1041	137	3	mongolia	mongolia	PROPN
cet-1041	137	4	autonomous	autonomous	PROPN
cet-1041	137	5	region	region	NOUN
cet-1041	137	6	of	of	ADP
cet-1041	137	7	colleges	college	NOUN
cet-1041	137	8	and	and	CCONJ
cet-1041	137	9	universities	university	NOUN
cet-1041	137	10	science	science	NOUN
cet-1041	137	11	and	and	CCONJ
cet-1041	137	12	technology	technology	NOUN
cet-1041	137	13	research	research	NOUN
cet-1041	137	14	project	project	NOUN
cet-1041	137	15	:	:	PUNCT
cet-1041	137	16	design	design	NOUN
cet-1041	137	17	and	and	CCONJ
cet-1041	137	18	implementation	implementation	NOUN
cet-1041	137	19	of	of	ADP
cet-1041	137	20	safety	safety	NOUN
cet-1041	137	21	monitoring	monitoring	NOUN
cet-1041	137	22	and	and	CCONJ
cet-1041	137	23	information	information	NOUN
cet-1041	137	24	management	management	NOUN
cet-1041	137	25	system	system	NOUN
cet-1041	137	26	for	for	ADP
cet-1041	137	27	aged	aged	ADJ
cet-1041	137	28	apartments	apartment	NOUN
cet-1041	137	29	based	base	VERB
cet-1041	137	30	on	on	ADP
cet-1041	137	31	internet	internet	NOUN
cet-1041	137	32	of	of	ADP
cet-1041	137	33	things	thing	NOUN
cet-1041	137	34	(	(	PUNCT
cet-1041	137	35	njzy17480	njzy17480	PROPN
cet-1041	137	36	)	)	PUNCT
cet-1041	137	37	references	reference	NOUN
cet-1041	137	38	bao	bao	PROPN
cet-1041	137	39	r.	r.	PROPN
cet-1041	137	40	,	,	PUNCT
cet-1041	137	41	xu	xu	PROPN
cet-1041	138	1	d.q	d.q	PROPN
cet-1041	138	2	.	.	PROPN
cet-1041	138	3	,	,	PUNCT
cet-1041	138	4	2011	2011	NUM
cet-1041	138	5	,	,	PUNCT
cet-1041	138	6	comparison	comparison	NOUN
cet-1041	138	7	and	and	CCONJ
cet-1041	138	8	analysis	analysis	NOUN
cet-1041	138	9	of	of	ADP
cet-1041	138	10	cod	cod	NOUN
cet-1041	138	11	prediction	prediction	NOUN
cet-1041	138	12	models	model	NOUN
cet-1041	138	13	for	for	ADP
cet-1041	138	14	effluent	effluent	NOUN
cet-1041	138	15	of	of	ADP
cet-1041	138	16	wastewater	wastewater	NOUN
cet-1041	138	17	treatment	treatment	NOUN
cet-1041	138	18	plant	plant	NOUN
cet-1041	138	19	,	,	PUNCT
cet-1041	138	20	environmental	environmental	ADJ
cet-1041	138	21	protection	protection	NOUN
cet-1041	138	22	science	science	NOUN
cet-1041	138	23	,	,	PUNCT
cet-1041	138	24	(	(	PUNCT
cet-1041	138	25	2	2	NUM
cet-1041	138	26	)	)	PUNCT
cet-1041	138	27	,	,	PUNCT
cet-1041	138	28	65	65	NUM
cet-1041	138	29	-	-	SYM
cet-1041	138	30	67	67	NUM
cet-1041	138	31	.	.	PUNCT
cet-1041	139	1	qi	qi	PROPN
cet-1041	139	2	g.q	g.q	PROPN
