id	sid	tid	token	lemma	pos
asir-56701	1	1	applied	apply	VERB
asir-56701	1	2	science	science	NOUN
asir-56701	1	3	and	and	CCONJ
asir-56701	1	4	innovative	innovative	ADJ
asir-56701	1	5	research	research	NOUN
asir-56701	1	6	issn	issn	VERB
asir-56701	1	7	2474	2474	NUM
asir-56701	1	8	-	-	SYM
asir-56701	1	9	4972	4972	NUM
asir-56701	1	10	(	(	PUNCT
asir-56701	1	11	print	print	NOUN
asir-56701	1	12	)	)	PUNCT
asir-56701	1	13	issn	issn	VERB
asir-56701	1	14	2474	2474	NUM
asir-56701	1	15	-	-	SYM
asir-56701	1	16	4980	4980	NUM
asir-56701	1	17	(	(	PUNCT
asir-56701	1	18	online	online	ADJ
asir-56701	1	19	)	)	PUNCT
asir-56701	1	20	vol	vol	NOUN
asir-56701	1	21	.	.	NOUN
asir-56701	2	1	9	9	NUM
asir-56701	2	2	,	,	PUNCT
asir-56701	2	3	no	no	INTJ
asir-56701	2	4	.	.	NOUN
asir-56701	2	5	4	4	NUM
asir-56701	2	6	,	,	PUNCT
asir-56701	2	7	2025	2025	NUM
asir-56701	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56701	2	9	57	57	NUM
asir-56701	2	10	original	original	ADJ
asir-56701	2	11	paper	paper	NOUN
asir-56701	2	12	the	the	DET
asir-56701	2	13	application	application	NOUN
asir-56701	2	14	of	of	ADP
asir-56701	2	15	ai	ai	NOUN
asir-56701	2	16	in	in	ADP
asir-56701	2	17	smart	smart	ADJ
asir-56701	2	18	bridges	bridge	NOUN
asir-56701	2	19	shouling	shoule	VERB
asir-56701	2	20	luan1	luan1	NOUN
asir-56701	2	21	,	,	PUNCT
asir-56701	2	22	huanrong	huanrong	PROPN
asir-56701	2	23	zhang1	zhang1	PROPN
asir-56701	2	24	,	,	PUNCT
asir-56701	2	25	aihong	aihong	ADJ
asir-56701	2	26	qin1	qin1	PROPN
asir-56701	2	27	,	,	PUNCT
asir-56701	2	28	sai	sai	PROPN
asir-56701	2	29	zhang1	zhang1	PROPN
asir-56701	2	30	,	,	PUNCT
asir-56701	2	31	linlin	linlin	PROPN
asir-56701	2	32	ma1	ma1	PROPN
asir-56701	2	33	&	&	CCONJ
asir-56701	2	34	liya	liya	PROPN
asir-56701	2	35	han1	han1	PROPN
asir-56701	2	36	1	1	NUM
asir-56701	2	37	qingdao	qingdao	PROPN
asir-56701	2	38	city	city	PROPN
asir-56701	2	39	university	university	PROPN
asir-56701	2	40	,	,	PUNCT
asir-56701	2	41	qingdao	qingdao	PROPN
asir-56701	2	42	,	,	PUNCT
asir-56701	2	43	china	china	PROPN
asir-56701	2	44	received	receive	VERB
asir-56701	2	45	:	:	PUNCT
asir-56701	2	46	september	september	PROPN
asir-56701	2	47	28	28	NUM
asir-56701	2	48	,	,	PUNCT
asir-56701	2	49	2025	2025	NUM
asir-56701	2	50	accepted	accept	VERB
asir-56701	2	51	:	:	PUNCT
asir-56701	2	52	october	october	PROPN
asir-56701	2	53	29	29	NUM
asir-56701	2	54	,	,	PUNCT
asir-56701	2	55	2025	2025	NUM
asir-56701	2	56	online	online	ADV
asir-56701	2	57	published	publish	VERB
asir-56701	2	58	:	:	PUNCT
asir-56701	2	59	november	november	PROPN
asir-56701	2	60	6	6	NUM
asir-56701	2	61	,	,	PUNCT
asir-56701	2	62	2025	2025	NUM
asir-56701	2	63	doi:10.22158	doi:10.22158	NOUN
asir-56701	2	64	/	/	SYM
asir-56701	2	65	asir.v9n4p57	asir.v9n4p57	NOUN
asir-56701	2	66	url	url	NOUN
asir-56701	2	67	:	:	PUNCT
asir-56701	2	68	http://doi.org/10.22158/asir.v9n4p57	http://doi.org/10.22158/asir.v9n4p57	VERB
asir-56701	2	69	abstract	abstract	ADJ
asir-56701	2	70	with	with	ADP
asir-56701	2	71	the	the	DET
asir-56701	2	72	in	in	ADP
asir-56701	2	73	-	-	PUNCT
asir-56701	2	74	depth	depth	NOUN
asir-56701	2	75	implementation	implementation	NOUN
asir-56701	2	76	of	of	ADP
asir-56701	2	77	the	the	DET
asir-56701	2	78	"	"	PUNCT
asir-56701	2	79	transportation	transportation	NOUN
asir-56701	2	80	power	power	NOUN
asir-56701	2	81	"	"	PUNCT
asir-56701	2	82	strategy	strategy	NOUN
asir-56701	2	83	and	and	CCONJ
asir-56701	2	84	the	the	DET
asir-56701	2	85	explosive	explosive	ADJ
asir-56701	2	86	development	development	NOUN
asir-56701	2	87	of	of	ADP
asir-56701	2	88	artificial	artificial	ADJ
asir-56701	2	89	intelligence	intelligence	NOUN
asir-56701	2	90	(	(	PUNCT
asir-56701	2	91	ai	ai	NOUN
asir-56701	2	92	)	)	PUNCT
asir-56701	2	93	technology	technology	NOUN
asir-56701	2	94	,	,	PUNCT
asir-56701	2	95	smart	smart	ADJ
asir-56701	2	96	bridges	bridge	NOUN
asir-56701	2	97	,	,	PUNCT
asir-56701	2	98	as	as	ADP
asir-56701	2	99	the	the	DET
asir-56701	2	100	core	core	NOUN
asir-56701	2	101	carrier	carrier	NOUN
asir-56701	2	102	for	for	ADP
asir-56701	2	103	the	the	DET
asir-56701	2	104	intelligent	intelligent	ADJ
asir-56701	2	105	upgrading	upgrading	NOUN
asir-56701	2	106	of	of	ADP
asir-56701	2	107	transportation	transportation	NOUN
asir-56701	2	108	infrastructure	infrastructure	NOUN
asir-56701	2	109	,	,	PUNCT
asir-56701	2	110	are	be	AUX
asir-56701	2	111	undergoing	undergo	VERB
asir-56701	2	112	a	a	DET
asir-56701	2	113	paradigm	paradigm	NOUN
asir-56701	2	114	shift	shift	NOUN
asir-56701	2	115	from	from	ADP
asir-56701	2	116	traditional	traditional	ADJ
asir-56701	2	117	engineering	engineering	NOUN
asir-56701	2	118	models	model	NOUN
asir-56701	2	119	to	to	ADP
asir-56701	2	120	"	"	PUNCT
asir-56701	2	121	data	data	NOUN
asir-56701	2	122	-	-	PUNCT
asir-56701	2	123	driven	drive	VERB
asir-56701	2	124	+	+	CCONJ
asir-56701	2	125	intelligent	intelligent	ADJ
asir-56701	2	126	decision	decision	NOUN
asir-56701	2	127	-	-	PUNCT
asir-56701	2	128	making	making	NOUN
asir-56701	2	129	"	"	PUNCT
asir-56701	2	130	.	.	PUNCT
asir-56701	3	1	this	this	DET
asir-56701	3	2	paper	paper	NOUN
asir-56701	3	3	systematically	systematically	ADV
asir-56701	3	4	expounds	expound	VERB
asir-56701	3	5	on	on	ADP
asir-56701	3	6	the	the	DET
asir-56701	3	7	application	application	NOUN
asir-56701	3	8	foundation	foundation	NOUN
asir-56701	3	9	of	of	ADP
asir-56701	3	10	ai	ai	PRON
asir-56701	3	11	technology	technology	NOUN
asir-56701	3	12	in	in	ADP
asir-56701	3	13	the	the	DET
asir-56701	3	14	field	field	NOUN
asir-56701	3	15	of	of	ADP
asir-56701	3	16	smart	smart	ADJ
asir-56701	3	17	bridges	bridge	NOUN
asir-56701	3	18	,	,	PUNCT
asir-56701	3	19	analyzes	analyze	VERB
asir-56701	3	20	four	four	NUM
asir-56701	3	21	full	full	ADJ
asir-56701	3	22	-	-	PUNCT
asir-56701	3	23	life	life	NOUN
asir-56701	3	24	-	-	PUNCT
asir-56701	3	25	cycle	cycle	NOUN
asir-56701	3	26	scenarios	scenario	NOUN
asir-56701	3	27	including	include	VERB
asir-56701	3	28	design	design	NOUN
asir-56701	3	29	,	,	PUNCT
asir-56701	3	30	construction	construction	NOUN
asir-56701	3	31	,	,	PUNCT
asir-56701	3	32	operation	operation	NOUN
asir-56701	3	33	and	and	CCONJ
asir-56701	3	34	maintenance	maintenance	NOUN
asir-56701	3	35	,	,	PUNCT
asir-56701	3	36	and	and	CCONJ
asir-56701	3	37	disaster	disaster	NOUN
asir-56701	3	38	emergency	emergency	NOUN
asir-56701	3	39	response	response	NOUN
asir-56701	3	40	.	.	PUNCT
asir-56701	4	1	combined	combine	VERB
asir-56701	4	2	with	with	ADP
asir-56701	4	3	typical	typical	ADJ
asir-56701	4	4	cases	case	NOUN
asir-56701	4	5	such	such	ADJ
asir-56701	4	6	as	as	ADP
asir-56701	4	7	the	the	DET
asir-56701	4	8	ai	ai	ADJ
asir-56701	4	9	-	-	PUNCT
asir-56701	4	10	assisted	assist	VERB
asir-56701	4	11	beam	beam	NOUN
asir-56701	4	12	replacement	replacement	NOUN
asir-56701	4	13	project	project	NOUN
asir-56701	4	14	at	at	ADP
asir-56701	4	15	keqiao	keqiao	NOUN
asir-56701	4	16	station	station	NOUN
asir-56701	4	17	of	of	ADP
asir-56701	4	18	shaoxing	shaoxing	PROPN
asir-56701	4	19	intercity	intercity	PROPN
asir-56701	4	20	railway	railway	NOUN
asir-56701	4	21	,	,	PUNCT
asir-56701	4	22	it	it	PRON
asir-56701	4	23	reveals	reveal	VERB
asir-56701	4	24	the	the	DET
asir-56701	4	25	core	core	NOUN
asir-56701	4	26	value	value	NOUN
asir-56701	4	27	of	of	ADP
asir-56701	4	28	ai	ai	PRON
asir-56701	4	29	technology	technology	NOUN
asir-56701	4	30	in	in	ADP
asir-56701	4	31	improving	improve	VERB
asir-56701	4	32	the	the	DET
asir-56701	4	33	accuracy	accuracy	NOUN
asir-56701	4	34	,	,	PUNCT
asir-56701	4	35	efficiency	efficiency	NOUN
asir-56701	4	36	and	and	CCONJ
asir-56701	4	37	safety	safety	NOUN
asir-56701	4	38	of	of	ADP
asir-56701	4	39	bridge	bridge	NOUN
asir-56701	4	40	engineering	engineering	NOUN
asir-56701	4	41	.	.	PUNCT
asir-56701	5	1	meanwhile	meanwhile	ADV
asir-56701	5	2	,	,	PUNCT
asir-56701	5	3	it	it	PRON
asir-56701	5	4	analyzes	analyze	VERB
asir-56701	5	5	current	current	ADJ
asir-56701	5	6	challenges	challenge	NOUN
asir-56701	5	7	in	in	ADP
asir-56701	5	8	technology	technology	NOUN
asir-56701	5	9	application	application	NOUN
asir-56701	5	10	such	such	ADJ
asir-56701	5	11	as	as	ADP
asir-56701	5	12	data	datum	NOUN
asir-56701	5	13	silos	silo	NOUN
asir-56701	5	14	and	and	CCONJ
asir-56701	5	15	algorithm	algorithm	NOUN
asir-56701	5	16	reliability	reliability	NOUN
asir-56701	5	17	,	,	PUNCT
asir-56701	5	18	and	and	CCONJ
asir-56701	5	19	looks	look	VERB
asir-56701	5	20	forward	forward	ADV
asir-56701	5	21	to	to	ADP
asir-56701	5	22	the	the	DET
asir-56701	5	23	development	development	NOUN
asir-56701	5	24	direction	direction	NOUN
asir-56701	5	25	of	of	ADP
asir-56701	5	26	in	in	ADP
asir-56701	5	27	-	-	PUNCT
asir-56701	5	28	depth	depth	NOUN
asir-56701	5	29	integration	integration	NOUN
asir-56701	5	30	of	of	ADP
asir-56701	5	31	multimodal	multimodal	ADJ
asir-56701	5	32	large	large	ADJ
asir-56701	5	33	models	model	NOUN
asir-56701	5	34	and	and	CCONJ
asir-56701	5	35	digital	digital	ADJ
asir-56701	5	36	twins	twin	NOUN
asir-56701	5	37	,	,	PUNCT
asir-56701	5	38	providing	provide	VERB
asir-56701	5	39	references	reference	NOUN
asir-56701	5	40	for	for	ADP
asir-56701	5	41	technological	technological	ADJ
asir-56701	5	42	innovation	innovation	NOUN
asir-56701	5	43	and	and	CCONJ
asir-56701	5	44	engineering	engineering	NOUN
asir-56701	5	45	practice	practice	NOUN
asir-56701	5	46	of	of	ADP
asir-56701	5	47	smart	smart	ADJ
asir-56701	5	48	bridges	bridge	NOUN
asir-56701	5	49	.	.	PUNCT
asir-56701	6	1	keywords	keyword	VERB
asir-56701	6	2	artificial	artificial	ADJ
asir-56701	6	3	intelligence	intelligence	NOUN
asir-56701	6	4	,	,	PUNCT
asir-56701	6	5	smart	smart	ADJ
asir-56701	6	6	bridges	bridge	NOUN
asir-56701	6	7	,	,	PUNCT
asir-56701	6	8	full	full	ADJ
asir-56701	6	9	-	-	PUNCT
asir-56701	6	10	life	life	NOUN
asir-56701	6	11	-	-	PUNCT
asir-56701	6	12	cycle	cycle	NOUN
asir-56701	6	13	management	management	NOUN
asir-56701	6	14	,	,	PUNCT
asir-56701	6	15	digital	digital	ADJ
asir-56701	6	16	twins	twin	NOUN
asir-56701	6	17	,	,	PUNCT
asir-56701	6	18	structural	structural	ADJ
asir-56701	6	19	health	health	NOUN
asir-56701	6	20	monitoring	monitoring	NOUN
asir-56701	6	21	1	1	NUM
asir-56701	6	22	.	.	PUNCT
asir-56701	7	1	introduction	introduction	NOUN
asir-56701	7	2	1.1	1.1	NUM
asir-56701	7	3	research	research	NOUN
asir-56701	7	4	background	background	NOUN
asir-56701	7	5	as	as	ADP
asir-56701	7	6	a	a	DET
asir-56701	7	7	hub	hub	NOUN
asir-56701	7	8	project	project	NOUN
asir-56701	7	9	of	of	ADP
asir-56701	7	10	the	the	DET
asir-56701	7	11	transportation	transportation	NOUN
asir-56701	7	12	lifeline	lifeline	NOUN
asir-56701	7	13	network	network	NOUN
asir-56701	7	14	,	,	PUNCT
asir-56701	7	15	the	the	DET
asir-56701	7	16	construction	construction	NOUN
asir-56701	7	17	and	and	CCONJ
asir-56701	7	18	operation	operation	NOUN
asir-56701	7	19	&	&	CCONJ
asir-56701	7	20	maintenance	maintenance	NOUN
asir-56701	7	21	level	level	NOUN
asir-56701	7	22	of	of	ADP
asir-56701	7	23	bridges	bridge	NOUN
asir-56701	7	24	is	be	AUX
asir-56701	7	25	directly	directly	ADV
asir-56701	7	26	related	relate	VERB
asir-56701	7	27	to	to	ADP
asir-56701	7	28	regional	regional	ADJ
asir-56701	7	29	economic	economic	ADJ
asir-56701	7	30	resilience	resilience	NOUN
asir-56701	7	31	and	and	CCONJ
asir-56701	7	32	public	public	ADJ
asir-56701	7	33	safety	safety	NOUN
asir-56701	7	34	.	.	PUNCT
asir-56701	8	1	by	by	ADP
asir-56701	8	2	2024	2024	NUM
asir-56701	8	3	,	,	PUNCT
asir-56701	8	4	the	the	DET
asir-56701	8	5	total	total	ADJ
asir-56701	8	6	number	number	NOUN
asir-56701	8	7	of	of	ADP
asir-56701	8	8	modern	modern	ADJ
asir-56701	8	9	bridges	bridge	NOUN
asir-56701	8	10	in	in	ADP
asir-56701	8	11	china	china	PROPN
asir-56701	8	12	has	have	AUX
asir-56701	8	13	reached	reach	VERB
asir-56701	8	14	860,000	860,000	NUM
asir-56701	8	15	,	,	PUNCT
asir-56701	8	16	including	include	VERB
asir-56701	8	17	800,000	800,000	NUM
asir-56701	8	18	highway	highway	NOUN
asir-56701	8	19	bridges	bridge	NOUN
asir-56701	8	20	and	and	CCONJ
asir-56701	8	21	60,000	60,000	NUM
asir-56701	8	22	railway	railway	NOUN
asir-56701	8	23	bridges	bridge	NOUN
asir-56701	8	24	,	,	PUNCT
asir-56701	8	25	ranking	rank	VERB
asir-56701	8	26	first	first	ADV
asir-56701	8	27	in	in	ADP
asir-56701	8	28	the	the	DET
asir-56701	8	29	world	world	NOUN
asir-56701	8	30	in	in	ADP
asir-56701	8	31	scale	scale	NOUN
asir-56701	8	32	.	.	PUNCT
asir-56701	9	1	however	however	ADV
asir-56701	9	2	,	,	PUNCT
asir-56701	9	3	the	the	DET
asir-56701	9	4	traditional	traditional	ADJ
asir-56701	9	5	bridge	bridge	NOUN
asir-56701	9	6	engineering	engineering	NOUN
asir-56701	9	7	model	model	NOUN
asir-56701	9	8	gradually	gradually	ADV
asir-56701	9	9	shows	show	VERB
asir-56701	9	10	limitations	limitation	NOUN
asir-56701	9	11	in	in	ADP
asir-56701	9	12	addressing	address	VERB
asir-56701	9	13	issues	issue	NOUN
asir-56701	9	14	such	such	ADJ
asir-56701	9	15	as	as	ADP
asir-56701	9	16	complex	complex	ADJ
asir-56701	9	17	environments	environment	NOUN
asir-56701	9	18	,	,	PUNCT
asir-56701	9	19	nonlinear	nonlinear	ADJ
asir-56701	9	20	structural	structural	ADJ
asir-56701	9	21	responses	response	NOUN
asir-56701	9	22	,	,	PUNCT
asir-56701	9	23	and	and	CCONJ
asir-56701	9	24	full	full	ADJ
asir-56701	9	25	-	-	PUNCT
asir-56701	9	26	life	life	NOUN
asir-56701	9	27	-	-	PUNCT
asir-56701	9	28	cycle	cycle	NOUN
asir-56701	9	29	management	management	NOUN
asir-56701	9	30	:	:	PUNCT
asir-56701	9	31	the	the	DET
asir-56701	9	32	design	design	NOUN
asir-56701	9	33	stage	stage	NOUN
asir-56701	9	34	relies	rely	VERB
asir-56701	9	35	on	on	ADP
asir-56701	9	36	empirical	empirical	ADJ
asir-56701	9	37	formulas	formula	NOUN
asir-56701	9	38	leading	lead	VERB
asir-56701	9	39	to	to	ADP
asir-56701	9	40	insufficient	insufficient	ADJ
asir-56701	9	41	innovation	innovation	NOUN
asir-56701	9	42	;	;	PUNCT
asir-56701	9	43	the	the	DET
asir-56701	9	44	construction	construction	NOUN
asir-56701	9	45	stage	stage	NOUN
asir-56701	9	46	is	be	AUX
asir-56701	9	47	prone	prone	ADJ
asir-56701	9	48	to	to	ADP
asir-56701	9	49	quality	quality	NOUN
asir-56701	9	50	risks	risk	NOUN
asir-56701	9	51	due	due	ADJ
asir-56701	9	52	to	to	ADP
asir-56701	9	53	environmental	environmental	ADJ
asir-56701	9	54	interference	interference	NOUN
asir-56701	9	55	;	;	PUNCT
asir-56701	9	56	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56701	9	57	applied	apply	VERB
asir-56701	9	58	science	science	NOUN
asir-56701	9	59	and	and	CCONJ
asir-56701	9	60	innovative	innovative	ADJ
asir-56701	9	61	research	research	NOUN
asir-56701	9	62	vol	vol	NOUN
asir-56701	9	63	.	.	PUNCT
asir-56701	10	1	9	9	NUM
asir-56701	10	2	,	,	PUNCT
asir-56701	10	3	no	no	INTJ
asir-56701	10	4	.	.	NOUN
asir-56701	10	5	4	4	NUM
asir-56701	10	6	,	,	PUNCT
asir-56701	10	7	2025	2025	NUM
asir-56701	10	8	58	58	NUM
asir-56701	10	9	published	publish	VERB
asir-56701	10	10	by	by	ADP
asir-56701	10	11	scholink	scholink	PROPN
asir-56701	10	12	inc	inc	PROPN
asir-56701	10	13	.	.	PROPN
asir-56701	10	14	and	and	CCONJ
asir-56701	10	15	the	the	DET
asir-56701	10	16	discrete	discrete	ADJ
asir-56701	10	17	data	datum	NOUN
asir-56701	10	18	in	in	ADP
asir-56701	10	19	the	the	DET
asir-56701	10	20	operation	operation	NOUN
asir-56701	10	21	&	&	CCONJ
asir-56701	10	22	maintenance	maintenance	NOUN
asir-56701	10	23	stage	stage	NOUN
asir-56701	10	24	can	can	AUX
asir-56701	10	25	not	not	PART
asir-56701	10	26	support	support	VERB
asir-56701	10	27	accurate	accurate	ADJ
asir-56701	10	28	decision	decision	NOUN
asir-56701	10	29	-	-	PUNCT
asir-56701	10	30	making	making	NOUN
asir-56701	10	31	.	.	PUNCT
asir-56701	11	1	at	at	ADP
asir-56701	11	2	the	the	DET
asir-56701	11	3	same	same	ADJ
asir-56701	11	4	time	time	NOUN
asir-56701	11	5	,	,	PUNCT
asir-56701	11	6	the	the	DET
asir-56701	11	7	breakthrough	breakthrough	NOUN
asir-56701	11	8	development	development	NOUN
asir-56701	11	9	of	of	ADP
asir-56701	11	10	ai	ai	PROPN
asir-56701	11	11	technology	technology	NOUN
asir-56701	11	12	provides	provide	VERB
asir-56701	11	13	a	a	DET
asir-56701	11	14	new	new	ADJ
asir-56701	11	15	path	path	NOUN
asir-56701	11	16	to	to	PART
asir-56701	11	17	solve	solve	VERB
asir-56701	11	18	the	the	DET
asir-56701	11	19	above	above	ADJ
asir-56701	11	20	problems	problem	NOUN
asir-56701	11	21	.	.	PUNCT
asir-56701	12	1	the	the	DET
asir-56701	12	2	"	"	PUNCT
asir-56701	12	3	14th	14th	ADJ
asir-56701	12	4	five	five	NUM
asir-56701	12	5	-	-	PUNCT
asir-56701	12	6	year	year	NOUN
asir-56701	12	7	plan	plan	NOUN
asir-56701	12	8	for	for	ADP
asir-56701	12	9	national	national	ADJ
asir-56701	12	10	road	road	NOUN
asir-56701	12	11	traffic	traffic	NOUN
asir-56701	12	12	safety	safety	NOUN
asir-56701	12	13	"	"	PUNCT
asir-56701	12	14	issued	issue	VERB
asir-56701	12	15	by	by	ADP
asir-56701	12	16	the	the	DET
asir-56701	12	17	work	work	NOUN
asir-56701	12	18	safety	safety	PROPN
asir-56701	12	19	committee	committee	PROPN
asir-56701	12	20	of	of	ADP
asir-56701	12	21	the	the	DET
asir-56701	12	22	state	state	NOUN
asir-56701	12	23	council	council	PROPN
asir-56701	12	24	clearly	clearly	ADV
asir-56701	12	25	puts	put	VERB
asir-56701	12	26	forward	forward	ADV
asir-56701	12	27	the	the	DET
asir-56701	12	28	principle	principle	NOUN
asir-56701	12	29	of	of	ADP
asir-56701	12	30	"	"	PUNCT
asir-56701	12	31	technology	technology	NOUN
asir-56701	12	32	empowerment	empowerment	NOUN
asir-56701	12	33	and	and	CCONJ
asir-56701	12	34	intelligent	intelligent	ADJ
asir-56701	12	35	governance	governance	NOUN
asir-56701	12	36	"	"	PUNCT
asir-56701	12	37	,	,	PUNCT
asir-56701	12	38	requiring	require	VERB
asir-56701	12	39	the	the	DET
asir-56701	12	40	improvement	improvement	NOUN
asir-56701	12	41	of	of	ADP
asir-56701	12	42	the	the	DET
asir-56701	12	43	intelligent	intelligent	ADJ
asir-56701	12	44	level	level	NOUN
asir-56701	12	45	of	of	ADP
asir-56701	12	46	transportation	transportation	NOUN
asir-56701	12	47	infrastructure	infrastructure	NOUN
asir-56701	12	48	governance	governance	NOUN
asir-56701	12	49	.	.	PUNCT
asir-56701	13	1	the	the	DET
asir-56701	13	2	in	in	ADP
asir-56701	13	3	-	-	PUNCT
asir-56701	13	4	depth	depth	NOUN
asir-56701	13	5	integration	integration	NOUN
asir-56701	13	6	of	of	ADP
asir-56701	13	7	ai	ai	PROPN
asir-56701	13	8	technology	technology	NOUN
asir-56701	13	9	and	and	CCONJ
asir-56701	13	10	bridge	bridge	NOUN
asir-56701	13	11	engineering	engineering	NOUN
asir-56701	13	12	is	be	AUX
asir-56701	13	13	promoting	promote	VERB
asir-56701	13	14	smart	smart	ADJ
asir-56701	13	15	bridges	bridge	NOUN
asir-56701	13	16	to	to	PART
asir-56701	13	17	achieve	achieve	VERB
asir-56701	13	18	a	a	DET
asir-56701	13	19	leap	leap	NOUN
asir-56701	13	20	from	from	ADP
asir-56701	13	21	"	"	PUNCT
asir-56701	13	22	experience	experience	NOUN
asir-56701	13	23	-	-	PUNCT
asir-56701	13	24	dependent	dependent	ADJ
asir-56701	13	25	"	"	PUNCT
asir-56701	13	26	to	to	ADP
asir-56701	13	27	"	"	PUNCT
asir-56701	13	28	intelligence	intelligence	NOUN
asir-56701	13	29	-	-	PUNCT
asir-56701	13	30	driven	drive	VERB
asir-56701	13	31	"	"	PUNCT
asir-56701	13	32	,	,	PUNCT
asir-56701	13	33	becoming	become	VERB
asir-56701	13	34	a	a	DET
asir-56701	13	35	core	core	NOUN
asir-56701	13	36	support	support	NOUN
asir-56701	13	37	for	for	ADP
asir-56701	13	38	ensuring	ensure	VERB
asir-56701	13	39	the	the	DET
asir-56701	13	40	safe	safe	ADJ
asir-56701	13	41	and	and	CCONJ
asir-56701	13	42	efficient	efficient	ADJ
asir-56701	13	43	operation	operation	NOUN
asir-56701	13	44	of	of	ADP
asir-56701	13	45	transportation	transportation	NOUN
asir-56701	13	46	infrastructure	infrastructure	NOUN
asir-56701	13	47	.	.	PUNCT
asir-56701	14	1	1.2	1.2	NUM
asir-56701	14	2	research	research	NOUN
asir-56701	14	3	status	status	NOUN
asir-56701	14	4	and	and	CCONJ
asir-56701	14	5	significance	significance	NOUN
asir-56701	14	6	currently	currently	ADV
asir-56701	14	7	,	,	PUNCT
asir-56701	14	8	academic	academic	ADJ
asir-56701	14	9	and	and	CCONJ
asir-56701	14	10	engineering	engineering	NOUN
asir-56701	14	11	circles	circle	NOUN
asir-56701	14	12	at	at	ADP
asir-56701	14	13	home	home	ADV
asir-56701	14	14	and	and	CCONJ
asir-56701	14	15	abroad	abroad	ADV
asir-56701	14	16	have	have	AUX
asir-56701	14	17	carried	carry	VERB
asir-56701	14	18	out	out	ADP
asir-56701	14	19	diverse	diverse	ADJ
asir-56701	14	20	explorations	exploration	NOUN
asir-56701	14	21	on	on	ADP
asir-56701	14	22	the	the	DET
asir-56701	14	23	application	application	NOUN
asir-56701	14	24	of	of	ADP
asir-56701	14	25	ai	ai	NOUN
asir-56701	14	26	in	in	ADP
asir-56701	14	27	the	the	DET
asir-56701	14	28	bridge	bridge	NOUN
asir-56701	14	29	field	field	NOUN
asir-56701	14	30	.	.	PUNCT
asir-56701	15	1	*	*	PUNCT
asir-56701	15	2	china	china	PROPN
asir-56701	15	3	journal	journal	PROPN
asir-56701	15	4	of	of	ADP
asir-56701	15	5	highway	highway	NOUN
asir-56701	15	6	and	and	CCONJ
asir-56701	15	7	transport	transport	NOUN
asir-56701	15	8	*	*	PUNCT
asir-56701	15	9	has	have	AUX
asir-56701	15	10	set	set	VERB
asir-56701	15	11	up	up	ADP
asir-56701	15	12	a	a	DET
asir-56701	15	13	special	special	ADJ
asir-56701	15	14	column	column	NOUN
asir-56701	15	15	"	"	PUNCT
asir-56701	15	16	application	application	NOUN
asir-56701	15	17	of	of	ADP
asir-56701	15	18	artificial	artificial	ADJ
asir-56701	15	19	intelligence	intelligence	NOUN
asir-56701	15	20	in	in	ADP
asir-56701	15	21	bridge	bridge	PROPN
asir-56701	15	22	seismic	seismic	ADJ
asir-56701	15	23	resistance	resistance	NOUN
asir-56701	15	24	"	"	PUNCT
asir-56701	15	25	,	,	PUNCT
asir-56701	15	26	systematically	systematically	ADV
asir-56701	15	27	sorting	sort	VERB
asir-56701	15	28	out	out	ADP
asir-56701	15	29	the	the	DET
asir-56701	15	30	application	application	NOUN
asir-56701	15	31	achievements	achievement	NOUN
asir-56701	15	32	of	of	ADP
asir-56701	15	33	ai	ai	VERB
asir-56701	15	34	in	in	ADP
asir-56701	15	35	five	five	NUM
asir-56701	15	36	core	core	NOUN
asir-56701	15	37	scenarios	scenario	NOUN
asir-56701	15	38	such	such	ADJ
asir-56701	15	39	as	as	ADP
asir-56701	15	40	ground	ground	NOUN
asir-56701	15	41	motion	motion	NOUN
asir-56701	15	42	synthesis	synthesis	NOUN
asir-56701	15	43	and	and	CCONJ
asir-56701	15	44	response	response	NOUN
asir-56701	15	45	prediction	prediction	NOUN
asir-56701	15	46	.	.	PUNCT
asir-56701	16	1	in	in	ADP
asir-56701	16	2	engineering	engineering	NOUN
asir-56701	16	3	practice	practice	NOUN
asir-56701	16	4	,	,	PUNCT
asir-56701	16	5	ai	ai	VERB
asir-56701	16	6	technology	technology	NOUN
asir-56701	16	7	has	have	AUX
asir-56701	16	8	penetrated	penetrate	VERB
asir-56701	16	9	into	into	ADP
asir-56701	16	10	key	key	ADJ
asir-56701	16	11	links	link	NOUN
asir-56701	16	12	such	such	ADJ
asir-56701	16	13	as	as	ADP
asir-56701	16	14	bridge	bridge	NOUN
asir-56701	16	15	design	design	NOUN
asir-56701	16	16	optimization	optimization	NOUN
asir-56701	16	17	,	,	PUNCT
asir-56701	16	18	construction	construction	NOUN
asir-56701	16	19	control	control	NOUN
asir-56701	16	20	,	,	PUNCT
asir-56701	16	21	and	and	CCONJ
asir-56701	16	22	operation	operation	NOUN
asir-56701	16	23	&	&	CCONJ
asir-56701	16	24	maintenance	maintenance	NOUN
asir-56701	16	25	monitoring	monitoring	NOUN
asir-56701	16	26	.	.	PUNCT
asir-56701	17	1	the	the	DET
asir-56701	17	2	ai	ai	VERB
asir-56701	17	3	-	-	PUNCT
asir-56701	17	4	assisted	assist	VERB
asir-56701	17	5	beam	beam	NOUN
asir-56701	17	6	replacement	replacement	NOUN
asir-56701	17	7	project	project	NOUN
asir-56701	17	8	at	at	ADP
asir-56701	17	9	keqiao	keqiao	NOUN
asir-56701	17	10	station	station	NOUN
asir-56701	17	11	of	of	ADP
asir-56701	17	12	shaoxing	shaoxing	PROPN
asir-56701	17	13	intercity	intercity	PROPN
asir-56701	17	14	railway	railway	NOUN
asir-56701	17	15	has	have	AUX
asir-56701	17	16	achieved	achieve	VERB
asir-56701	17	17	a	a	DET
asir-56701	17	18	technological	technological	ADJ
asir-56701	17	19	breakthrough	breakthrough	NOUN
asir-56701	17	20	in	in	ADP
asir-56701	17	21	the	the	DET
asir-56701	17	22	reconstruction	reconstruction	NOUN
asir-56701	17	23	of	of	ADP
asir-56701	17	24	bridges	bridge	NOUN
asir-56701	17	25	on	on	ADP
asir-56701	17	26	operating	operating	NOUN
asir-56701	17	27	railways	railway	NOUN
asir-56701	17	28	.	.	PUNCT
asir-56701	18	1	this	this	DET
asir-56701	18	2	paper	paper	NOUN
asir-56701	18	3	systematically	systematically	ADV
asir-56701	18	4	integrates	integrate	VERB
asir-56701	18	5	the	the	DET
asir-56701	18	6	technical	technical	ADJ
asir-56701	18	7	application	application	NOUN
asir-56701	18	8	and	and	CCONJ
asir-56701	18	9	engineering	engineering	NOUN
asir-56701	18	10	practice	practice	NOUN
asir-56701	18	11	of	of	ADP
asir-56701	18	12	ai	ai	VERB
asir-56701	18	13	in	in	ADP
asir-56701	18	14	smart	smart	ADJ
asir-56701	18	15	bridges	bridge	NOUN
asir-56701	18	16	,	,	PUNCT
asir-56701	18	17	which	which	PRON
asir-56701	18	18	is	be	AUX
asir-56701	18	19	of	of	ADP
asir-56701	18	20	dual	dual	ADJ
asir-56701	18	21	significance	significance	NOUN
asir-56701	18	22	for	for	ADP
asir-56701	18	23	promoting	promote	VERB
asir-56701	18	24	the	the	DET
asir-56701	18	25	intelligent	intelligent	ADJ
asir-56701	18	26	upgrading	upgrading	NOUN
asir-56701	18	27	of	of	ADP
asir-56701	18	28	bridge	bridge	NOUN
asir-56701	18	29	engineering	engineering	NOUN
asir-56701	18	30	:	:	PUNCT
asir-56701	18	31	at	at	ADP
asir-56701	18	32	the	the	DET
asir-56701	18	33	theoretical	theoretical	ADJ
asir-56701	18	34	level	level	NOUN
asir-56701	18	35	,	,	PUNCT
asir-56701	18	36	it	it	PRON
asir-56701	18	37	constructs	construct	VERB
asir-56701	18	38	an	an	DET
asir-56701	18	39	application	application	NOUN
asir-56701	18	40	framework	framework	NOUN
asir-56701	18	41	for	for	ADP
asir-56701	18	42	the	the	DET
asir-56701	18	43	cross	cross	NOUN
asir-56701	18	44	-	-	NOUN
asir-56701	18	45	integration	integration	NOUN
asir-56701	18	46	of	of	ADP
asir-56701	18	47	ai	ai	NOUN
asir-56701	18	48	and	and	CCONJ
asir-56701	18	49	bridge	bridge	PROPN
asir-56701	18	50	engineering	engineering	NOUN
asir-56701	18	51	,	,	PUNCT
asir-56701	18	52	enriching	enrich	VERB
asir-56701	18	53	the	the	DET
asir-56701	18	54	theoretical	theoretical	ADJ
asir-56701	18	55	system	system	NOUN
asir-56701	18	56	of	of	ADP
asir-56701	18	57	smart	smart	ADJ
asir-56701	18	58	transportation	transportation	NOUN
asir-56701	18	59	infrastructure	infrastructure	NOUN
asir-56701	18	60	;	;	PUNCT
asir-56701	18	61	at	at	ADP
asir-56701	18	62	the	the	DET
asir-56701	18	63	practical	practical	ADJ
asir-56701	18	64	level	level	NOUN
asir-56701	18	65	,	,	PUNCT
asir-56701	18	66	it	it	PRON
asir-56701	18	67	provides	provide	VERB
asir-56701	18	68	a	a	DET
asir-56701	18	69	reference	reference	NOUN
asir-56701	18	70	implementation	implementation	NOUN
asir-56701	18	71	path	path	NOUN
asir-56701	18	72	for	for	ADP
asir-56701	18	73	engineers	engineer	NOUN
asir-56701	18	74	through	through	ADP
asir-56701	18	75	the	the	DET
asir-56701	18	76	analysis	analysis	NOUN
asir-56701	18	77	of	of	ADP
asir-56701	18	78	typical	typical	ADJ
asir-56701	18	79	cases	case	NOUN
asir-56701	18	80	,	,	PUNCT
asir-56701	18	81	facilitating	facilitate	VERB
asir-56701	18	82	the	the	DET
asir-56701	18	83	implementation	implementation	NOUN
asir-56701	18	84	of	of	ADP
asir-56701	18	85	the	the	DET
asir-56701	18	86	"	"	PUNCT
asir-56701	18	87	transportation	transportation	NOUN
asir-56701	18	88	power	power	NOUN
asir-56701	18	89	"	"	PUNCT
asir-56701	18	90	strategy	strategy	NOUN
asir-56701	18	91	.	.	PUNCT
asir-56701	19	1	2	2	X
asir-56701	19	2	.	.	X
asir-56701	19	3	core	core	PROPN
asir-56701	19	4	technical	technical	PROPN
asir-56701	19	5	foundation	foundation	PROPN
asir-56701	19	6	of	of	ADP
asir-56701	19	7	ai	ai	VERB
asir-56701	19	8	in	in	ADP
asir-56701	19	9	smart	smart	ADJ
asir-56701	19	10	bridges	bridge	NOUN
asir-56701	19	11	the	the	DET
asir-56701	19	12	application	application	NOUN
asir-56701	19	13	of	of	ADP
asir-56701	19	14	ai	ai	PRON
asir-56701	19	15	technology	technology	NOUN
asir-56701	19	16	in	in	ADP
asir-56701	19	17	smart	smart	ADJ
asir-56701	19	18	bridges	bridge	NOUN
asir-56701	19	19	is	be	AUX
asir-56701	19	20	supported	support	VERB
asir-56701	19	21	by	by	ADP
asir-56701	19	22	the	the	DET
asir-56701	19	23	integration	integration	NOUN
asir-56701	19	24	of	of	ADP
asir-56701	19	25	multidisciplinary	multidisciplinary	ADJ
asir-56701	19	26	technologies	technology	NOUN
asir-56701	19	27	,	,	PUNCT
asir-56701	19	28	forming	form	VERB
asir-56701	19	29	a	a	DET
asir-56701	19	30	complete	complete	ADJ
asir-56701	19	31	technical	technical	ADJ
asir-56701	19	32	chain	chain	NOUN
asir-56701	19	33	of	of	ADP
asir-56701	19	34	"	"	PUNCT
asir-56701	19	35	perception	perception	NOUN
asir-56701	19	36	analysis	analysis	NOUN
asir-56701	19	37	decision	decision	NOUN
asir-56701	19	38	-	-	PUNCT