cet-1041	139	3	.	.	PROPN
cet-1041	139	4	,	,	PUNCT
cet-1041	139	5	liu	liu	PROPN
cet-1041	139	6	z.w	z.w	PROPN
cet-1041	139	7	.	.	PROPN
cet-1041	139	8	,	,	PUNCT
cet-1041	139	9	cui	cui	PROPN
cet-1041	139	10	l.f	l.f	PROPN
cet-1041	139	11	.	.	PROPN
cet-1041	139	12	,	,	PUNCT
cet-1041	139	13	2004	2004	NUM
cet-1041	139	14	,	,	PUNCT
cet-1041	139	15	the	the	DET
cet-1041	139	16	soft	soft	ADJ
cet-1041	139	17	measuring	measuring	NOUN
cet-1041	139	18	method	method	NOUN
cet-1041	139	19	based	base	VERB
cet-1041	139	20	on	on	ADP
cet-1041	139	21	rbf	rbf	PROPN
cet-1041	139	22	neural	neural	ADJ
cet-1041	139	23	network	network	NOUN
cet-1041	139	24	for	for	ADP
cet-1041	139	25	municipal	municipal	ADJ
cet-1041	139	26	wastewater	wastewater	NOUN
cet-1041	139	27	treatment	treatment	NOUN
cet-1041	139	28	,	,	PUNCT
cet-1041	139	29	journal	journal	NOUN
cet-1041	139	30	of	of	ADP
cet-1041	139	31	beijing	beijing	PROPN
cet-1041	139	32	technology	technology	PROPN
cet-1041	139	33	and	and	CCONJ
cet-1041	139	34	business	business	NOUN
cet-1041	139	35	university	university	NOUN
cet-1041	139	36	(	(	PUNCT
cet-1041	139	37	natural	natural	ADJ
cet-1041	139	38	science	science	NOUN
cet-1041	139	39	edition	edition	NOUN
cet-1041	139	40	)	)	PUNCT
cet-1041	139	41	,	,	PUNCT
cet-1041	139	42	22(3	22(3	NUM
cet-1041	139	43	)	)	PUNCT
cet-1041	139	44	,	,	PUNCT
cet-1041	139	45	36	36	NUM
cet-1041	139	46	-	-	SYM
cet-1041	139	47	38	38	NUM
cet-1041	139	48	,	,	PUNCT
cet-1041	139	49	doi	doi	NOUN
cet-1041	139	50	:	:	PUNCT
cet-1041	139	51	10.3969	10.3969	NUM
cet-1041	139	52	/	/	SYM
cet-1041	139	53	j.issn.1671	j.issn.1671	NOUN
cet-1041	139	54	-	-	PUNCT
cet-1041	139	55	1513	1513	NUM
cet-1041	139	56	.	.	PUNCT
cet-1041	140	1	2004	2004	NUM
cet-1041	140	2	.	.	PUNCT
cet-1041	141	1	03	03	NUM
cet-1041	141	2	.	.	PUNCT
cet-1041	142	1	010	010	NUM
cet-1041	143	1	qiao	qiao	PROPN
cet-1041	143	2	j.f	j.f	PROPN
cet-1041	143	3	.	.	PROPN
cet-1041	143	4	,	,	PUNCT
cet-1041	143	5	li	li	PROPN
cet-1041	143	6	w.	w.	PROPN
cet-1041	143	7	,	,	PUNCT
cet-1041	143	8	han	han	PROPN
cet-1041	143	9	h.g	h.g	PROPN
cet-1041	143	10	.	.	PROPN
cet-1041	143	11	,	,	PUNCT
cet-1041	143	12	2014	2014	NUM
cet-1041	143	13	,	,	PUNCT
cet-1041	143	14	soft	soft	ADJ
cet-1041	143	15	computing	computing	NOUN
cet-1041	143	16	of	of	ADP
cet-1041	143	17	biochemical	biochemical	ADJ
cet-1041	143	18	oxygen	oxygen	NOUN
cet-1041	143	19	demand	demand	NOUN