asir-56701	19	39	making	make	VERB
asir-56701	19	40	control	control	NOUN
asir-56701	19	41	"	"	PUNCT
asir-56701	19	42	.	.	PUNCT
asir-56701	20	1	the	the	DET
asir-56701	20	2	core	core	NOUN
asir-56701	20	3	technology	technology	NOUN
asir-56701	20	4	system	system	NOUN
asir-56701	20	5	includes	include	VERB
asir-56701	20	6	the	the	DET
asir-56701	20	7	following	follow	VERB
asir-56701	20	8	four	four	NUM
asir-56701	20	9	categories	category	NOUN
asir-56701	20	10	:	:	PUNCT
asir-56701	20	11	2.1	2.1	NUM
asir-56701	20	12	machine	machine	NOUN
asir-56701	20	13	learning	learning	NOUN
asir-56701	20	14	and	and	CCONJ
asir-56701	20	15	deep	deep	ADJ
asir-56701	20	16	learning	learning	NOUN
asir-56701	20	17	machine	machine	NOUN
asir-56701	20	18	learning	learn	VERB
asir-56701	20	19	algorithms	algorithm	NOUN
asir-56701	20	20	realize	realize	VERB
asir-56701	20	21	the	the	DET
asir-56701	20	22	intelligent	intelligent	ADJ
asir-56701	20	23	prediction	prediction	NOUN
asir-56701	20	24	and	and	CCONJ
asir-56701	20	25	evaluation	evaluation	NOUN
asir-56701	20	26	of	of	ADP
asir-56701	20	27	bridge	bridge	NOUN
asir-56701	20	28	engineering	engineering	NOUN
asir-56701	20	29	by	by	ADP
asir-56701	20	30	mining	mine	VERB
asir-56701	20	31	hidden	hide	VERB
asir-56701	20	32	patterns	pattern	NOUN
asir-56701	20	33	in	in	ADP
asir-56701	20	34	massive	massive	ADJ
asir-56701	20	35	data	datum	NOUN
asir-56701	20	36	.	.	PUNCT
asir-56701	21	1	in	in	ADP
asir-56701	21	2	the	the	DET
asir-56701	21	3	field	field	NOUN
asir-56701	21	4	of	of	ADP
asir-56701	21	5	bridge	bridge	PROPN
asir-56701	21	6	seismic	seismic	ADJ
asir-56701	21	7	resistance	resistance	NOUN
asir-56701	21	8	,	,	PUNCT
asir-56701	21	9	the	the	DET
asir-56701	21	10	long	long	ADJ
asir-56701	21	11	short	short	ADJ
asir-56701	21	12	-	-	PUNCT
asir-56701	21	13	term	term	NOUN
asir-56701	21	14	memory	memory	NOUN
asir-56701	21	15	(	(	PUNCT
asir-56701	21	16	lstm	lstm	NOUN
asir-56701	21	17	)	)	PUNCT
asir-56701	21	18	network	network	NOUN
asir-56701	21	19	model	model	NOUN
asir-56701	21	20	has	have	AUX
asir-56701	21	21	been	be	AUX
asir-56701	21	22	successfully	successfully	ADV
asir-56701	21	23	applied	apply	VERB
asir-56701	21	24	to	to	ADP
asir-56701	21	25	the	the	DET
asir-56701	21	26	rapid	rapid	ADJ
asir-56701	21	27	prediction	prediction	NOUN
asir-56701	21	28	of	of	ADP
asir-56701	21	29	seismic	seismic	ADJ
asir-56701	21	30	responses	response	NOUN
asir-56701	21	31	and	and	CCONJ
asir-56701	21	32	vulnerability	vulnerability	NOUN
asir-56701	21	33	of	of	ADP
asir-56701	21	34	near	near	ADJ
asir-56701	21	35	-	-	PUNCT
asir-56701	21	36	fault	fault	NOUN
asir-56701	21	37	bridges	bridge	NOUN
asir-56701	21	38	,	,	PUNCT
asir-56701	21	39	with	with	ADP
asir-56701	21	40	a	a	DET
asir-56701	21	41	prediction	prediction	NOUN
asir-56701	21	42	accuracy	accuracy	NOUN
asir-56701	21	43	improved	improve	VERB
asir-56701	21	44	by	by	ADP
asir-56701	21	45	more	more	ADJ
asir-56701	21	46	than	than	ADP
asir-56701	21	47	30	30	NUM
asir-56701	21	48	%	%	NOUN
asir-56701	21	49	compared	compare	VERB
asir-56701	21	50	with	with	ADP
asir-56701	21	51	traditional	traditional	ADJ
asir-56701	21	52	methods	method	NOUN
asir-56701	21	53	.	.	PUNCT
asir-56701	22	1	deep	deep	ADJ
asir-56701	22	2	learning	learning	NOUN
asir-56701	22	3	,	,	PUNCT
asir-56701	22	4	by	by	ADP
asir-56701	22	5	constructing	construct	VERB
asir-56701	22	6	multi	multi	ADJ
asir-56701	22	7	-	-	ADJ
asir-56701	22	8	layer	layer	ADJ
asir-56701	22	9	neural	neural	ADJ
asir-56701	22	10	networks	network	NOUN
asir-56701	22	11	,	,	PUNCT
asir-56701	22	12	breaks	break	VERB
asir-56701	22	13	through	through	ADP
asir-56701	22	14	the	the	DET
asir-56701	22	15	limitations	limitation	NOUN
asir-56701	22	16	of	of	ADP
asir-56701	22	17	traditional	traditional	ADJ
asir-56701	22	18	methods	method	NOUN
asir-56701	22	19	in	in	ADP
asir-56701	22	20	dealing	deal	VERB
asir-56701	22	21	with	with	ADP
asir-56701	22	22	nonlinear	nonlinear	ADJ
asir-56701	22	23	problems	problem	NOUN
asir-56701	22	24	.	.	PUNCT
asir-56701	23	1	for	for	ADP
asir-56701	23	2	example	example	NOUN
asir-56701	23	3	,	,	PUNCT
asir-56701	23	4	convolutional	convolutional	ADJ
asir-56701	23	5	neural	neural	ADJ
asir-56701	23	6	networks	network	NOUN
asir-56701	23	7	(	(	PUNCT
asir-56701	23	8	cnn	cnn	PROPN
asir-56701	23	9	)	)	PUNCT
asir-56701	23	10	can	can	AUX
asir-56701	23	11	realize	realize	VERB
asir-56701	23	12	the	the	DET
asir-56701	23	13	automatic	automatic	ADJ
asir-56701	23	14	identification	identification	NOUN
asir-56701	23	15	and	and	CCONJ
asir-56701	23	16	quantitative	quantitative	ADJ
asir-56701	23	17	classification	classification	NOUN
asir-56701	23	18	of	of	ADP
asir-56701	23	19	bridge	bridge	NOUN
asir-56701	23	20	cracks	crack	NOUN
asir-56701	23	21	and	and	CCONJ
asir-56701	23	22	other	other	ADJ
asir-56701	23	23	defects	defect	NOUN
asir-56701	23	24	,	,	PUNCT
asir-56701	23	25	with	with	ADP
asir-56701	23	26	an	an	DET
asir-56701	23	27	identification	identification	NOUN
asir-56701	23	28	accuracy	accuracy	NOUN
asir-56701	23	29	of	of	ADP
asir-56701	23	30	over	over	ADP
asir-56701	23	31	95	95	NUM
asir-56701	23	32	%	%	NOUN
asir-56701	23	33	.	.	PUNCT
asir-56701	24	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-56701	24	2	applied	apply	VERB
asir-56701	24	3	science	science	NOUN
asir-56701	24	4	and	and	CCONJ
asir-56701	24	5	innovative	innovative	ADJ
asir-56701	24	6	research	research	NOUN
asir-56701	24	7	vol	vol	NOUN
asir-56701	24	8	.	.	PUNCT
asir-56701	25	1	9	9	NUM
asir-56701	25	2	,	,	PUNCT
asir-56701	25	3	no	no	INTJ
asir-56701	25	4	.	.	NOUN
asir-56701	25	5	4	4	NUM
asir-56701	25	6	,	,	PUNCT
asir-56701	25	7	2025	2025	NUM
asir-56701	25	8	59	59	NUM
asir-56701	25	9	published	publish	VERB
asir-56701	25	10	by	by	ADP
asir-56701	25	11	scholink	scholink	PROPN
asir-56701	25	12	inc	inc	PROPN
asir-56701	25	13	.	.	PROPN
asir-56701	25	14	2.2	2.2	NUM
asir-56701	25	15	computer	computer	NOUN
asir-56701	25	16	vision	vision	NOUN
asir-56701	25	17	technology	technology	NOUN
asir-56701	25	18	computer	computer	NOUN
asir-56701	25	19	vision	vision	NOUN
asir-56701	25	20	technology	technology	NOUN
asir-56701	25	21	provides	provide	VERB
asir-56701	25	22	a	a	DET
asir-56701	25	23	"	"	PUNCT
asir-56701	25	24	non	non	ADJ
asir-56701	25	25	-	-	ADJ
asir-56701	25	26	contact	contact	ADJ
asir-56701	25	27	intelligent	intelligent	ADJ
asir-56701	25	28	perception	perception	NOUN
asir-56701	25	29	"	"	PUNCT
asir-56701	25	30	solution	solution	NOUN
asir-56701	25	31	for	for	ADP
asir-56701	25	32	bridge	bridge	NOUN
asir-56701	25	33	inspection	inspection	NOUN
asir-56701	25	34	.	.	PUNCT
asir-56701	26	1	it	it	PRON
asir-56701	26	2	collects	collect	VERB
asir-56701	26	3	image	image	NOUN
asir-56701	26	4	data	datum	NOUN
asir-56701	26	5	through	through	ADP
asir-56701	26	6	high	high	ADJ
asir-56701	26	7	-	-	PUNCT
asir-56701	26	8	definition	definition	NOUN
asir-56701	26	9	cameras	camera	NOUN
asir-56701	26	10	,	,	PUNCT
asir-56701	26	11	drones	drone	NOUN
asir-56701	26	12	and	and	CCONJ
asir-56701	26	13	other	other	ADJ
asir-56701	26	14	equipment	equipment	NOUN
asir-56701	26	15	,	,	PUNCT
asir-56701	26	16	and	and	CCONJ
asir-56701	26	17	combines	combine	VERB
asir-56701	26	18	image	image	NOUN
asir-56701	26	19	recognition	recognition	NOUN
asir-56701	26	20	algorithms	algorithm	NOUN
asir-56701	26	21	to	to	PART
asir-56701	26	22	realize	realize	VERB
asir-56701	26	23	automatic	automatic	ADJ
asir-56701	26	24	detection	detection	NOUN
asir-56701	26	25	of	of	ADP
asir-56701	26	26	structural	structural	ADJ
asir-56701	26	27	defects	defect	NOUN
asir-56701	26	28	.	.	PUNCT
asir-56701	27	1	compared	compare	VERB
asir-56701	27	2	with	with	ADP
asir-56701	27	3	traditional	traditional	ADJ
asir-56701	27	4	manual	manual	ADJ
asir-56701	27	5	inspection	inspection	NOUN
asir-56701	27	6	,	,	PUNCT
asir-56701	27	7	this	this	DET
asir-56701	27	8	technology	technology	NOUN
asir-56701	27	9	not	not	PART
asir-56701	27	10	only	only	ADV
asir-56701	27	11	improves	improve	VERB
asir-56701	27	12	the	the	DET
asir-56701	27	13	inspection	inspection	NOUN
asir-56701	27	14	efficiency	efficiency	NOUN
asir-56701	27	15	by	by	ADP
asir-56701	27	16	5	5	NUM
asir-56701	27	17	-	-	SYM
asir-56701	27	18	10	10	NUM
asir-56701	27	19	times	time	NOUN
asir-56701	27	20	,	,	PUNCT
asir-56701	27	21	but	but	CCONJ
asir-56701	27	22	also	also	ADV
asir-56701	27	23	effectively	effectively	ADV
asir-56701	27	24	avoids	avoid	VERB
asir-56701	27	25	the	the	DET
asir-56701	27	26	risks	risk	NOUN
asir-56701	27	27	of	of	ADP
asir-56701	27	28	high	high	ADJ
asir-56701	27	29	-	-	PUNCT
asir-56701	27	30	altitude	altitude	NOUN
asir-56701	27	31	operations	operation	NOUN
asir-56701	27	32	.	.	PUNCT
asir-56701	28	1	it	it	PRON
asir-56701	28	2	has	have	AUX
asir-56701	28	3	been	be	AUX
asir-56701	28	4	widely	widely	ADV
asir-56701	28	5	used	use	VERB
asir-56701	28	6	in	in	ADP
asir-56701	28	7	the	the	DET
asir-56701	28	8	monitoring	monitoring	NOUN
asir-56701	28	9	of	of	ADP
asir-56701	28	10	diseases	disease	NOUN
asir-56701	28	11	such	such	ADJ
asir-56701	28	12	as	as	ADP
asir-56701	28	13	beam	beam	NOUN
asir-56701	28	14	cracks	crack	NOUN
asir-56701	28	15	and	and	CCONJ
asir-56701	28	16	steel	steel	NOUN
asir-56701	28	17	structure	structure	NOUN
asir-56701	28	18	corrosion	corrosion	NOUN
asir-56701	28	19	.	.	PUNCT
asir-56701	29	1	2.3	2.3	NUM
asir-56701	29	2	digital	digital	ADJ
asir-56701	29	3	twin	twin	ADJ
asir-56701	29	4	technology	technology	NOUN
asir-56701	29	5	digital	digital	ADJ
asir-56701	29	6	twin	twin	ADJ
asir-56701	29	7	technology	technology	NOUN
asir-56701	29	8	realizes	realize	VERB
asir-56701	29	9	the	the	DET
asir-56701	29	10	virtual	virtual	ADJ
asir-56701	29	11	-	-	PUNCT
asir-56701	29	12	real	real	ADJ
asir-56701	29	13	interaction	interaction	NOUN
asir-56701	29	14	throughout	throughout	ADP
asir-56701	29	15	the	the	DET
asir-56701	29	16	engineering	engineering	NOUN
asir-56701	29	17	life	life	NOUN
asir-56701	29	18	cycle	cycle	NOUN
asir-56701	29	19	by	by	ADP
asir-56701	29	20	constructing	construct	VERB
asir-56701	29	21	a	a	DET
asir-56701	29	22	3d	3d	NUM
asir-56701	29	23	model	model	NOUN
asir-56701	29	24	that	that	PRON
asir-56701	29	25	accurately	accurately	ADV
asir-56701	29	26	maps	map	VERB
asir-56701	29	27	the	the	DET
asir-56701	29	28	physical	physical	ADJ
asir-56701	29	29	bridge	bridge	NOUN
asir-56701	29	30	.	.	PUNCT
asir-56701	30	1	in	in	ADP
asir-56701	30	2	the	the	DET
asir-56701	30	3	beam	beam	NOUN
asir-56701	30	4	replacement	replacement	NOUN
asir-56701	30	5	project	project	NOUN
asir-56701	30	6	at	at	ADP
asir-56701	30	7	keqiao	keqiao	NOUN
asir-56701	30	8	station	station	NOUN
asir-56701	30	9	of	of	ADP
asir-56701	30	10	shaoxing	shaoxing	PROPN
asir-56701	30	11	,	,	PUNCT
asir-56701	30	12	the	the	DET
asir-56701	30	13	technical	technical	ADJ
asir-56701	30	14	team	team	NOUN
asir-56701	30	15	built	build	VERB
asir-56701	30	16	a	a	DET
asir-56701	30	17	3d	3d	NUM
asir-56701	30	18	bridge	bridge	NOUN
asir-56701	30	19	model	model	NOUN
asir-56701	30	20	based	base	VERB
asir-56701	30	21	on	on	ADP
asir-56701	30	22	digital	digital	ADJ
asir-56701	30	23	twin	twin	ADJ
asir-56701	30	24	technology	technology	NOUN
asir-56701	30	25	,	,	PUNCT
asir-56701	30	26	integrating	integrate	VERB
asir-56701	30	27	real	real	ADJ
asir-56701	30	28	-	-	PUNCT
asir-56701	30	29	time	time	NOUN
asir-56701	30	30	data	datum	NOUN
asir-56701	30	31	from	from	ADP
asir-56701	30	32	40	40	NUM
asir-56701	30	33	high	high	ADJ
asir-56701	30	34	-	-	PUNCT
asir-56701	30	35	precision	precision	NOUN
asir-56701	30	36	sensing	sensing	NOUN
asir-56701	30	37	points	point	NOUN
asir-56701	30	38	to	to	PART
asir-56701	30	39	provide	provide	VERB
asir-56701	30	40	millimeter	millimeter	NOUN
asir-56701	30	41	-	-	PUNCT
asir-56701	30	42	level	level	NOUN
asir-56701	30	43	precision	precision	NOUN
asir-56701	30	44	visual	visual	ADJ
asir-56701	30	45	monitoring	monitoring	NOUN
asir-56701	30	46	for	for	ADP
asir-56701	30	47	the	the	DET
asir-56701	30	48	construction	construction	NOUN
asir-56701	30	49	process	process	NOUN
asir-56701	30	50	.	.	PUNCT
asir-56701	31	1	this	this	DET
asir-56701	31	2	technology	technology	NOUN
asir-56701	31	3	realizes	realize	VERB
asir-56701	31	4	the	the	DET
asir-56701	31	5	full	full	ADJ
asir-56701	31	6	-	-	PUNCT
asir-56701	31	7	process	process	NOUN
asir-56701	31	8	intelligent	intelligent	ADJ
asir-56701	31	9	management	management	NOUN
asir-56701	31	10	of	of	ADP
asir-56701	31	11	"	"	PUNCT
asir-56701	31	12	pre	pre	ADJ
asir-56701	31	13	-	-	ADJ
asir-56701	31	14	construction	construction	ADJ
asir-56701	31	15	simulation	simulation	NOUN
asir-56701	31	16	and	and	CCONJ
asir-56701	31	17	deduction	deduction	NOUN
asir-56701	31	18	,	,	PUNCT
asir-56701	31	19	real	real	ADJ
asir-56701	31	20	-	-	PUNCT
asir-56701	31	21	time	time	NOUN
asir-56701	31	22	regulation	regulation	NOUN
asir-56701	31	23	during	during	ADP
asir-56701	31	24	construction	construction	NOUN
asir-56701	31	25	,	,	PUNCT
asir-56701	31	26	and	and	CCONJ
asir-56701	31	27	post	post	ADJ
asir-56701	31	28	-	-	ADJ
asir-56701	31	29	construction	construction	ADJ
asir-56701	31	30	effect	effect	NOUN
asir-56701	31	31	evaluation	evaluation	NOUN
asir-56701	31	32	"	"	PUNCT
asir-56701	31	33	.	.	PUNCT
asir-56701	32	1	2.4	2.4	NUM
asir-56701	32	2	iot	iot	NOUN
asir-56701	32	3	and	and	CCONJ
asir-56701	32	4	ai	ai	PROPN
asir-56701	32	5	integration	integration	NOUN
asir-56701	32	6	technology	technology	NOUN
asir-56701	32	7	the	the	DET
asir-56701	32	8	internet	internet	NOUN
asir-56701	32	9	of	of	ADP
asir-56701	32	10	things	thing	NOUN
asir-56701	32	11	(	(	PUNCT
asir-56701	32	12	iot	iot	NOUN
asir-56701	32	13	)	)	PUNCT
asir-56701	32	14	technology	technology	NOUN
asir-56701	32	15	provides	provide	VERB
asir-56701	32	16	a	a	DET
asir-56701	32	17	data	data	NOUN
asir-56701	32	18	foundation	foundation	NOUN
asir-56701	32	19	for	for	ADP
asir-56701	32	20	ai	ai	PROPN
asir-56701	32	21	applications	application	NOUN
asir-56701	32	22	.	.	PUNCT
asir-56701	33	1	by	by	ADP
asir-56701	33	2	deploying	deploy	VERB
asir-56701	33	3	strain	strain	NOUN
asir-56701	33	4	gauges	gauge	NOUN
asir-56701	33	5	,	,	PUNCT
asir-56701	33	6	fiber	fiber	NOUN
asir-56701	33	7	bragg	bragg	PROPN
asir-56701	33	8	grating	grating	PROPN
asir-56701	33	9	sensors	sensor	NOUN
asir-56701	33	10	,	,	PUNCT
asir-56701	33	11	beidou	beidou	NOUN
asir-56701	33	12	positioning	positioning	NOUN
asir-56701	33	13	and	and	CCONJ
asir-56701	33	14	other	other	ADJ
asir-56701	33	15	equipment	equipment	NOUN
asir-56701	33	16	at	at	ADP
asir-56701	33	17	key	key	ADJ
asir-56701	33	18	parts	part	NOUN
asir-56701	33	19	of	of	ADP
asir-56701	33	20	the	the	DET
asir-56701	33	21	bridge	bridge	NOUN
asir-56701	33	22	structure	structure	NOUN
asir-56701	33	23	,	,	PUNCT
asir-56701	33	24	real	real	ADJ
asir-56701	33	25	-	-	PUNCT
asir-56701	33	26	time	time	NOUN
asir-56701	33	27	collection	collection	NOUN
asir-56701	33	28	of	of	ADP
asir-56701	33	29	parameters	parameter	NOUN
asir-56701	33	30	such	such	ADJ
asir-56701	33	31	as	as	ADP
asir-56701	33	32	temperature	temperature	NOUN
asir-56701	33	33	,	,	PUNCT
asir-56701	33	34	stress	stress	NOUN
asir-56701	33	35	and	and	CCONJ
asir-56701	33	36	displacement	displacement	NOUN
asir-56701	33	37	is	be	AUX
asir-56701	33	38	realized	realize	VERB
asir-56701	33	39	.	.	PUNCT
asir-56701	34	1	ai	ai	VERB
asir-56701	34	2	algorithms	algorithm	NOUN
asir-56701	34	3	clean	clean	ADJ
asir-56701	34	4	,	,	PUNCT
asir-56701	34	5	fuse	fuse	NOUN
asir-56701	34	6	and	and	CCONJ
asir-56701	34	7	analyze	analyze	VERB
asir-56701	34	8	multi	multi	ADJ
asir-56701	34	9	-	-	ADJ
asir-56701	34	10	source	source	ADJ
asir-56701	34	11	heterogeneous	heterogeneous	ADJ
asir-56701	34	12	data	datum	NOUN
asir-56701	34	13	,	,	PUNCT
asir-56701	34	14	converting	convert	VERB
asir-56701	34	15	data	datum	NOUN
asir-56701	34	16	into	into	ADP
asir-56701	34	17	actionable	actionable	ADJ
asir-56701	34	18	engineering	engineering	NOUN
asir-56701	34	19	information	information	NOUN
asir-56701	34	20	.	.	PUNCT
asir-56701	35	1	for	for	ADP
asir-56701	35	2	example	example	NOUN
asir-56701	35	3	,	,	PUNCT
asir-56701	35	4	predicting	predict	VERB
asir-56701	35	5	the	the	DET
asir-56701	35	6	fatigue	fatigue	NOUN
asir-56701	35	7	life	life	NOUN
asir-56701	35	8	of	of	ADP
asir-56701	35	9	bridge	bridge	NOUN
asir-56701	35	10	components	component	NOUN
asir-56701	35	11	by	by	ADP
asir-56701	35	12	analyzing	analyze	VERB
asir-56701	35	13	sensor	sensor	NOUN
asir-56701	35	14	data	datum	NOUN
asir-56701	35	15	provides	provide	VERB
asir-56701	35	16	an	an	DET
asir-56701	35	17	accurate	accurate	ADJ
asir-56701	35	18	basis	basis	NOUN
asir-56701	35	19	for	for	ADP
asir-56701	35	20	operation	operation	NOUN
asir-56701	35	21	and	and	CCONJ
asir-56701	35	22	maintenance	maintenance	NOUN
asir-56701	35	23	.	.	PUNCT
asir-56701	36	1	3	3	X
asir-56701	36	2	.	.	X
asir-56701	36	3	application	application	NOUN
asir-56701	36	4	scenarios	scenario	NOUN
asir-56701	36	5	of	of	ADP
asir-56701	36	6	ai	ai	VERB
asir-56701	36	7	in	in	ADP
asir-56701	36	8	the	the	DET
asir-56701	36	9	full	full	ADJ
asir-56701	36	10	life	life	NOUN
asir-56701	36	11	cycle	cycle	NOUN
asir-56701	36	12	of	of	ADP
asir-56701	36	13	smart	smart	ADJ
asir-56701	36	14	bridges	bridge	NOUN
asir-56701	36	15	3.1	3.1	NUM
asir-56701	36	16	design	design	NOUN
asir-56701	36	17	stage	stage	NOUN
asir-56701	36	18	:	:	PUNCT
asir-56701	36	19	intelligent	intelligent	ADJ
asir-56701	36	20	optimization	optimization	NOUN
asir-56701	36	21	and	and	CCONJ
asir-56701	36	22	scheme	scheme	NOUN
asir-56701	36	23	generation	generation	NOUN
asir-56701	36	24	3.1.1	3.1.1	NUM
asir-56701	36	25	specification	specification	NOUN
asir-56701	36	26	verification	verification	NOUN
asir-56701	36	27	and	and	CCONJ
asir-56701	36	28	model	model	NOUN
asir-56701	36	29	inspection	inspection	NOUN
asir-56701	36	30	bridge	bridge	NOUN
asir-56701	36	31	design	design	NOUN
asir-56701	36	32	needs	need	VERB
asir-56701	36	33	to	to	PART
asir-56701	36	34	meet	meet	VERB
asir-56701	36	35	the	the	DET
asir-56701	36	36	requirements	requirement	NOUN
asir-56701	36	37	of	of	ADP
asir-56701	36	38	multi	multi	ADJ
asir-56701	36	39	-	-	ADJ
asir-56701	36	40	field	field	ADJ
asir-56701	36	41	specifications	specification	NOUN
asir-56701	36	42	,	,	PUNCT
asir-56701	36	43	and	and	CCONJ
asir-56701	36	44	traditional	traditional	ADJ
asir-56701	36	45	manual	manual	ADJ
asir-56701	36	46	verification	verification	NOUN
asir-56701	36	47	is	be	AUX
asir-56701	36	48	prone	prone	ADJ
asir-56701	36	49	to	to	ADP
asir-56701	36	50	omissions	omission	NOUN
asir-56701	36	51	leading	lead	VERB
asir-56701	36	52	to	to	ADP
asir-56701	36	53	potential	potential	ADJ
asir-56701	36	54	safety	safety	NOUN
asir-56701	36	55	hazards	hazard	NOUN
asir-56701	36	56	.	.	PUNCT
asir-56701	37	1	the	the	DET
asir-56701	37	2	team	team	NOUN
asir-56701	37	3	from	from	ADP
asir-56701	37	4	tsinghua	tsinghua	PROPN
asir-56701	37	5	university	university	PROPN
asir-56701	37	6	converted	convert	VERB
asir-56701	37	7	architectural	architectural	ADJ
asir-56701	37	8	specifications	specification	NOUN
asir-56701	37	9	into	into	ADP
asir-56701	37	10	domain	domain	NOUN
asir-56701	37	11	rules	rule	NOUN
asir-56701	37	12	recognizable	recognizable	ADJ
asir-56701	37	13	by	by	ADP
asir-56701	37	14	computers	computer	NOUN
asir-56701	37	15	,	,	PUNCT
asir-56701	37	16	constructed	construct	VERB
asir-56701	37	17	a	a	DET
asir-56701	37	18	bim	bim	NOUN
asir-56701	37	19	model	model	NOUN
asir-56701	37	20	semantic	semantic	ADJ
asir-56701	37	21	extraction	extraction	NOUN
asir-56701	37	22	and	and	CCONJ
asir-56701	37	23	verification	verification	NOUN
asir-56701	37	24	system	system	NOUN
asir-56701	37	25	,	,	PUNCT
asir-56701	37	26	and	and	CCONJ
asir-56701	37	27	realized	realize	VERB
asir-56701	37	28	the	the	DET
asir-56701	37	29	automatic	automatic	ADJ
asir-56701	37	30	compliance	compliance	NOUN
asir-56701	37	31	inspection	inspection	NOUN
asir-56701	37	32	of	of	ADP
asir-56701	37	33	design	design	NOUN
asir-56701	37	34	schemes	scheme	NOUN
asir-56701	37	35	.	.	PUNCT
asir-56701	38	1	the	the	DET
asir-56701	38	2	system	system	NOUN
asir-56701	38	3	continuously	continuously	ADV
asir-56701	38	4	optimizes	optimize	VERB
asir-56701	38	5	the	the	DET
asir-56701	38	6	verification	verification	NOUN
asir-56701	38	7	algorithm	algorithm	NOUN
asir-56701	38	8	through	through	ADP
asir-56701	38	9	machine	machine	NOUN
asir-56701	38	10	learning	learning	NOUN
asir-56701	38	11	,	,	PUNCT
asir-56701	38	12	improving	improve	VERB
asir-56701	38	13	the	the	DET
asir-56701	38	14	efficiency	efficiency	NOUN
asir-56701	38	15	of	of	ADP
asir-56701	38	16	specification	specification	NOUN
asir-56701	38	17	compliance	compliance	NOUN
asir-56701	38	18	inspection	inspection	NOUN
asir-56701	38	19	by	by	ADP
asir-56701	38	20	80	80	NUM
asir-56701	38	21	%	%	NOUN
asir-56701	38	22	and	and	CCONJ
asir-56701	38	23	reducing	reduce	VERB
asir-56701	38	24	the	the	DET
asir-56701	38	25	error	error	NOUN
asir-56701	38	26	recognition	recognition	NOUN
asir-56701	38	27	rate	rate	NOUN
asir-56701	38	28	by	by	ADP
asir-56701	38	29	90	90	NUM
asir-56701	38	30	%	%	NOUN
asir-56701	38	31	.	.	PUNCT
asir-56701	39	1	3.1.2	3.1.2	NUM
asir-56701	39	2	structural	structural	ADJ
asir-56701	39	3	optimization	optimization	NOUN
asir-56701	39	4	and	and	CCONJ
asir-56701	39	5	simulation	simulation	NOUN
asir-56701	39	6	ai	ai	VERB
asir-56701	39	7	technology	technology	NOUN
asir-56701	39	8	breaks	break	VERB
asir-56701	39	9	through	through	ADP
asir-56701	39	10	the	the	DET
asir-56701	39	11	limitation	limitation	NOUN
asir-56701	39	12	that	that	PRON
asir-56701	39	13	traditional	traditional	ADJ
asir-56701	39	14	finite	finite	PROPN
asir-56701	39	15	element	element	NOUN
asir-56701	39	16	simulation	simulation	NOUN
asir-56701	39	17	relies	rely	VERB
asir-56701	39	18	on	on	ADP
asir-56701	39	19	empirical	empirical	ADJ
asir-56701	39	20	parameters	parameter	NOUN
asir-56701	39	21	.	.	PUNCT
asir-56701	40	1	by	by	ADP
asir-56701	40	2	integrating	integrate	VERB
asir-56701	40	3	massive	massive	ADJ
asir-56701	40	4	engineering	engineering	NOUN
asir-56701	40	5	data	datum	NOUN
asir-56701	40	6	and	and	CCONJ
asir-56701	40	7	physical	physical	ADJ
asir-56701	40	8	mechanisms	mechanism	NOUN
asir-56701	40	9	,	,	PUNCT
asir-56701	40	10	it	it	PRON
asir-56701	40	11	realizes	realize	VERB
asir-56701	40	12	the	the	DET
asir-56701	40	13	intelligent	intelligent	ADJ
asir-56701	40	14	optimization	optimization	NOUN
asir-56701	40	15	of	of	ADP
asir-56701	40	16	design	design	NOUN
asir-56701	40	17	schemes	scheme	NOUN
asir-56701	40	18	.	.	PUNCT
asir-56701	41	1	in	in	ADP
asir-56701	41	2	the	the	DET
asir-56701	41	3	shock	shock	NOUN
asir-56701	41	4	absorption	absorption	NOUN
asir-56701	41	5	design	design	NOUN
asir-56701	41	6	of	of	ADP
asir-56701	41	7	suspension	suspension	NOUN
asir-56701	41	8	bridges	bridge	NOUN
asir-56701	41	9	,	,	PUNCT
asir-56701	41	10	the	the	DET
asir-56701	41	11	optimization	optimization	NOUN
asir-56701	41	12	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	VERB
asir-56701	41	13	applied	apply	VERB
asir-56701	41	14	science	science	NOUN
asir-56701	41	15	and	and	CCONJ
asir-56701	41	16	innovative	innovative	ADJ
asir-56701	41	17	research	research	NOUN
asir-56701	41	18	vol	vol	NOUN
asir-56701	41	19	.	.	PUNCT
asir-56701	42	1	9	9	NUM
asir-56701	42	2	,	,	PUNCT
asir-56701	42	3	no	no	INTJ
asir-56701	42	4	.	.	NOUN
asir-56701	42	5	4	4	NUM
asir-56701	42	6	,	,	PUNCT
asir-56701	42	7	2025	2025	NUM
asir-56701	42	8	60	60	NUM
asir-56701	42	9	published	publish	VERB
asir-56701	42	10	by	by	ADP
asir-56701	42	11	scholink	scholink	PROPN
asir-56701	42	12	inc	inc	PROPN
asir-56701	42	13	.	.	PROPN
asir-56701	42	14	method	method	PROPN
asir-56701	42	15	based	base	VERB
asir-56701	42	16	on	on	ADP
asir-56701	42	17	multi	multi	ADJ
asir-56701	42	18	-	-	ADJ
asir-56701	42	19	objective	objective	ADJ
asir-56701	42	20	swarm	swarm	NOUN
asir-56701	42	21	intelligence	intelligence	NOUN
asir-56701	42	22	algorithm	algorithm	NOUN
asir-56701	42	23	can	can	AUX
asir-56701	42	24	take	take	VERB
asir-56701	42	25	into	into	ADP
asir-56701	42	26	account	account	NOUN
asir-56701	42	27	both	both	CCONJ
asir-56701	42	28	the	the	DET
asir-56701	42	29	shock	shock	NOUN
asir-56701	42	30	absorption	absorption	NOUN
asir-56701	42	31	effect	effect	NOUN
asir-56701	42	32	and	and	CCONJ
asir-56701	42	33	construction	construction	NOUN
asir-56701	42	34	cost	cost	NOUN
asir-56701	42	35	.	.	PUNCT
asir-56701	43	1	the	the	DET
asir-56701	43	2	optimized	optimize	VERB
asir-56701	43	3	scheme	scheme	NOUN
asir-56701	43	4	improves	improve	VERB
asir-56701	43	5	the	the	DET
asir-56701	43	6	shock	shock	NOUN
asir-56701	43	7	absorption	absorption	NOUN
asir-56701	43	8	efficiency	efficiency	NOUN
asir-56701	43	9	by	by	ADP
asir-56701	43	10	more	more	ADJ
asir-56701	43	11	than	than	ADP
asir-56701	43	12	25	25	NUM
asir-56701	43	13	%	%	NOUN
asir-56701	43	14	compared	compare	VERB
asir-56701	43	15	with	with	ADP
asir-56701	43	16	traditional	traditional	ADJ
asir-56701	43	17	methods	method	NOUN
asir-56701	43	18	.	.	PUNCT
asir-56701	44	1	for	for	ADP
asir-56701	44	2	extreme	extreme	ADJ
asir-56701	44	3	working	working	NOUN
asir-56701	44	4	conditions	condition	NOUN
asir-56701	44	5	such	such	ADJ
asir-56701	44	6	as	as	ADP
asir-56701	44	7	fire	fire	NOUN
asir-56701	44	8	and	and	CCONJ
asir-56701	44	9	earthquake	earthquake	NOUN
asir-56701	44	10	,	,	PUNCT
asir-56701	44	11	ai	ai	AUX
asir-56701	44	12	can	can	AUX
asir-56701	44	13	realize	realize	VERB
asir-56701	44	14	the	the	DET
asir-56701	44	15	whole	whole	ADJ
asir-56701	44	16	-	-	PUNCT
asir-56701	44	17	process	process	NOUN
asir-56701	44	18	simulation	simulation	NOUN
asir-56701	44	19	of	of	ADP
asir-56701	44	20	disaster	disaster	NOUN
asir-56701	44	21	effects	effect	NOUN
asir-56701	44	22	,	,	PUNCT
asir-56701	44	23	providing	provide	VERB
asir-56701	44	24	a	a	DET
asir-56701	44	25	scientific	scientific	ADJ
asir-56701	44	26	basis	basis	NOUN
asir-56701	44	27	for	for	ADP
asir-56701	44	28	structural	structural	ADJ
asir-56701	44	29	disaster	disaster	NOUN
asir-56701	44	30	-	-	PUNCT
asir-56701	44	31	resistant	resistant	ADJ
asir-56701	44	32	design	design	NOUN
asir-56701	44	33	.	.	PUNCT
asir-56701	45	1	3.2	3.2	NUM
asir-56701	45	2	construction	construction	NOUN
asir-56701	45	3	stage	stage	NOUN
asir-56701	45	4	:	:	PUNCT
asir-56701	45	5	precision	precision	NOUN
asir-56701	45	6	control	control	NOUN
asir-56701	45	7	and	and	CCONJ
asir-56701	45	8	intelligent	intelligent	ADJ
asir-56701	45	9	management	management	NOUN
asir-56701	45	10	3.2.1	3.2.1	NUM
asir-56701	45	11	intelligent	intelligent	ADJ
asir-56701	45	12	planning	planning	NOUN
asir-56701	45	13	of	of	ADP
asir-56701	45	14	construction	construction	NOUN
asir-56701	45	15	schemes	scheme	NOUN
asir-56701	45	16	in	in	ADP
asir-56701	45	17	view	view	NOUN
asir-56701	45	18	of	of	ADP
asir-56701	45	19	the	the	DET
asir-56701	45	20	complex	complex	ADJ
asir-56701	45	21	construction	construction	NOUN
asir-56701	45	22	environment	environment	NOUN
asir-56701	45	23	of	of	ADP
asir-56701	45	24	bridges	bridge	NOUN
asir-56701	45	25	and	and	CCONJ
asir-56701	45	26	many	many	ADJ
asir-56701	45	27	random	random	ADJ
asir-56701	45	28	events	event	NOUN
asir-56701	45	29	,	,	PUNCT
asir-56701	45	30	ai	ai	AUX
asir-56701	45	31	algorithms	algorithm	NOUN
asir-56701	45	32	generate	generate	VERB
asir-56701	45	33	the	the	DET
asir-56701	45	34	optimal	optimal	ADJ
asir-56701	45	35	construction	construction	NOUN
asir-56701	45	36	scheme	scheme	NOUN
asir-56701	45	37	by	by	ADP
asir-56701	45	38	integrating	integrate	VERB
asir-56701	45	39	key	key	ADJ
asir-56701	45	40	information	information	NOUN
asir-56701	45	41	such	such	ADJ
asir-56701	45	42	as	as	ADP
asir-56701	45	43	"	"	PUNCT
asir-56701	45	44	personnel	personnel	NOUN
asir-56701	45	45	,	,	PUNCT
asir-56701	45	46	machinery	machinery	NOUN
asir-56701	45	47	,	,	PUNCT
asir-56701	45	48	materials	material	NOUN
asir-56701	45	49	,	,	PUNCT
asir-56701	45	50	methods	method	NOUN
asir-56701	45	51	and	and	CCONJ
asir-56701	45	52	environment	environment	NOUN
asir-56701	45	53	"	"	PUNCT
asir-56701	45	54	.	.	PUNCT
asir-56701	46	1	in	in	ADP
asir-56701	46	2	the	the	DET
asir-56701	46	3	beam	beam	NOUN
asir-56701	46	4	replacement	replacement	NOUN
asir-56701	46	5	project	project	NOUN
asir-56701	46	6	at	at	ADP
asir-56701	46	7	keqiao	keqiao	NOUN
asir-56701	46	8	station	station	NOUN
asir-56701	46	9	of	of	ADP
asir-56701	46	10	shaoxing	shaoxing	PROPN
asir-56701	46	11	,	,	PUNCT
asir-56701	46	12	the	the	DET
asir-56701	46	13	ai	ai	NOUN
asir-56701	46	14	system	system	NOUN
asir-56701	46	15	used	use	VERB
asir-56701	46	16	the	the	DET