cet-1041	143	20	using	use	VERB
cet-1041	143	21	an	an	DET
cet-1041	143	22	improved	improved	ADJ
cet-1041	143	23	t	t	PROPN
cet-1041	143	24	-	-	PUNCT
cet-1041	143	25	s	s	PART
cet-1041	143	26	fuzzy	fuzzy	ADJ
cet-1041	143	27	neural	neural	ADJ
cet-1041	143	28	network	network	NOUN
cet-1041	143	29	,	,	PUNCT
cet-1041	143	30	chinese	chinese	ADJ
cet-1041	143	31	journal	journal	PROPN
cet-1041	143	32	of	of	ADP
cet-1041	143	33	chemical	chemical	PROPN
cet-1041	143	34	engineering	engineering	NOUN
cet-1041	143	35	,	,	PUNCT
cet-1041	143	36	22(11	22(11	NUM
cet-1041	143	37	-	-	SYM
cet-1041	143	38	12	12	NUM
cet-1041	143	39	)	)	PUNCT
cet-1041	143	40	,	,	PUNCT
cet-1041	143	41	1254	1254	NUM
cet-1041	143	42	-	-	SYM
cet-1041	143	43	1259	1259	NUM
cet-1041	143	44	,	,	PUNCT
cet-1041	143	45	doi	doi	NOUN
cet-1041	143	46	:	:	PUNCT
cet-1041	143	47	10.1016	10.1016	NUM
cet-1041	143	48	/	/	SYM
cet-1041	143	49	j.	j.	PROPN
cet-1041	143	50	cjche	cjche	PROPN
cet-1041	143	51	.	.	PUNCT
cet-1041	144	1	09.023	09.023	NUM
cet-1041	144	2	tian	tian	PROPN
cet-1041	144	3	y.	y.	PROPN
cet-1041	144	4	,	,	PUNCT
cet-1041	144	5	wang	wang	PROPN
cet-1041	144	6	b.z	b.z	PROPN
cet-1041	144	7	.	.	PROPN
cet-1041	144	8	,	,	PUNCT
cet-1041	144	9	zhou	zhou	PROPN
cet-1041	144	10	d.	d.	PROPN
cet-1041	144	11	,	,	PUNCT
cet-1041	144	12	1998	1998	NUM
cet-1041	144	13	,	,	PUNCT
cet-1041	144	14	modeling	model	VERB
cet-1041	144	15	research	research	NOUN
cet-1041	144	16	of	of	ADP
cet-1041	144	17	ozone	ozone	NOUN
cet-1041	144	18	biological	biological	ADJ
cet-1041	144	19	activated	activate	VERB
cet-1041	144	20	carbon	carbon	NOUN
cet-1041	144	21	system	system	NOUN
cet-1041	144	22	based	base	VERB
cet-1041	144	23	on	on	ADP
cet-1041	144	24	bp	bp	PROPN
cet-1041	144	25	artificial	artificial	ADJ
cet-1041	144	26	neural	neural	ADJ
cet-1041	144	27	network	network	NOUN
cet-1041	144	28	,	,	PUNCT
cet-1041	144	29	china	china	PROPN
cet-1041	144	30	water	water	PROPN
cet-1041	144	31	supply	supply	NOUN
cet-1041	144	32	and	and	CCONJ
cet-1041	144	33	drainage	drainage	NOUN
cet-1041	144	34	,	,	PUNCT
cet-1041	144	35	14	14	NUM
cet-1041	144	36	(	(	PUNCT
cet-1041	144	37	3	3	NUM
cet-1041	144	38	)	)	PUNCT
cet-1041	144	39	,	,	PUNCT
cet-1041	144	40	24	24	NUM
cet-1041	144	41	-	-	SYM
cet-1041	144	42	27	27	NUM
cet-1041	144	43	.	.	PUNCT
cet-1041	145	1	tian	tian	PROPN
cet-1041	145	2	y.	y.	PROPN
cet-1041	145	3	,	,	PUNCT