asir-56701	46	17	simulation	simulation	NOUN
asir-56701	46	18	module	module	NOUN
asir-56701	46	19	to	to	PART
asir-56701	46	20	deduce	deduce	VERB
asir-56701	46	21	the	the	DET
asir-56701	46	22	whole	whole	ADJ
asir-56701	46	23	process	process	NOUN
asir-56701	46	24	of	of	ADP
asir-56701	46	25	steel	steel	NOUN
asir-56701	46	26	box	box	NOUN
asir-56701	46	27	girder	girder	NOUN
asir-56701	46	28	incremental	incremental	ADJ
asir-56701	46	29	launching	launching	NOUN
asir-56701	46	30	in	in	ADP
asir-56701	46	31	advance	advance	NOUN
asir-56701	46	32	,	,	PUNCT
asir-56701	46	33	identified	identify	VERB
asir-56701	46	34	and	and	CCONJ
asir-56701	46	35	repaired	repair	VERB
asir-56701	46	36	potential	potential	ADJ
asir-56701	46	37	risk	risk	NOUN
asir-56701	46	38	points	point	NOUN
asir-56701	46	39	in	in	ADP
asir-56701	46	40	construction	construction	NOUN
asir-56701	46	41	,	,	PUNCT
asir-56701	46	42	and	and	CCONJ
asir-56701	46	43	ensured	ensure	VERB
asir-56701	46	44	the	the	DET
asir-56701	46	45	smooth	smooth	ADJ
asir-56701	46	46	incremental	incremental	ADJ
asir-56701	46	47	launching	launching	NOUN
asir-56701	46	48	of	of	ADP
asir-56701	46	49	the	the	DET
asir-56701	46	50	4,389.6	4,389.6	NOUN
asir-56701	46	51	-	-	PUNCT
asir-56701	46	52	ton	ton	NOUN
asir-56701	46	53	new	new	ADJ
asir-56701	46	54	girder	girder	NOUN
asir-56701	46	55	for	for	ADP
asir-56701	46	56	21	21	NUM
asir-56701	46	57	meters	meter	NOUN
asir-56701	46	58	.	.	PUNCT
asir-56701	47	1	this	this	DET
asir-56701	47	2	technology	technology	NOUN
asir-56701	47	3	realizes	realize	VERB
asir-56701	47	4	the	the	DET
asir-56701	47	5	optimal	optimal	ADJ
asir-56701	47	6	allocation	allocation	NOUN
asir-56701	47	7	of	of	ADP
asir-56701	47	8	construction	construction	NOUN
asir-56701	47	9	resources	resource	NOUN
asir-56701	47	10	and	and	CCONJ
asir-56701	47	11	saves	save	VERB
asir-56701	47	12	the	the	DET
asir-56701	47	13	construction	construction	NOUN
asir-56701	47	14	period	period	NOUN
asir-56701	47	15	by	by	ADP
asir-56701	47	16	30	30	NUM
asir-56701	47	17	%	%	NOUN
asir-56701	47	18	compared	compare	VERB
asir-56701	47	19	with	with	ADP
asir-56701	47	20	the	the	DET
asir-56701	47	21	traditional	traditional	ADJ
asir-56701	47	22	scheme	scheme	NOUN
asir-56701	47	23	.	.	PUNCT
asir-56701	48	1	3.2.2	3.2.2	NUM
asir-56701	48	2	real	real	ADJ
asir-56701	48	3	-	-	PUNCT
asir-56701	48	4	time	time	NOUN
asir-56701	48	5	regulation	regulation	NOUN
asir-56701	48	6	of	of	ADP
asir-56701	48	7	construction	construction	NOUN
asir-56701	48	8	process	process	NOUN
asir-56701	48	9	the	the	DET
asir-56701	48	10	ai	ai	PROPN
asir-56701	48	11	control	control	NOUN
asir-56701	48	12	module	module	NOUN
asir-56701	48	13	realizes	realize	VERB
asir-56701	48	14	high	high	ADJ
asir-56701	48	15	-	-	PUNCT
asir-56701	48	16	precision	precision	NOUN
asir-56701	48	17	control	control	NOUN
asir-56701	48	18	of	of	ADP
asir-56701	48	19	the	the	DET
asir-56701	48	20	construction	construction	NOUN
asir-56701	48	21	process	process	NOUN
asir-56701	48	22	through	through	ADP
asir-56701	48	23	collaborative	collaborative	ADJ
asir-56701	48	24	linkage	linkage	NOUN
asir-56701	48	25	of	of	ADP
asir-56701	48	26	multiple	multiple	ADJ
asir-56701	48	27	devices	device	NOUN
asir-56701	48	28	.	.	PUNCT
asir-56701	49	1	in	in	ADP
asir-56701	49	2	the	the	DET
asir-56701	49	3	shaoxing	shaoxing	PROPN
asir-56701	49	4	project	project	NOUN
asir-56701	49	5	,	,	PUNCT
asir-56701	49	6	the	the	DET
asir-56701	49	7	ai	ai	NOUN
asir-56701	49	8	system	system	NOUN
asir-56701	49	9	simultaneously	simultaneously	ADV
asir-56701	49	10	controlled	control	VERB
asir-56701	49	11	36	36	NUM
asir-56701	49	12	jacking	jack	VERB
asir-56701	49	13	jacks	jack	NOUN
asir-56701	49	14	and	and	CCONJ
asir-56701	49	15	10	10	NUM
asir-56701	49	16	incremental	incremental	ADJ
asir-56701	49	17	launching	launch	VERB
asir-56701	49	18	jacks	jack	NOUN
asir-56701	49	19	,	,	PUNCT
asir-56701	49	20	and	and	CCONJ
asir-56701	49	21	made	make	VERB
asir-56701	49	22	dynamic	dynamic	ADJ
asir-56701	49	23	adjustments	adjustment	NOUN
asir-56701	49	24	based	base	VERB
asir-56701	49	25	on	on	ADP
asir-56701	49	26	the	the	DET
asir-56701	49	27	real	real	ADJ
asir-56701	49	28	-	-	PUNCT
asir-56701	49	29	time	time	NOUN
asir-56701	49	30	collected	collect	VERB
asir-56701	49	31	beam	beam	NOUN
asir-56701	49	32	attitude	attitude	NOUN
asir-56701	49	33	data	datum	NOUN
asir-56701	49	34	.	.	PUNCT
asir-56701	50	1	finally	finally	ADV
asir-56701	50	2	,	,	PUNCT
asir-56701	50	3	the	the	DET
asir-56701	50	4	positioning	positioning	NOUN
asir-56701	50	5	deviation	deviation	NOUN
asir-56701	50	6	of	of	ADP
asir-56701	50	7	the	the	DET
asir-56701	50	8	new	new	ADJ
asir-56701	50	9	beam	beam	NOUN
asir-56701	50	10	was	be	AUX
asir-56701	50	11	controlled	control	VERB
asir-56701	50	12	within	within	ADP
asir-56701	50	13	2	2	NUM
asir-56701	50	14	mm	mm	NOUN
asir-56701	50	15	(	(	PUNCT
asir-56701	50	16	vertical	vertical	ADJ
asir-56701	50	17	height	height	NOUN
asir-56701	50	18	difference	difference	NOUN
asir-56701	50	19	)	)	PUNCT
asir-56701	50	20	and	and	CCONJ
asir-56701	50	21	3	3	NUM
asir-56701	50	22	mm	mm	NOUN
asir-56701	50	23	(	(	PUNCT
asir-56701	50	24	horizontal	horizontal	ADJ
asir-56701	50	25	and	and	CCONJ
asir-56701	50	26	vertical	vertical	ADJ
asir-56701	50	27	deviation	deviation	NOUN
asir-56701	50	28	)	)	PUNCT
asir-56701	50	29	,	,	PUNCT
asir-56701	50	30	setting	set	VERB
asir-56701	50	31	a	a	DET
asir-56701	50	32	new	new	ADJ
asir-56701	50	33	record	record	NOUN
asir-56701	50	34	for	for	ADP
asir-56701	50	35	the	the	DET
asir-56701	50	36	precision	precision	NOUN
asir-56701	50	37	of	of	ADP
asir-56701	50	38	beam	beam	ADJ
asir-56701	50	39	replacement	replacement	NOUN
asir-56701	50	40	on	on	ADP
asir-56701	50	41	operating	operate	VERB
asir-56701	50	42	railway	railway	NOUN
asir-56701	50	43	bridges	bridge	NOUN
asir-56701	50	44	.	.	PUNCT
asir-56701	51	1	in	in	ADP
asir-56701	51	2	addition	addition	NOUN
asir-56701	51	3	,	,	PUNCT
asir-56701	51	4	ai	ai	VERB
asir-56701	51	5	technology	technology	NOUN
asir-56701	51	6	can	can	AUX
asir-56701	51	7	also	also	ADV
asir-56701	51	8	realtime	realtime	VERB
asir-56701	51	9	monitor	monitor	NOUN
asir-56701	51	10	potential	potential	ADJ
asir-56701	51	11	safety	safety	NOUN
asir-56701	51	12	hazards	hazard	NOUN
asir-56701	51	13	at	at	ADP
asir-56701	51	14	the	the	DET
asir-56701	51	15	construction	construction	NOUN
asir-56701	51	16	site	site	NOUN
asir-56701	51	17	through	through	ADP
asir-56701	51	18	image	image	NOUN
asir-56701	51	19	recognition	recognition	NOUN
asir-56701	51	20	,	,	PUNCT
asir-56701	51	21	reducing	reduce	VERB
asir-56701	51	22	the	the	DET
asir-56701	51	23	incidence	incidence	NOUN
asir-56701	51	24	of	of	ADP
asir-56701	51	25	accidents	accident	NOUN
asir-56701	51	26	.	.	PUNCT
asir-56701	52	1	3.3	3.3	NUM
asir-56701	52	2	operation	operation	NOUN
asir-56701	52	3	&	&	CCONJ
asir-56701	52	4	maintenance	maintenance	NOUN
asir-56701	52	5	stage	stage	NOUN
asir-56701	52	6	:	:	PUNCT
asir-56701	52	7	predictive	predictive	ADJ
asir-56701	52	8	maintenance	maintenance	NOUN
asir-56701	52	9	and	and	CCONJ
asir-56701	52	10	health	health	NOUN
asir-56701	52	11	monitoring	monitor	VERB
asir-56701	52	12	3.3.1	3.3.1	NUM
asir-56701	52	13	intelligent	intelligent	ADJ
asir-56701	52	14	evaluation	evaluation	NOUN
asir-56701	52	15	of	of	ADP
asir-56701	52	16	structural	structural	ADJ
asir-56701	52	17	health	health	NOUN
asir-56701	52	18	status	status	NOUN
asir-56701	52	19	the	the	DET
asir-56701	52	20	structural	structural	ADJ
asir-56701	52	21	health	health	NOUN
asir-56701	52	22	monitoring	monitoring	NOUN
asir-56701	52	23	system	system	NOUN
asir-56701	52	24	based	base	VERB
asir-56701	52	25	on	on	ADP
asir-56701	52	26	the	the	DET
asir-56701	52	27	integration	integration	NOUN
asir-56701	52	28	of	of	ADP
asir-56701	52	29	iot	iot	NOUN
asir-56701	52	30	and	and	CCONJ
asir-56701	52	31	ai	ai	PROPN
asir-56701	52	32	can	can	AUX
asir-56701	52	33	realize	realize	VERB
asir-56701	52	34	real	real	ADJ
asir-56701	52	35	-	-	PUNCT
asir-56701	52	36	time	time	NOUN
asir-56701	52	37	evaluation	evaluation	NOUN
asir-56701	52	38	and	and	CCONJ
asir-56701	52	39	disease	disease	NOUN
asir-56701	52	40	early	early	ADJ
asir-56701	52	41	warning	warning	NOUN
asir-56701	52	42	of	of	ADP
asir-56701	52	43	bridge	bridge	NOUN
asir-56701	52	44	performance	performance	NOUN
asir-56701	52	45	.	.	PUNCT
asir-56701	53	1	in	in	ADP
asir-56701	53	2	the	the	DET
asir-56701	53	3	monitoring	monitoring	NOUN
asir-56701	53	4	of	of	ADP
asir-56701	53	5	beam	beam	NOUN
asir-56701	53	6	bridges	bridge	NOUN
asir-56701	53	7	,	,	PUNCT
asir-56701	53	8	the	the	DET
asir-56701	53	9	ai	ai	PROPN
asir-56701	53	10	recognition	recognition	NOUN
asir-56701	53	11	method	method	NOUN
asir-56701	53	12	based	base	VERB
asir-56701	53	13	on	on	ADP
asir-56701	53	14	complex	complex	ADJ
asir-56701	53	15	morlet	morlet	NOUN
asir-56701	53	16	wavelets	wavelet	NOUN
asir-56701	53	17	can	can	AUX
asir-56701	53	18	accurately	accurately	ADV
asir-56701	53	19	extract	extract	VERB
asir-56701	53	20	low	low	ADJ
asir-56701	53	21	-	-	PUNCT
asir-56701	53	22	order	order	NOUN
asir-56701	53	23	mode	mode	NOUN
asir-56701	53	24	parameters	parameter	NOUN
asir-56701	53	25	and	and	CCONJ
asir-56701	53	26	effectively	effectively	ADV
asir-56701	53	27	capture	capture	VERB
asir-56701	53	28	early	early	ADJ
asir-56701	53	29	damage	damage	NOUN
asir-56701	53	30	signs	sign	NOUN
asir-56701	53	31	such	such	ADJ
asir-56701	53	32	as	as	ADP
asir-56701	53	33	structural	structural	ADJ
asir-56701	53	34	stiffness	stiffness	NOUN
asir-56701	53	35	degradation	degradation	NOUN
asir-56701	53	36	.	.	PUNCT
asir-56701	54	1	by	by	ADP
asir-56701	54	2	establishing	establish	VERB
asir-56701	54	3	a	a	DET
asir-56701	54	4	closed	closed	ADJ
asir-56701	54	5	-	-	PUNCT
asir-56701	54	6	loop	loop	NOUN
asir-56701	54	7	system	system	NOUN
asir-56701	54	8	of	of	ADP
asir-56701	54	9	"	"	PUNCT
asir-56701	54	10	data	data	NOUN
asir-56701	54	11	collection	collection	NOUN
asir-56701	54	12	feature	feature	NOUN
asir-56701	54	13	extraction	extraction	NOUN
asir-56701	54	14	status	status	NOUN
asir-56701	54	15	evaluation	evaluation	NOUN
asir-56701	54	16	early	early	ADJ
asir-56701	54	17	warning	warning	NOUN
asir-56701	54	18	push	push	NOUN
asir-56701	54	19	"	"	PUNCT
asir-56701	54	20	,	,	PUNCT
asir-56701	54	21	this	this	DET
asir-56701	54	22	technology	technology	NOUN
asir-56701	54	23	advances	advance	VERB
asir-56701	54	24	the	the	DET
asir-56701	54	25	disease	disease	NOUN
asir-56701	54	26	detection	detection	NOUN
asir-56701	54	27	time	time	NOUN
asir-56701	54	28	by	by	ADP
asir-56701	54	29	3	3	NUM
asir-56701	54	30	-	-	SYM
asir-56701	54	31	6	6	NUM
asir-56701	54	32	months	month	NOUN
asir-56701	54	33	.	.	PUNCT
asir-56701	55	1	3.3.2	3.3.2	NUM
asir-56701	55	2	generation	generation	NOUN
asir-56701	55	3	of	of	ADP
asir-56701	55	4	predictive	predictive	ADJ
asir-56701	55	5	maintenance	maintenance	NOUN
asir-56701	55	6	schemes	scheme	NOUN
asir-56701	55	7	ai	ai	AUX
asir-56701	55	8	algorithms	algorithm	NOUN
asir-56701	55	9	realize	realize	VERB
asir-56701	55	10	accurate	accurate	ADJ
asir-56701	55	11	prediction	prediction	NOUN
asir-56701	55	12	of	of	ADP
asir-56701	55	13	fault	fault	NOUN
asir-56701	55	14	risks	risk	NOUN
asir-56701	55	15	by	by	ADP
asir-56701	55	16	analyzing	analyze	VERB
asir-56701	55	17	historical	historical	ADJ
asir-56701	55	18	operation	operation	NOUN
asir-56701	55	19	&	&	CCONJ
asir-56701	55	20	maintenance	maintenance	NOUN
asir-56701	55	21	data	datum	NOUN
asir-56701	55	22	and	and	CCONJ
asir-56701	55	23	real	real	ADJ
asir-56701	55	24	-	-	PUNCT
asir-56701	55	25	time	time	NOUN
asir-56701	55	26	monitoring	monitoring	NOUN
asir-56701	55	27	data	datum	NOUN
asir-56701	55	28	of	of	ADP
asir-56701	55	29	bridges	bridge	NOUN
asir-56701	55	30	.	.	PUNCT
asir-56701	56	1	for	for	ADP
asir-56701	56	2	example	example	NOUN
asir-56701	56	3	,	,	PUNCT
asir-56701	56	4	for	for	ADP
asir-56701	56	5	the	the	DET
asir-56701	56	6	bridge	bridge	NOUN
asir-56701	56	7	cable	cable	NOUN
asir-56701	56	8	system	system	NOUN
asir-56701	56	9	,	,	PUNCT
asir-56701	56	10	ai	ai	VERB
asir-56701	56	11	can	can	AUX
asir-56701	56	12	build	build	VERB
asir-56701	56	13	a	a	DET
asir-56701	56	14	fire	fire	NOUN
asir-56701	56	15	resistance	resistance	NOUN
asir-56701	56	16	prediction	prediction	NOUN
asir-56701	56	17	model	model	NOUN
asir-56701	56	18	based	base	VERB
asir-56701	56	19	on	on	ADP
asir-56701	56	20	classified	classified	ADJ
asir-56701	56	21	vehicle	vehicle	NOUN
asir-56701	56	22	fire	fire	NOUN
asir-56701	56	23	data	datum	NOUN
asir-56701	56	24	,	,	PUNCT
asir-56701	56	25	identify	identify	VERB
asir-56701	56	26	potential	potential	ADJ
asir-56701	56	27	cable	cable	NOUN
asir-56701	56	28	degradation	degradation	NOUN
asir-56701	56	29	risks	risk	NOUN
asir-56701	56	30	in	in	ADP
asir-56701	56	31	advance	advance	NOUN
asir-56701	56	32	and	and	CCONJ
asir-56701	56	33	generate	generate	VERB
asir-56701	56	34	maintenance	maintenance	NOUN
asir-56701	56	35	schemes	scheme	NOUN
asir-56701	56	36	.	.	PUNCT
asir-56701	57	1	compared	compare	VERB
asir-56701	57	2	with	with	ADP
asir-56701	57	3	the	the	DET
asir-56701	57	4	traditional	traditional	ADJ
asir-56701	57	5	"	"	PUNCT
asir-56701	57	6	post	post	ADJ
asir-56701	57	7	-	-	ADJ
asir-56701	57	8	failure	failure	ADJ
asir-56701	57	9	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56701	57	10	applied	apply	VERB
asir-56701	57	11	science	science	NOUN
asir-56701	57	12	and	and	CCONJ
asir-56701	57	13	innovative	innovative	ADJ
asir-56701	57	14	research	research	NOUN
asir-56701	57	15	vol	vol	NOUN
asir-56701	57	16	.	.	PUNCT
asir-56701	58	1	9	9	NUM
asir-56701	58	2	,	,	PUNCT
asir-56701	58	3	no	no	INTJ
asir-56701	58	4	.	.	NOUN
asir-56701	58	5	4	4	NUM
asir-56701	58	6	,	,	PUNCT
asir-56701	58	7	2025	2025	NUM
asir-56701	58	8	61	61	NUM
asir-56701	58	9	published	publish	VERB
asir-56701	58	10	by	by	ADP
asir-56701	58	11	scholink	scholink	PROPN
asir-56701	58	12	inc	inc	PROPN
asir-56701	58	13	.	.	PROPN
asir-56701	58	14	maintenance	maintenance	PROPN
asir-56701	58	15	"	"	PUNCT
asir-56701	58	16	mode	mode	NOUN
asir-56701	58	17	,	,	PUNCT
asir-56701	58	18	the	the	DET
asir-56701	58	19	predictive	predictive	ADJ
asir-56701	58	20	maintenance	maintenance	NOUN
asir-56701	58	21	mode	mode	NOUN
asir-56701	58	22	can	can	AUX
asir-56701	58	23	reduce	reduce	VERB
asir-56701	58	24	the	the	DET
asir-56701	58	25	operation	operation	NOUN
asir-56701	58	26	&	&	CCONJ
asir-56701	58	27	maintenance	maintenance	NOUN
asir-56701	58	28	cost	cost	NOUN
asir-56701	58	29	by	by	ADP
asir-56701	58	30	more	more	ADJ
asir-56701	58	31	than	than	ADP
asir-56701	58	32	40	40	NUM
asir-56701	58	33	%	%	NOUN
asir-56701	58	34	and	and	CCONJ
asir-56701	58	35	extend	extend	VERB
asir-56701	58	36	the	the	DET
asir-56701	58	37	service	service	NOUN
asir-56701	58	38	life	life	NOUN
asir-56701	58	39	of	of	ADP
asir-56701	58	40	the	the	DET
asir-56701	58	41	bridge	bridge	NOUN
asir-56701	58	42	by	by	ADP
asir-56701	58	43	10	10	NUM
asir-56701	58	44	-	-	SYM
asir-56701	58	45	15	15	NUM
asir-56701	58	46	years	year	NOUN
asir-56701	58	47	.	.	PUNCT
asir-56701	59	1	3.4	3.4	NUM
asir-56701	59	2	disaster	disaster	NOUN
asir-56701	59	3	emergency	emergency	NOUN
asir-56701	59	4	stage	stage	NOUN
asir-56701	59	5	:	:	PUNCT
asir-56701	59	6	risk	risk	NOUN
asir-56701	59	7	early	early	ADJ
asir-56701	59	8	warning	warning	NOUN
asir-56701	59	9	and	and	CCONJ
asir-56701	59	10	resilience	resilience	NOUN
asir-56701	59	11	recovery	recovery	NOUN
asir-56701	59	12	3.4.1	3.4.1	NUM
asir-56701	59	13	real	real	ADJ
asir-56701	59	14	-	-	PUNCT
asir-56701	59	15	time	time	NOUN
asir-56701	59	16	early	early	ADJ
asir-56701	59	17	warning	warning	NOUN
asir-56701	59	18	of	of	ADP
asir-56701	59	19	disaster	disaster	NOUN
asir-56701	59	20	risks	risk	NOUN
asir-56701	59	21	ai	ai	VERB
asir-56701	59	22	technology	technology	NOUN
asir-56701	59	23	shows	show	VERB
asir-56701	59	24	high	high	ADJ
asir-56701	59	25	efficiency	efficiency	NOUN
asir-56701	59	26	and	and	CCONJ
asir-56701	59	27	forward	forward	ADV
asir-56701	59	28	-	-	PUNCT
asir-56701	59	29	looking	look	VERB
asir-56701	59	30	in	in	ADP
asir-56701	59	31	bridge	bridge	NOUN
asir-56701	59	32	disaster	disaster	NOUN
asir-56701	59	33	early	early	ADJ
asir-56701	59	34	warning	warning	NOUN
asir-56701	59	35	.	.	PUNCT
asir-56701	60	1	in	in	ADP
asir-56701	60	2	the	the	DET
asir-56701	60	3	safety	safety	NOUN
asir-56701	60	4	protection	protection	NOUN
asir-56701	60	5	of	of	ADP
asir-56701	60	6	suspension	suspension	NOUN
asir-56701	60	7	bridges	bridge	NOUN
asir-56701	60	8	,	,	PUNCT
asir-56701	60	9	the	the	DET
asir-56701	60	10	ai	ai	NOUN
asir-56701	60	11	-	-	PUNCT
asir-56701	60	12	based	base	VERB
asir-56701	60	13	safety	safety	NOUN
asir-56701	60	14	performance	performance	NOUN
asir-56701	60	15	prediction	prediction	NOUN
asir-56701	60	16	model	model	NOUN
asir-56701	60	17	for	for	ADP
asir-56701	60	18	oil	oil	NOUN
asir-56701	60	19	tanker	tanker	NOUN
asir-56701	60	20	explosion	explosion	NOUN
asir-56701	60	21	and	and	CCONJ
asir-56701	60	22	fire	fire	NOUN
asir-56701	60	23	environment	environment	NOUN
asir-56701	60	24	can	can	AUX
asir-56701	60	25	real	real	ADJ
asir-56701	60	26	-	-	PUNCT
asir-56701	60	27	time	time	NOUN
asir-56701	60	28	monitor	monitor	VERB
asir-56701	60	29	the	the	DET
asir-56701	60	30	fire	fire	NOUN
asir-56701	60	31	development	development	NOUN
asir-56701	60	32	trend	trend	NOUN
asir-56701	60	33	and	and	CCONJ
asir-56701	60	34	issue	issue	VERB
asir-56701	60	35	early	early	ADJ
asir-56701	60	36	warning	warning	NOUN
asir-56701	60	37	signals	signal	NOUN
asir-56701	60	38	;	;	PUNCT
asir-56701	60	39	when	when	SCONJ
asir-56701	60	40	an	an	DET
asir-56701	60	41	earthquake	earthquake	NOUN
asir-56701	60	42	occurs	occur	VERB
asir-56701	60	43	,	,	PUNCT
asir-56701	60	44	the	the	DET
asir-56701	60	45	ai	ai	NOUN
asir-56701	60	46	system	system	NOUN
asir-56701	60	47	can	can	AUX
asir-56701	60	48	quickly	quickly	ADV
asir-56701	60	49	predict	predict	VERB
asir-56701	60	50	the	the	DET
asir-56701	60	51	bridge	bridge	NOUN
asir-56701	60	52	structure	structure	NOUN
asir-56701	60	53	response	response	NOUN
asir-56701	60	54	,	,	PUNCT
asir-56701	60	55	providing	provide	VERB
asir-56701	60	56	valuable	valuable	ADJ
asir-56701	60	57	time	time	NOUN
asir-56701	60	58	for	for	ADP
asir-56701	60	59	emergency	emergency	NOUN
asir-56701	60	60	decision	decision	NOUN
asir-56701	60	61	-	-	PUNCT
asir-56701	60	62	making	making	NOUN
asir-56701	60	63	.	.	PUNCT
asir-56701	61	1	3.4.2	3.4.2	NUM
asir-56701	61	2	post	post	ADJ
asir-56701	61	3	-	-	ADJ
asir-56701	61	4	earthquake	earthquake	ADJ
asir-56701	61	5	resilience	resilience	NOUN
asir-56701	61	6	assessment	assessment	NOUN
asir-56701	61	7	and	and	CCONJ
asir-56701	61	8	recovery	recovery	NOUN
asir-56701	61	9	the	the	DET
asir-56701	61	10	post	post	ADJ
asir-56701	61	11	-	-	ADJ
asir-56701	61	12	earthquake	earthquake	ADJ
asir-56701	61	13	functional	functional	ADJ
asir-56701	61	14	recovery	recovery	NOUN
asir-56701	61	15	of	of	ADP
asir-56701	61	16	bridges	bridge	NOUN
asir-56701	61	17	depends	depend	VERB
asir-56701	61	18	on	on	ADP
asir-56701	61	19	rapid	rapid	ADJ
asir-56701	61	20	and	and	CCONJ
asir-56701	61	21	accurate	accurate	ADJ
asir-56701	61	22	damage	damage	NOUN
asir-56701	61	23	assessment	assessment	NOUN
asir-56701	61	24	.	.	PUNCT
asir-56701	62	1	ai	ai	VERB
asir-56701	62	2	technology	technology	NOUN
asir-56701	62	3	can	can	AUX
asir-56701	62	4	realize	realize	VERB
asir-56701	62	5	the	the	DET
asir-56701	62	6	automatic	automatic	ADJ
asir-56701	62	7	classification	classification	NOUN
asir-56701	62	8	of	of	ADP
asir-56701	62	9	bridge	bridge	NOUN
asir-56701	62	10	damage	damage	NOUN
asir-56701	62	11	degree	degree	NOUN
asir-56701	62	12	by	by	ADP
asir-56701	62	13	fusing	fuse	VERB
asir-56701	62	14	uav	uav	PROPN
asir-56701	62	15	images	image	NOUN
asir-56701	62	16	and	and	CCONJ
asir-56701	62	17	structural	structural	ADJ
asir-56701	62	18	monitoring	monitoring	NOUN
asir-56701	62	19	data	datum	NOUN
asir-56701	62	20	.	.	PUNCT
asir-56701	63	1	the	the	DET
asir-56701	63	2	ai	ai	PROPN
asir-56701	63	3	resilience	resilience	NOUN
asir-56701	63	4	assessment	assessment	NOUN
asir-56701	63	5	model	model	NOUN
asir-56701	63	6	that	that	PRON
asir-56701	63	7	considers	consider	VERB
asir-56701	63	8	the	the	DET
asir-56701	63	9	order	order	NOUN
asir-56701	63	10	of	of	ADP
asir-56701	63	11	component	component	NOUN
asir-56701	63	12	repair	repair	NOUN
asir-56701	63	13	can	can	AUX
asir-56701	63	14	optimize	optimize	VERB
asir-56701	63	15	the	the	DET
asir-56701	63	16	post	post	ADJ
asir-56701	63	17	-	-	ADJ
asir-56701	63	18	earthquake	earthquake	ADJ
asir-56701	63	19	repair	repair	NOUN
asir-56701	63	20	scheme	scheme	NOUN
asir-56701	63	21	,	,	PUNCT
asir-56701	63	22	shorten	shorten	VERB
asir-56701	63	23	the	the	DET
asir-56701	63	24	traffic	traffic	NOUN
asir-56701	63	25	recovery	recovery	NOUN
asir-56701	63	26	time	time	NOUN
asir-56701	63	27	by	by	ADP
asir-56701	63	28	more	more	ADJ
asir-56701	63	29	than	than	ADP
asir-56701	63	30	40	40	NUM
asir-56701	63	31	%	%	NOUN
asir-56701	63	32	,	,	PUNCT
asir-56701	63	33	and	and	CCONJ
asir-56701	63	34	significantly	significantly	ADV
asir-56701	63	35	improve	improve	VERB
asir-56701	63	36	the	the	DET
asir-56701	63	37	disaster	disaster	NOUN
asir-56701	63	38	resistance	resistance	NOUN
asir-56701	63	39	resilience	resilience	NOUN
asir-56701	63	40	of	of	ADP
asir-56701	63	41	the	the	DET
asir-56701	63	42	road	road	NOUN
asir-56701	63	43	network	network	NOUN
asir-56701	63	44	.	.	PUNCT
asir-56701	64	1	4	4	X
asir-56701	64	2	.	.	X
asir-56701	64	3	analysis	analysis	NOUN
asir-56701	64	4	of	of	ADP
asir-56701	64	5	a	a	DET
asir-56701	64	6	typical	typical	ADJ
asir-56701	64	7	engineering	engineering	NOUN
asir-56701	64	8	case	case	NOUN
asir-56701	64	9	:	:	PUNCT
asir-56701	64	10	ai	ai	VERB
asir-56701	64	11	-	-	PUNCT
asir-56701	64	12	assisted	assist	VERB
asir-56701	64	13	beam	beam	NOUN
asir-56701	64	14	replacement	replacement	NOUN
asir-56701	64	15	project	project	NOUN
asir-56701	64	16	at	at	ADP
asir-56701	64	17	keqiao	keqiao	NOUN
asir-56701	64	18	station	station	NOUN
asir-56701	64	19	of	of	ADP
asir-56701	64	20	shaoxing	shaoxing	PROPN
asir-56701	64	21	intercity	intercity	PROPN
asir-56701	64	22	railway	railway	NOUN
asir-56701	64	23	4.1	4.1	NUM
asir-56701	64	24	project	project	NOUN
asir-56701	64	25	background	background	NOUN
asir-56701	64	26	and	and	CCONJ
asir-56701	64	27	technical	technical	ADJ
asir-56701	64	28	challenges	challenge	NOUN
asir-56701	64	29	the	the	DET
asir-56701	64	30	construction	construction	NOUN
asir-56701	64	31	of	of	ADP
asir-56701	64	32	keqiao	keqiao	NOUN
asir-56701	64	33	station	station	NOUN
asir-56701	64	34	of	of	ADP
asir-56701	64	35	shaoxing	shaoxing	PROPN
asir-56701	64	36	intercity	intercity	PROPN
asir-56701	64	37	railway	railway	NOUN
asir-56701	64	38	required	require	VERB
asir-56701	64	39	the	the	DET
asir-56701	64	40	replacement	replacement	NOUN
asir-56701	64	41	of	of	ADP
asir-56701	64	42	a	a	DET
asir-56701	64	43	bridge	bridge	NOUN
asir-56701	64	44	on	on	ADP
asir-56701	64	45	the	the	DET
asir-56701	64	46	operating	operate	VERB
asir-56701	64	47	xiaoshan	xiaoshan	PROPN
asir-56701	64	48	-	-	PUNCT
asir-56701	64	49	ningbo	ningbo	PROPN
asir-56701	64	50	railway	railway	NOUN
asir-56701	64	51	trunk	trunk	NOUN
asir-56701	64	52	line	line	NOUN
asir-56701	64	53	,	,	PUNCT
asir-56701	64	54	replacing	replace	VERB
asir-56701	64	55	the	the	DET
asir-56701	64	56	concrete	concrete	ADJ
asir-56701	64	57	beam	beam	NOUN
asir-56701	64	58	in	in	ADP
asir-56701	64	59	the	the	DET
asir-56701	64	60	"	"	PUNCT
asir-56701	64	61	throat	throat	NOUN
asir-56701	64	62	area	area	NOUN
asir-56701	64	63	"	"	PUNCT
asir-56701	64	64	with	with	ADP
asir-56701	64	65	a	a	DET
asir-56701	64	66	4,389.6	4,389.6	NOUN
asir-56701	64	67	-	-	PUNCT
asir-56701	64	68	ton	ton	NOUN
asir-56701	64	69	steel	steel	NOUN
asir-56701	64	70	box	box	PROPN
asir-56701	64	71	girder	girder	NOUN
asir-56701	64	72	.	.	PUNCT
asir-56701	65	1	the	the	DET
asir-56701	65	2	project	project	NOUN
asir-56701	65	3	faced	face	VERB
asir-56701	65	4	three	three	NUM
asir-56701	65	5	major	major	ADJ
asir-56701	65	6	challenges	challenge	NOUN
asir-56701	65	7	:	:	PUNCT
asir-56701	65	8	first	first	ADJ
asir-56701	65	9	,	,	PUNCT
asir-56701	65	10	extremely	extremely	ADV
asir-56701	65	11	high	high	ADJ
asir-56701	65	12	construction	construction	NOUN
asir-56701	65	13	precision	precision	NOUN
asir-56701	65	14	requirements	requirement	NOUN
asir-56701	65	15	,	,	PUNCT
asir-56701	65	16	with	with	ADP
asir-56701	65	17	a	a	DET
asir-56701	65	18	gap	gap	NOUN
asir-56701	65	19	of	of	ADP
asir-56701	65	20	only	only	ADV
asir-56701	65	21	10	10	NUM
asir-56701	65	22	cm	cm	NOUN
asir-56701	65	23	between	between	ADP
asir-56701	65	24	the	the	DET
asir-56701	65	25	two	two	NUM
asir-56701	65	26	ends	end	NOUN
asir-56701	65	27	of	of	ADP
asir-56701	65	28	the	the	DET
asir-56701	65	29	beam	beam	NOUN
asir-56701	65	30	and	and	CCONJ
asir-56701	65	31	the	the	DET
asir-56701	65	32	existing	exist	VERB
asir-56701	65	33	structure	structure	NOUN
asir-56701	65	34	;	;	PUNCT
asir-56701	65	35	second	second	ADJ
asir-56701	65	36	,	,	PUNCT
asir-56701	65	37	high	high	ADJ
asir-56701	65	38	safety	safety	NOUN
asir-56701	65	39	risks	risk	NOUN
asir-56701	65	40	,	,	PUNCT
asir-56701	65	41	as	as	SCONJ
asir-56701	65	42	construction	construction	NOUN
asir-56701	65	43	needed	need	VERB
asir-56701	65	44	to	to	PART
asir-56701	65	45	ensure	ensure	VERB
asir-56701	65	46	the	the	DET
asir-56701	65	47	normal	normal	ADJ
asir-56701	65	48	operation	operation	NOUN
asir-56701	65	49	of	of	ADP
asir-56701	65	50	the	the	DET
asir-56701	65	51	railway	railway	NOUN
asir-56701	65	52	;	;	PUNCT
asir-56701	65	53	third	third	ADJ
asir-56701	65	54	,	,	PUNCT
asir-56701	65	55	tight	tight	ADJ
asir-56701	65	56	operation	operation	NOUN
asir-56701	65	57	time	time	NOUN
asir-56701	65	58	,	,	PUNCT
asir-56701	65	59	requiring	require	VERB
asir-56701	65	60	the	the	DET
asir-56701	65	61	beam	beam	NOUN
asir-56701	65	62	replacement	replacement	NOUN
asir-56701	65	63	to	to	PART
asir-56701	65	64	be	be	AUX
asir-56701	65	65	completed	complete	VERB
asir-56701	65	66	within	within	ADP
asir-56701	65	67	an	an	DET
asir-56701	65	68	extremely	extremely	ADV
asir-56701	65	69	short	short	ADJ
asir-56701	65	70	maintenance	maintenance	NOUN
asir-56701	65	71	window	window	NOUN
asir-56701	65	72	.	.	PUNCT
asir-56701	66	1	4.2	4.2	NUM
asir-56701	66	2	ai	ai	PROPN
asir-56701	66	3	technology	technology	NOUN
asir-56701	66	4	application	application	NOUN
asir-56701	66	5	scheme	scheme	NOUN
asir-56701	66	6	china	china	PROPN
asir-56701	66	7	railway	railway	PROPN
asir-56701	66	8	24th	24th	PROPN
asir-56701	66	9	bureau	bureau	NOUN
asir-56701	66	10	group	group	NOUN
asir-56701	66	11	,	,	PUNCT
asir-56701	66	12	in	in	ADP
asir-56701	66	13	cooperation	cooperation	NOUN
asir-56701	66	14	with	with	ADP
asir-56701	66	15	universities	university	NOUN
asir-56701	66	16	,	,	PUNCT
asir-56701	66	17	developed	develop	VERB
asir-56701	66	18	an	an	DET
asir-56701	66	19	ai	ai	NOUN
asir-56701	66	20	intelligent	intelligent	ADJ
asir-56701	66	21	control	control	NOUN
asir-56701	66	22	system	system	NOUN
asir-56701	66	23	and	and	CCONJ
asir-56701	66	24	constructed	construct	VERB
asir-56701	66	25	a	a	DET
asir-56701	66	26	three	three	NUM
asir-56701	66	27	-	-	PUNCT
asir-56701	66	28	in	in	ADP
asir-56701	66	29	-	-	PUNCT
asir-56701	66	30	one	one	NUM
asir-56701	66	31	technical	technical	ADJ
asir-56701	66	32	system	system	NOUN
asir-56701	66	33	of	of	ADP
asir-56701	66	34	"	"	PUNCT
asir-56701	66	35	perception	perception	NOUN
asir-56701	66	36	simulation	simulation	NOUN
asir-56701	66	37	control	control	NOUN
asir-56701	66	38	"	"	PUNCT
asir-56701	66	39	:	:	PUNCT
asir-56701	66	40	1.perception	1.perception	NUM
asir-56701	66	41	module	module	NOUN
asir-56701	66	42	*	*	NOUN
asir-56701	66	43	*	*	NOUN
asir-56701	66	44	:	:	PUNCT
asir-56701	66	45	integrated	integrated	ADJ
asir-56701	66	46	fiber	fiber	NOUN
asir-56701	66	47	bragg	bragg	PROPN
asir-56701	66	48	grating	grating	NOUN
asir-56701	66	49	sensors	sensor	NOUN
asir-56701	66	50	,	,	PUNCT
asir-56701	66	51	strain	strain	NOUN
asir-56701	66	52	gauges	gauge	NOUN
asir-56701	66	53	and	and	CCONJ
asir-56701	66	54	beidou	beidou	NOUN
asir-56701	66	55	positioning	positioning	NOUN
asir-56701	66	56	technology	technology	NOUN
asir-56701	66	57	,	,	PUNCT
asir-56701	66	58	and	and	CCONJ
asir-56701	66	59	deployed	deploy	VERB
asir-56701	66	60	40	40	NUM
asir-56701	66	61	high	high	ADJ
asir-56701	66	62	-	-	PUNCT
asir-56701	66	63	precision	precision	NOUN
asir-56701	66	64	sensing	sensing	NOUN