cet-1041	145	4	wang	wang	PROPN
cet-1041	145	5	b.z	b.z	PROPN
cet-1041	145	6	.	.	PROPN
cet-1041	145	7	,	,	PUNCT
cet-1041	145	8	zhou	zhou	PROPN
cet-1041	145	9	d.	d.	PROPN
cet-1041	145	10	,	,	PUNCT
cet-1041	145	11	1998	1998	NUM
cet-1041	145	12	,	,	PUNCT
cet-1041	145	13	comparison	comparison	NOUN
cet-1041	145	14	of	of	ADP
cet-1041	145	15	bp	bp	PROPN
cet-1041	145	16	and	and	CCONJ
cet-1041	145	17	rbp	rbp	PROPN
cet-1041	145	18	artificial	artificial	ADJ
cet-1041	145	19	neural	neural	ADJ
cet-1041	145	20	networks	network	NOUN
cet-1041	145	21	for	for	ADP
cet-1041	145	22	ozone	ozone	NOUN
cet-1041	145	23	biological	biological	ADJ
cet-1041	145	24	activated	activate	VERB
cet-1041	145	25	carbon	carbon	NOUN
cet-1041	145	26	water	water	NOUN
cet-1041	145	27	treatment	treatment	NOUN
cet-1041	145	28	system	system	NOUN
cet-1041	145	29	modelling	modelling	NOUN
cet-1041	145	30	,	,	PUNCT
cet-1041	145	31	china	china	PROPN
cet-1041	145	32	environmental	environmental	PROPN
cet-1041	145	33	science	science	PROPN
cet-1041	145	34	,	,	PUNCT
cet-1041	145	35	18(5	18(5	NUM
cet-1041	145	36	)	)	PUNCT
cet-1041	145	37	,	,	PUNCT
cet-1041	145	38	394	394	NUM
cet-1041	145	39	-	-	SYM
cet-1041	145	40	397	397	NUM
cet-1041	145	41	.	.	PUNCT
cet-1041	146	1	tian	tian	PROPN
cet-1041	146	2	z.	z.	PROPN
cet-1041	146	3	y.	y.	PROPN
cet-1041	146	4	,	,	PUNCT
cet-1041	146	5	li	li	PROPN
cet-1041	146	6	d.	d.	PROPN
cet-1041	146	7	,	,	PUNCT
cet-1041	146	8	zhang	zhang	PROPN
cet-1041	146	9	j.	j.	PROPN
cet-1041	146	10	,	,	PUNCT
cet-1041	146	11	2009	2009	NUM
cet-1041	146	12	,	,	PUNCT
cet-1041	146	13	relationship	relationship	NOUN
cet-1041	146	14	between	between	ADP
cet-1041	146	15	cod	cod	NOUN
cet-1041	146	16	and	and	CCONJ
cet-1041	146	17	ph	ph	ADJ
cet-1041	146	18	and	and	CCONJ
cet-1041	146	19	substrate	substrate	NOUN
cet-1041	146	20	concentration	concentration	NOUN
cet-1041	146	21	during	during	ADP
cet-1041	146	22	anaerobic	anaerobic	ADJ
cet-1041	146	23	ammonium	ammonium	NOUN
cet-1041	146	24	oxidation	oxidation	NOUN
cet-1041	146	25	,	,	PUNCT
cet-1041	146	26	environmental	environmental	ADJ
cet-1041	146	27	science	science	NOUN
cet-1041	146	28	,	,	PUNCT
cet-1041	146	29	30(11	30(11	NUM
cet-1041	146	30	)	)	PUNCT
cet-1041	146	31	,	,	PUNCT
cet-1041	146	32	3342	3342	NUM
cet-1041	146	33	-	-	SYM
cet-1041	146	34	3346	3346	NUM
cet-1041	146	35	.	.	PUNCT
cet-1041	147	1	1458	1458	NUM