asir-56701	66	65	points	point	NOUN
asir-56701	66	66	to	to	PART
asir-56701	66	67	realize	realize	VERB
asir-56701	66	68	real	real	ADJ
asir-56701	66	69	-	-	PUNCT
asir-56701	66	70	time	time	NOUN
asir-56701	66	71	collection	collection	NOUN
asir-56701	66	72	and	and	CCONJ
asir-56701	66	73	millimeterlevel	millimeterlevel	NOUN
asir-56701	66	74	perception	perception	NOUN
asir-56701	66	75	of	of	ADP
asir-56701	66	76	beam	beam	ADJ
asir-56701	66	77	attitude	attitude	NOUN
asir-56701	66	78	data	datum	NOUN
asir-56701	66	79	;	;	PUNCT
asir-56701	66	80	2.simulation	2.simulation	NUM
asir-56701	66	81	module	module	NOUN
asir-56701	66	82	*	*	NOUN
asir-56701	66	83	*	*	NOUN
asir-56701	66	84	:	:	PUNCT
asir-56701	66	85	used	use	VERB
asir-56701	66	86	the	the	DET
asir-56701	66	87	digital	digital	ADJ
asir-56701	66	88	twin	twin	ADJ
asir-56701	66	89	model	model	NOUN
asir-56701	66	90	to	to	PART
asir-56701	66	91	deduce	deduce	VERB
asir-56701	66	92	the	the	DET
asir-56701	66	93	whole	whole	ADJ
asir-56701	66	94	process	process	NOUN
asir-56701	66	95	of	of	ADP
asir-56701	66	96	incremental	incremental	ADJ
asir-56701	66	97	launching	launching	NOUN
asir-56701	66	98	in	in	ADP
asir-56701	66	99	advance	advance	NOUN
asir-56701	66	100	,	,	PUNCT
asir-56701	66	101	identifying	identify	VERB
asir-56701	66	102	and	and	CCONJ
asir-56701	66	103	correcting	correct	VERB
asir-56701	66	104	potential	potential	ADJ
asir-56701	66	105	"	"	PUNCT
asir-56701	66	106	bugs	bug	NOUN
asir-56701	66	107	"	"	PUNCT
asir-56701	66	108	in	in	ADP
asir-56701	66	109	construction	construction	NOUN
asir-56701	66	110	;	;	PUNCT
asir-56701	66	111	3.control	3.control	NUM
asir-56701	66	112	module	module	NOUN
asir-56701	66	113	*	*	NOUN
asir-56701	66	114	*	*	NOUN
asir-56701	66	115	:	:	PUNCT
asir-56701	66	116	synchronously	synchronously	ADV
asir-56701	66	117	controlled	control	VERB
asir-56701	66	118	46	46	NUM
asir-56701	66	119	jacks	jack	NOUN
asir-56701	66	120	based	base	VERB
asir-56701	66	121	on	on	ADP
asir-56701	66	122	intelligent	intelligent	ADJ
asir-56701	66	123	algorithms	algorithm	NOUN
asir-56701	66	124	,	,	PUNCT
asir-56701	66	125	realizing	realize	VERB
asir-56701	66	126	automatic	automatic	ADJ
asir-56701	66	127	and	and	CCONJ
asir-56701	66	128	precise	precise	ADJ
asir-56701	66	129	control	control	NOUN
asir-56701	66	130	of	of	ADP
asir-56701	66	131	beam	beam	NOUN
asir-56701	66	132	incremental	incremental	ADJ
asir-56701	66	133	launching	launching	NOUN
asir-56701	66	134	.	.	PUNCT
asir-56701	67	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-56701	67	2	applied	apply	VERB
asir-56701	67	3	science	science	NOUN
asir-56701	67	4	and	and	CCONJ
asir-56701	67	5	innovative	innovative	ADJ
asir-56701	67	6	research	research	NOUN
asir-56701	67	7	vol	vol	NOUN
asir-56701	67	8	.	.	PUNCT
asir-56701	68	1	9	9	NUM
asir-56701	68	2	,	,	PUNCT
asir-56701	68	3	no	no	INTJ
asir-56701	68	4	.	.	NOUN
asir-56701	68	5	4	4	NUM
asir-56701	68	6	,	,	PUNCT
asir-56701	68	7	2025	2025	NUM
asir-56701	68	8	62	62	NUM
asir-56701	68	9	published	publish	VERB
asir-56701	68	10	by	by	ADP
asir-56701	68	11	scholink	scholink	PROPN
asir-56701	68	12	inc	inc	PROPN
asir-56701	68	13	.	.	PROPN
asir-56701	68	14	4.3	4.3	NUM
asir-56701	68	15	application	application	NOUN
asir-56701	68	16	effects	effect	NOUN
asir-56701	68	17	with	with	ADP
asir-56701	68	18	the	the	DET
asir-56701	68	19	support	support	NOUN
asir-56701	68	20	of	of	ADP
asir-56701	68	21	ai	ai	PROPN
asir-56701	68	22	technology	technology	NOUN
asir-56701	68	23	,	,	PUNCT
asir-56701	68	24	the	the	DET
asir-56701	68	25	engineering	engineering	NOUN
asir-56701	68	26	team	team	NOUN
asir-56701	68	27	successfully	successfully	ADV
asir-56701	68	28	completed	complete	VERB
asir-56701	68	29	the	the	DET
asir-56701	68	30	ejection	ejection	NOUN
asir-56701	68	31	of	of	ADP
asir-56701	68	32	the	the	DET
asir-56701	68	33	old	old	ADJ
asir-56701	68	34	beam	beam	NOUN
asir-56701	68	35	and	and	CCONJ
asir-56701	68	36	the	the	DET
asir-56701	68	37	positioning	positioning	NOUN
asir-56701	68	38	of	of	ADP
asir-56701	68	39	the	the	DET
asir-56701	68	40	new	new	ADJ
asir-56701	68	41	beam	beam	NOUN
asir-56701	68	42	,	,	PUNCT
asir-56701	68	43	achieving	achieve	VERB
asir-56701	68	44	three	three	NUM
asir-56701	68	45	breakthroughs	breakthrough	NOUN
asir-56701	68	46	:	:	PUNCT
asir-56701	68	47	first	first	ADV
asir-56701	68	48	,	,	PUNCT
asir-56701	68	49	a	a	DET
asir-56701	68	50	breakthrough	breakthrough	NOUN
asir-56701	68	51	in	in	ADP
asir-56701	68	52	precision	precision	NOUN
asir-56701	68	53	control	control	NOUN
asir-56701	68	54	,	,	PUNCT
asir-56701	68	55	with	with	ADP
asir-56701	68	56	the	the	DET
asir-56701	68	57	positioning	positioning	NOUN
asir-56701	68	58	deviation	deviation	NOUN
asir-56701	68	59	of	of	ADP
asir-56701	68	60	the	the	DET
asir-56701	68	61	new	new	ADJ
asir-56701	68	62	beam	beam	NOUN
asir-56701	68	63	controlled	control	VERB
asir-56701	68	64	within	within	ADP
asir-56701	68	65	2	2	NUM
asir-56701	68	66	-	-	SYM
asir-56701	68	67	3	3	NUM
asir-56701	68	68	mm	mm	NOUN
asir-56701	68	69	;	;	PUNCT
asir-56701	68	70	second	second	ADJ
asir-56701	68	71	,	,	PUNCT
asir-56701	68	72	efficiency	efficiency	NOUN
asir-56701	68	73	improvement	improvement	NOUN
asir-56701	68	74	,	,	PUNCT
asir-56701	68	75	shortening	shorten	VERB
asir-56701	68	76	the	the	DET
asir-56701	68	77	operation	operation	NOUN
asir-56701	68	78	time	time	NOUN
asir-56701	68	79	by	by	ADP
asir-56701	68	80	50	50	NUM
asir-56701	68	81	%	%	NOUN
asir-56701	68	82	compared	compare	VERB
asir-56701	68	83	with	with	ADP
asir-56701	68	84	traditional	traditional	ADJ
asir-56701	68	85	technology	technology	NOUN
asir-56701	68	86	;	;	PUNCT
asir-56701	68	87	third	third	X
asir-56701	68	88	,	,	PUNCT
asir-56701	68	89	safety	safety	NOUN
asir-56701	68	90	guarantee	guarantee	NOUN
asir-56701	68	91	,	,	PUNCT
asir-56701	68	92	with	with	ADP
asir-56701	68	93	no	no	DET
asir-56701	68	94	impact	impact	NOUN
asir-56701	68	95	on	on	ADP
asir-56701	68	96	railway	railway	NOUN
asir-56701	68	97	operation	operation	NOUN
asir-56701	68	98	during	during	ADP
asir-56701	68	99	the	the	DET
asir-56701	68	100	construction	construction	NOUN
asir-56701	68	101	period	period	NOUN
asir-56701	68	102	.	.	PUNCT
asir-56701	69	1	this	this	DET
asir-56701	69	2	case	case	NOUN
asir-56701	69	3	has	have	AUX
asir-56701	69	4	become	become	VERB
asir-56701	69	5	a	a	DET
asir-56701	69	6	benchmark	benchmark	NOUN
asir-56701	69	7	project	project	NOUN
asir-56701	69	8	for	for	ADP
asir-56701	69	9	ai	ai	ADJ
asir-56701	69	10	-	-	PUNCT
asir-56701	69	11	assisted	assist	VERB
asir-56701	69	12	reconstruction	reconstruction	NOUN
asir-56701	69	13	of	of	ADP
asir-56701	69	14	bridges	bridge	NOUN
asir-56701	69	15	on	on	ADP
asir-56701	69	16	operating	operating	NOUN
asir-56701	69	17	railways	railway	NOUN
asir-56701	69	18	in	in	ADP
asir-56701	69	19	china	china	PROPN
asir-56701	69	20	,	,	PUNCT
asir-56701	69	21	providing	provide	VERB
asir-56701	69	22	a	a	DET
asir-56701	69	23	technical	technical	ADJ
asir-56701	69	24	model	model	NOUN
asir-56701	69	25	for	for	ADP
asir-56701	69	26	similar	similar	ADJ
asir-56701	69	27	projects	project	NOUN
asir-56701	69	28	.	.	PUNCT
asir-56701	70	1	5	5	X
asir-56701	70	2	.	.	X
asir-56701	70	3	challenges	challenge	NOUN
asir-56701	70	4	and	and	CCONJ
asir-56701	70	5	prospects	prospect	NOUN
asir-56701	70	6	of	of	ADP
asir-56701	70	7	ai	ai	ADJ
asir-56701	70	8	application	application	NOUN
asir-56701	70	9	in	in	ADP
asir-56701	70	10	smart	smart	ADJ
asir-56701	70	11	bridges	bridge	NOUN
asir-56701	70	12	5.1	5.1	NUM
asir-56701	70	13	main	main	ADJ
asir-56701	70	14	challenges	challenge	NOUN
asir-56701	70	15	5.1.1	5.1.1	NUM
asir-56701	70	16	data	datum	NOUN
asir-56701	70	17	governance	governance	NOUN
asir-56701	70	18	difficulties	difficulty	NOUN
asir-56701	70	19	bridge	bridge	NOUN
asir-56701	70	20	engineering	engineering	NOUN
asir-56701	70	21	data	datum	NOUN
asir-56701	70	22	presents	present	VERB
asir-56701	70	23	the	the	DET
asir-56701	70	24	characteristics	characteristic	NOUN
asir-56701	70	25	of	of	ADP
asir-56701	70	26	"	"	PUNCT
asir-56701	70	27	multi	multi	ADJ
asir-56701	70	28	-	-	ADJ
asir-56701	70	29	source	source	ADJ
asir-56701	70	30	heterogeneity	heterogeneity	NOUN
asir-56701	70	31	and	and	CCONJ
asir-56701	70	32	inconsistent	inconsistent	ADJ
asir-56701	70	33	standards	standard	NOUN
asir-56701	70	34	"	"	PUNCT
asir-56701	70	35	.	.	PUNCT
asir-56701	71	1	design	design	NOUN
asir-56701	71	2	drawings	drawing	NOUN
asir-56701	71	3	,	,	PUNCT
asir-56701	71	4	construction	construction	NOUN
asir-56701	71	5	records	record	NOUN
asir-56701	71	6	and	and	CCONJ
asir-56701	71	7	monitoring	monitor	VERB
asir-56701	71	8	data	datum	NOUN
asir-56701	71	9	have	have	AUX
asir-56701	71	10	not	not	PART
asir-56701	71	11	yet	yet	ADV
asir-56701	71	12	formed	form	VERB
asir-56701	71	13	a	a	DET
asir-56701	71	14	unified	unified	ADJ
asir-56701	71	15	data	datum	NOUN
asir-56701	71	16	standard	standard	NOUN
asir-56701	71	17	,	,	PUNCT
asir-56701	71	18	leading	lead	VERB
asir-56701	71	19	to	to	ADP
asir-56701	71	20	prominent	prominent	ADJ
asir-56701	71	21	data	datum	NOUN
asir-56701	71	22	silos	silo	NOUN
asir-56701	71	23	.	.	PUNCT
asir-56701	72	1	in	in	ADP
asir-56701	72	2	addition	addition	NOUN
asir-56701	72	3	,	,	PUNCT
asir-56701	72	4	the	the	DET
asir-56701	72	5	scarcity	scarcity	NOUN
asir-56701	72	6	of	of	ADP
asir-56701	72	7	sample	sample	NOUN
asir-56701	72	8	data	datum	NOUN
asir-56701	72	9	under	under	ADP
asir-56701	72	10	extreme	extreme	ADJ
asir-56701	72	11	working	work	VERB
asir-56701	72	12	conditions	condition	NOUN
asir-56701	72	13	restricts	restrict	VERB
asir-56701	72	14	the	the	DET
asir-56701	72	15	generalization	generalization	NOUN
asir-56701	72	16	ability	ability	NOUN
asir-56701	72	17	of	of	ADP
asir-56701	72	18	ai	ai	PROPN
asir-56701	72	19	models	model	NOUN
asir-56701	72	20	.	.	PUNCT
asir-56701	73	1	5.1.2	5.1.2	NUM
asir-56701	73	2	insufficient	insufficient	ADJ
asir-56701	73	3	algorithm	algorithm	NOUN
asir-56701	73	4	reliability	reliability	NOUN
asir-56701	73	5	and	and	CCONJ
asir-56701	73	6	interpretability	interpretability	NOUN
asir-56701	73	7	existing	exist	VERB
asir-56701	73	8	ai	ai	NOUN
asir-56701	73	9	models	model	NOUN
asir-56701	73	10	are	be	AUX
asir-56701	73	11	mostly	mostly	ADV
asir-56701	73	12	"	"	PUNCT
asir-56701	73	13	black	black	ADJ
asir-56701	73	14	-	-	PUNCT
asir-56701	73	15	box	box	NOUN
asir-56701	73	16	"	"	PUNCT
asir-56701	73	17	systems	system	NOUN
asir-56701	73	18	.	.	PUNCT
asir-56701	74	1	in	in	ADP
asir-56701	74	2	key	key	ADJ
asir-56701	74	3	scenarios	scenario	NOUN
asir-56701	74	4	such	such	ADJ
asir-56701	74	5	as	as	ADP
asir-56701	74	6	bridge	bridge	NOUN
asir-56701	74	7	seismic	seismic	ADJ
asir-56701	74	8	resistance	resistance	NOUN
asir-56701	74	9	,	,	PUNCT
asir-56701	74	10	the	the	DET
asir-56701	74	11	non	non	NOUN
asir-56701	74	12	-	-	NOUN
asir-56701	74	13	interpretability	interpretability	NOUN
asir-56701	74	14	of	of	ADP
asir-56701	74	15	the	the	DET
asir-56701	74	16	algorithm	algorithm	NOUN
asir-56701	74	17	decision	decision	NOUN
asir-56701	74	18	-	-	PUNCT
asir-56701	74	19	making	make	VERB
asir-56701	74	20	process	process	NOUN
asir-56701	74	21	reduces	reduce	VERB
asir-56701	74	22	engineers	engineer	NOUN
asir-56701	74	23	'	'	PART
asir-56701	74	24	trust	trust	NOUN
asir-56701	74	25	in	in	ADP
asir-56701	74	26	the	the	DET
asir-56701	74	27	technology	technology	NOUN
asir-56701	74	28	.	.	PUNCT
asir-56701	75	1	at	at	ADP
asir-56701	75	2	the	the	DET
asir-56701	75	3	same	same	ADJ
asir-56701	75	4	time	time	NOUN
asir-56701	75	5	,	,	PUNCT
asir-56701	75	6	the	the	DET
asir-56701	75	7	reliability	reliability	NOUN
asir-56701	75	8	of	of	ADP
asir-56701	75	9	ai	ai	ADJ
asir-56701	75	10	models	model	NOUN
asir-56701	75	11	in	in	ADP
asir-56701	75	12	dealing	deal	VERB
asir-56701	75	13	with	with	ADP
asir-56701	75	14	extreme	extreme	ADJ
asir-56701	75	15	environments	environment	NOUN
asir-56701	75	16	needs	need	VERB
asir-56701	75	17	to	to	PART
asir-56701	75	18	be	be	AUX
asir-56701	75	19	improved	improve	VERB
asir-56701	75	20	,	,	PUNCT
asir-56701	75	21	as	as	SCONJ
asir-56701	75	22	they	they	PRON
asir-56701	75	23	are	be	AUX
asir-56701	75	24	vulnerable	vulnerable	ADJ
asir-56701	75	25	to	to	PART
asir-56701	75	26	interference	interference	VERB
asir-56701	75	27	from	from	ADP
asir-56701	75	28	abnormal	abnormal	ADJ
asir-56701	75	29	data	datum	NOUN
asir-56701	75	30	.	.	PUNCT
asir-56701	76	1	5.1.3	5.1.3	NUM
asir-56701	76	2	technology	technology	NOUN
asir-56701	76	3	integration	integration	NOUN
asir-56701	76	4	and	and	CCONJ
asir-56701	76	5	cost	cost	NOUN
asir-56701	76	6	issues	issue	NOUN
asir-56701	76	7	there	there	PRON
asir-56701	76	8	are	be	VERB
asir-56701	76	9	barriers	barrier	NOUN
asir-56701	76	10	to	to	ADP
asir-56701	76	11	the	the	DET
asir-56701	76	12	integration	integration	NOUN
asir-56701	76	13	of	of	ADP
asir-56701	76	14	ai	ai	PROPN
asir-56701	76	15	technology	technology	NOUN
asir-56701	76	16	and	and	CCONJ
asir-56701	76	17	traditional	traditional	ADJ
asir-56701	76	18	bridge	bridge	NOUN
asir-56701	76	19	engineering	engineering	NOUN
asir-56701	76	20	technology	technology	NOUN
asir-56701	76	21	.	.	PUNCT
asir-56701	77	1	some	some	DET
asir-56701	77	2	construction	construction	NOUN
asir-56701	77	3	enterprises	enterprise	NOUN
asir-56701	77	4	lack	lack	VERB
asir-56701	77	5	compound	compound	NOUN
asir-56701	77	6	talents	talent	NOUN
asir-56701	77	7	who	who	PRON
asir-56701	77	8	are	be	AUX
asir-56701	77	9	proficient	proficient	ADJ
asir-56701	77	10	in	in	ADP
asir-56701	77	11	both	both	PRON
asir-56701	77	12	ai	ai	VERB
asir-56701	77	13	technology	technology	NOUN
asir-56701	77	14	and	and	CCONJ
asir-56701	77	15	bridge	bridge	NOUN
asir-56701	77	16	engineering	engineering	NOUN
asir-56701	77	17	.	.	PUNCT
asir-56701	78	1	in	in	ADP
asir-56701	78	2	addition	addition	NOUN
asir-56701	78	3	,	,	PUNCT
asir-56701	78	4	the	the	DET
asir-56701	78	5	deployment	deployment	NOUN
asir-56701	78	6	cost	cost	NOUN
asir-56701	78	7	of	of	ADP
asir-56701	78	8	high	high	ADJ
asir-56701	78	9	-	-	PUNCT
asir-56701	78	10	precision	precision	NOUN
asir-56701	78	11	sensing	sense	VERB
asir-56701	78	12	equipment	equipment	NOUN
asir-56701	78	13	and	and	CCONJ
asir-56701	78	14	ai	ai	PROPN
asir-56701	78	15	systems	system	NOUN
asir-56701	78	16	is	be	AUX
asir-56701	78	17	relatively	relatively	ADV
asir-56701	78	18	high	high	ADJ
asir-56701	78	19	,	,	PUNCT
asir-56701	78	20	which	which	PRON
asir-56701	78	21	restricts	restrict	VERB
asir-56701	78	22	the	the	DET
asir-56701	78	23	popularization	popularization	NOUN
asir-56701	78	24	and	and	CCONJ
asir-56701	78	25	application	application	NOUN
asir-56701	78	26	of	of	ADP
asir-56701	78	27	the	the	DET
asir-56701	78	28	technology	technology	NOUN
asir-56701	78	29	in	in	ADP
asir-56701	78	30	medium	medium	ADJ
asir-56701	78	31	and	and	CCONJ
asir-56701	78	32	smallspan	smallspan	NOUN
asir-56701	78	33	bridges	bridge	NOUN
asir-56701	78	34	.	.	PUNCT
asir-56701	79	1	5.2	5.2	NUM
asir-56701	79	2	development	development	NOUN
asir-56701	79	3	prospects	prospect	VERB
asir-56701	79	4	5.2.1	5.2.1	NUM
asir-56701	79	5	integrated	integrate	VERB
asir-56701	79	6	application	application	NOUN
asir-56701	79	7	of	of	ADP
asir-56701	79	8	multimodal	multimodal	ADJ
asir-56701	79	9	large	large	ADJ
asir-56701	79	10	models	model	NOUN
asir-56701	79	11	in	in	ADP
asir-56701	79	12	the	the	DET
asir-56701	79	13	future	future	NOUN
asir-56701	79	14	,	,	PUNCT
asir-56701	79	15	multimodal	multimodal	NOUN
asir-56701	79	16	ai	ai	VERB
asir-56701	79	17	large	large	ADJ
asir-56701	79	18	models	model	NOUN
asir-56701	79	19	integrating	integrate	VERB
asir-56701	79	20	visual	visual	ADJ
asir-56701	79	21	,	,	PUNCT
asir-56701	79	22	structural	structural	ADJ
asir-56701	79	23	and	and	CCONJ
asir-56701	79	24	environmental	environmental	ADJ
asir-56701	79	25	data	datum	NOUN
asir-56701	79	26	will	will	AUX
asir-56701	79	27	be	be	AUX
asir-56701	79	28	constructed	construct	VERB
asir-56701	79	29	.	.	PUNCT
asir-56701	80	1	combined	combine	VERB
asir-56701	80	2	with	with	ADP
asir-56701	80	3	pre	pre	ADJ
asir-56701	80	4	-	-	ADJ
asir-56701	80	5	training	training	NOUN
asir-56701	80	6	and	and	CCONJ
asir-56701	80	7	transfer	transfer	NOUN
asir-56701	80	8	learning	learning	NOUN
asir-56701	80	9	technologies	technology	NOUN
asir-56701	80	10	,	,	PUNCT
asir-56701	80	11	the	the	DET
asir-56701	80	12	problem	problem	NOUN
asir-56701	80	13	of	of	ADP
asir-56701	80	14	scarce	scarce	ADJ
asir-56701	80	15	samples	sample	NOUN
asir-56701	80	16	under	under	ADP
asir-56701	80	17	extreme	extreme	ADJ
asir-56701	80	18	working	working	NOUN
asir-56701	80	19	conditions	condition	NOUN
asir-56701	80	20	will	will	AUX
asir-56701	80	21	be	be	AUX
asir-56701	80	22	solved	solve	VERB
asir-56701	80	23	.	.	PUNCT
asir-56701	81	1	for	for	ADP
asir-56701	81	2	example	example	NOUN
asir-56701	81	3	,	,	PUNCT
asir-56701	81	4	by	by	ADP
asir-56701	81	5	integrating	integrate	VERB
asir-56701	81	6	digital	digital	ADJ
asir-56701	81	7	twins	twin	NOUN
asir-56701	81	8	and	and	CCONJ
asir-56701	81	9	generative	generative	ADJ
asir-56701	81	10	ai	ai	PROPN
asir-56701	81	11	,	,	PUNCT
asir-56701	81	12	virtual	virtual	ADJ
asir-56701	81	13	deduction	deduction	NOUN
asir-56701	81	14	and	and	CCONJ
asir-56701	81	15	intelligent	intelligent	ADJ
asir-56701	81	16	decision	decision	NOUN
asir-56701	81	17	-	-	PUNCT
asir-56701	81	18	making	making	NOUN
asir-56701	81	19	throughout	throughout	ADP
asir-56701	81	20	the	the	DET
asir-56701	81	21	whole	whole	ADJ
asir-56701	81	22	life	life	NOUN
asir-56701	81	23	cycle	cycle	NOUN
asir-56701	81	24	of	of	ADP
asir-56701	81	25	bridges	bridge	NOUN
asir-56701	81	26	will	will	AUX
asir-56701	81	27	be	be	AUX
asir-56701	81	28	realized	realize	VERB
asir-56701	81	29	.	.	PUNCT
asir-56701	82	1	5.2.2	5.2.2	NUM
asir-56701	82	2	algorithm	algorithm	NOUN
asir-56701	82	3	interpretability	interpretability	NOUN
asir-56701	82	4	and	and	CCONJ
asir-56701	82	5	standardization	standardization	NOUN
asir-56701	82	6	construction	construction	NOUN
asir-56701	82	7	the	the	DET
asir-56701	82	8	construction	construction	NOUN
asir-56701	82	9	of	of	ADP
asir-56701	82	10	a	a	DET
asir-56701	82	11	standard	standard	ADJ
asir-56701	82	12	system	system	NOUN
asir-56701	82	13	in	in	ADP
asir-56701	82	14	the	the	DET
asir-56701	82	15	field	field	NOUN
asir-56701	82	16	of	of	ADP
asir-56701	82	17	"	"	PUNCT
asir-56701	82	18	ai	ai	PROPN
asir-56701	82	19	+	+	CCONJ
asir-56701	82	20	bridge	bridge	NOUN
asir-56701	82	21	engineering	engineering	NOUN
asir-56701	82	22	"	"	PUNCT
asir-56701	82	23	will	will	AUX
asir-56701	82	24	be	be	AUX
asir-56701	82	25	promoted	promote	VERB
asir-56701	82	26	,	,	PUNCT
asir-56701	82	27	clarifying	clarify	VERB
asir-56701	82	28	the	the	DET
asir-56701	82	29	technical	technical	ADJ
asir-56701	82	30	specifications	specification	NOUN
asir-56701	82	31	for	for	ADP
asir-56701	82	32	data	data	NOUN
asir-56701	82	33	collection	collection	NOUN
asir-56701	82	34	,	,	PUNCT
asir-56701	82	35	model	model	NOUN
asir-56701	82	36	training	training	NOUN
asir-56701	82	37	and	and	CCONJ
asir-56701	82	38	decision	decision	NOUN
asir-56701	82	39	output	output	NOUN
asir-56701	82	40	.	.	PUNCT
asir-56701	83	1	explainable	explainable	ADJ
asir-56701	83	2	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56701	83	3	applied	apply	VERB
asir-56701	83	4	science	science	NOUN
asir-56701	83	5	and	and	CCONJ
asir-56701	83	6	innovative	innovative	ADJ
asir-56701	83	7	research	research	NOUN
asir-56701	83	8	vol	vol	NOUN
asir-56701	83	9	.	.	PUNCT
asir-56701	84	1	9	9	NUM
asir-56701	84	2	,	,	PUNCT
asir-56701	84	3	no	no	INTJ
asir-56701	84	4	.	.	NOUN
asir-56701	84	5	4	4	NUM
asir-56701	84	6	,	,	PUNCT
asir-56701	84	7	2025	2025	NUM
asir-56701	84	8	63	63	NUM
asir-56701	84	9	published	publish	VERB
asir-56701	84	10	by	by	ADP
asir-56701	84	11	scholink	scholink	PROPN
asir-56701	84	12	inc	inc	PROPN
asir-56701	84	13	.	.	PROPN
asir-56701	84	14	ai	ai	PROPN
asir-56701	84	15	(	(	PUNCT
asir-56701	84	16	xai	xai	PROPN
asir-56701	84	17	)	)	PUNCT
asir-56701	84	18	technology	technology	NOUN
asir-56701	84	19	will	will	AUX
asir-56701	84	20	be	be	AUX
asir-56701	84	21	developed	develop	VERB
asir-56701	84	22	to	to	PART
asir-56701	84	23	visualize	visualize	VERB
asir-56701	84	24	the	the	DET
asir-56701	84	25	algorithm	algorithm	NOUN
asir-56701	84	26	decision	decision	NOUN
asir-56701	84	27	-	-	PUNCT
asir-56701	84	28	making	make	VERB
asir-56701	84	29	process	process	NOUN
asir-56701	84	30	and	and	CCONJ
asir-56701	84	31	improve	improve	VERB
asir-56701	84	32	the	the	DET
asir-56701	84	33	credibility	credibility	NOUN
asir-56701	84	34	of	of	ADP
asir-56701	84	35	technology	technology	NOUN
asir-56701	84	36	application	application	NOUN
asir-56701	84	37	.	.	PUNCT
asir-56701	85	1	5.2.3	5.2.3	NUM
asir-56701	85	2	technology	technology	NOUN
asir-56701	85	3	inclusiveness	inclusiveness	NOUN
asir-56701	85	4	and	and	CCONJ
asir-56701	85	5	collaborative	collaborative	ADJ
asir-56701	85	6	innovation	innovation	NOUN
asir-56701	85	7	relying	rely	VERB
asir-56701	85	8	on	on	ADP
asir-56701	85	9	national	national	ADJ
asir-56701	85	10	key	key	ADJ
asir-56701	85	11	r&d	r&d	NOUN
asir-56701	85	12	program	program	NOUN
asir-56701	85	13	projects	project	NOUN
asir-56701	85	14	,	,	PUNCT
asir-56701	85	15	low	low	ADJ
asir-56701	85	16	-	-	PUNCT
asir-56701	85	17	cost	cost	NOUN
asir-56701	85	18	sensing	sensing	NOUN
asir-56701	85	19	and	and	CCONJ
asir-56701	85	20	ai	ai	VERB
asir-56701	85	21	lightweight	lightweight	ADJ
asir-56701	85	22	deployment	deployment	NOUN
asir-56701	85	23	technologies	technology	NOUN
asir-56701	85	24	will	will	AUX
asir-56701	85	25	be	be	AUX
asir-56701	85	26	tackled	tackle	VERB
asir-56701	85	27	to	to	PART
asir-56701	85	28	reduce	reduce	VERB
asir-56701	85	29	the	the	DET
asir-56701	85	30	threshold	threshold	NOUN
asir-56701	85	31	for	for	ADP
asir-56701	85	32	intelligent	intelligent	ADJ
asir-56701	85	33	transformation	transformation	NOUN
asir-56701	85	34	of	of	ADP
asir-56701	85	35	medium	medium	ADJ
asir-56701	85	36	and	and	CCONJ
asir-56701	85	37	smallspan	smallspan	NOUN
asir-56701	85	38	bridges	bridge	NOUN
asir-56701	85	39	.	.	PUNCT
asir-56701	86	1	a	a	DET
asir-56701	86	2	collaborative	collaborative	ADJ
asir-56701	86	3	innovation	innovation	NOUN
asir-56701	86	4	platform	platform	NOUN
asir-56701	86	5	of	of	ADP
asir-56701	86	6	"	"	PUNCT
asir-56701	86	7	universities	university	NOUN
asir-56701	86	8	enterprises	enterprise	NOUN
asir-56701	86	9	research	research	NOUN
asir-56701	86	10	institutions	institution	NOUN
asir-56701	86	11	"	"	PUNCT
asir-56701	86	12	will	will	AUX
asir-56701	86	13	be	be	AUX
asir-56701	86	14	built	build	VERB
asir-56701	86	15	to	to	PART
asir-56701	86	16	accelerate	accelerate	VERB
asir-56701	86	17	the	the	DET
asir-56701	86	18	engineering	engineering	NOUN
asir-56701	86	19	transformation	transformation	NOUN
asir-56701	86	20	of	of	ADP
asir-56701	86	21	ai	ai	PROPN
asir-56701	86	22	technology	technology	NOUN
asir-56701	86	23	.	.	PUNCT
asir-56701	87	1	6	6	X
asir-56701	87	2	.	.	X
asir-56701	87	3	conclusion	conclusion	NOUN
asir-56701	87	4	ai	ai	VERB
asir-56701	87	5	technology	technology	NOUN
asir-56701	87	6	is	be	AUX
asir-56701	87	7	reshaping	reshape	VERB
asir-56701	87	8	the	the	DET
asir-56701	87	9	development	development	NOUN
asir-56701	87	10	model	model	NOUN
asir-56701	87	11	of	of	ADP
asir-56701	87	12	smart	smart	ADJ
asir-56701	87	13	bridges	bridge	NOUN
asir-56701	87	14	in	in	ADP
asir-56701	87	15	a	a	DET
asir-56701	87	16	way	way	NOUN
asir-56701	87	17	of	of	ADP
asir-56701	87	18	"	"	PUNCT
asir-56701	87	19	full	full	ADJ
asir-56701	87	20	-	-	PUNCT
asir-56701	87	21	life	life	NOUN
asir-56701	87	22	-	-	PUNCT
asir-56701	87	23	cycle	cycle	NOUN
asir-56701	87	24	penetration	penetration	NOUN
asir-56701	87	25	and	and	CCONJ
asir-56701	87	26	multi	multi	ADJ
asir-56701	87	27	-	-	ADJ
asir-56701	87	28	dimensional	dimensional	ADJ
asir-56701	87	29	empowerment	empowerment	NOUN
asir-56701	87	30	"	"	PUNCT
asir-56701	87	31	.	.	PUNCT
asir-56701	88	1	from	from	ADP
asir-56701	88	2	specification	specification	NOUN
asir-56701	88	3	verification	verification	NOUN
asir-56701	88	4	and	and	CCONJ
asir-56701	88	5	structural	structural	ADJ
asir-56701	88	6	optimization	optimization	NOUN
asir-56701	88	7	in	in	ADP
asir-56701	88	8	the	the	DET
asir-56701	88	9	design	design	NOUN
asir-56701	88	10	stage	stage	NOUN
asir-56701	88	11	,	,	PUNCT
asir-56701	88	12	to	to	PART
asir-56701	88	13	precision	precision	VERB
asir-56701	88	14	control	control	NOUN
asir-56701	88	15	and	and	CCONJ
asir-56701	88	16	risk	risk	NOUN
asir-56701	88	17	avoidance	avoidance	NOUN
asir-56701	88	18	in	in	ADP
asir-56701	88	19	the	the	DET
asir-56701	88	20	construction	construction	NOUN
asir-56701	88	21	stage	stage	NOUN
asir-56701	88	22	,	,	PUNCT
asir-56701	88	23	and	and	CCONJ
asir-56701	88	24	then	then	ADV
asir-56701	88	25	to	to	ADP
asir-56701	88	26	predictive	predictive	ADJ
asir-56701	88	27	maintenance	maintenance	NOUN
asir-56701	88	28	and	and	CCONJ
asir-56701	88	29	disaster	disaster	NOUN
asir-56701	88	30	emergency	emergency	NOUN
asir-56701	88	31	response	response	NOUN
asir-56701	88	32	in	in	ADP
asir-56701	88	33	the	the	DET
asir-56701	88	34	operation	operation	NOUN
asir-56701	88	35	&	&	CCONJ
asir-56701	88	36	maintenance	maintenance	NOUN
asir-56701	88	37	stage	stage	NOUN
asir-56701	88	38	,	,	PUNCT
asir-56701	88	39	ai	ai	VERB
asir-56701	88	40	technology	technology	NOUN
asir-56701	88	41	,	,	PUNCT
asir-56701	88	42	through	through	ADP
asir-56701	88	43	in	in	ADP
asir-56701	88	44	-	-	PUNCT
asir-56701	88	45	depth	depth	NOUN
asir-56701	88	46	integration	integration	NOUN
asir-56701	88	47	with	with	ADP
asir-56701	88	48	digital	digital	ADJ
asir-56701	88	49	twins	twin	NOUN
asir-56701	88	50	,	,	PUNCT
asir-56701	88	51	iot	iot	NOUN
asir-56701	88	52	and	and	CCONJ
asir-56701	88	53	other	other	ADJ
asir-56701	88	54	technologies	technology	NOUN
asir-56701	88	55	,	,	PUNCT
asir-56701	88	56	has	have	AUX
asir-56701	88	57	significantly	significantly	ADV
asir-56701	88	58	improved	improve	VERB
asir-56701	88	59	the	the	DET
asir-56701	88	60	intelligent	intelligent	ADJ
asir-56701	88	61	level	level	NOUN
asir-56701	88	62	of	of	ADP
asir-56701	88	63	bridge	bridge	NOUN
asir-56701	88	64	engineering	engineering	NOUN
asir-56701	88	65	.	.	PUNCT
asir-56701	89	1	practices	practice	NOUN
asir-56701	89	2	such	such	ADJ
asir-56701	89	3	as	as	ADP
asir-56701	89	4	the	the	DET
asir-56701	89	5	ai	ai	ADJ
asir-56701	89	6	-	-	PUNCT
asir-56701	89	7	assisted	assist	VERB
asir-56701	89	8	beam	beam	NOUN
asir-56701	89	9	replacement	replacement	NOUN
asir-56701	89	10	project	project	NOUN
asir-56701	89	11	at	at	ADP
asir-56701	89	12	keqiao	keqiao	NOUN
asir-56701	89	13	station	station	NOUN
asir-56701	89	14	of	of	ADP
asir-56701	89	15	shaoxing	shaoxing	PROPN
asir-56701	89	16	show	show	PROPN
asir-56701	89	17	that	that	PRON
asir-56701	89	18	ai	ai	VERB
asir-56701	89	19	technology	technology	NOUN
asir-56701	89	20	can	can	AUX
asir-56701	89	21	effectively	effectively	ADV
asir-56701	89	22	solve	solve	VERB
asir-56701	89	23	the	the	DET
asir-56701	89	24	problems	problem	NOUN
asir-56701	89	25	of	of	ADP
asir-56701	89	26	precision	precision	NOUN
asir-56701	89	27	,	,	PUNCT
asir-56701	89	28	efficiency	efficiency	NOUN
asir-56701	89	29	and	and	CCONJ
asir-56701	89	30	safety	safety	NOUN
asir-56701	89	31	in	in	ADP
asir-56701	89	32	traditional	traditional	ADJ
asir-56701	89	33	bridge	bridge	NOUN
asir-56701	89	34	engineering	engineering	NOUN
asir-56701	89	35	.	.	PUNCT
asir-56701	90	1	although	although	SCONJ
asir-56701	90	2	there	there	PRON
asir-56701	90	3	are	be	VERB
asir-56701	90	4	currently	currently	ADV
asir-56701	90	5	challenges	challenge	NOUN
asir-56701	90	6	such	such	ADJ
asir-56701	90	7	as	as	ADP
asir-56701	90	8	data	datum	NOUN
asir-56701	90	9	governance	governance	NOUN
asir-56701	90	10	and	and	CCONJ
asir-56701	90	11	algorithm	algorithm	NOUN
asir-56701	90	12	reliability	reliability	NOUN
asir-56701	90	13	,	,	PUNCT
asir-56701	90	14	with	with	ADP
asir-56701	90	15	the	the	DET
asir-56701	90	16	development	development	NOUN
asir-56701	90	17	of	of	ADP
asir-56701	90	18	multimodal	multimodal	ADJ
asir-56701	90	19	large	large	ADJ
asir-56701	90	20	models	model	NOUN
asir-56701	90	21	and	and	CCONJ
asir-56701	90	22	the	the	DET
asir-56701	90	23	improvement	improvement	NOUN
asir-56701	90	24	of	of	ADP
asir-56701	90	25	standardization	standardization	NOUN
asir-56701	90	26	systems	system	NOUN
asir-56701	90	27	,	,	PUNCT
asir-56701	90	28	ai	ai	VERB
asir-56701	90	29	technology	technology	NOUN
asir-56701	90	30	will	will	AUX
asir-56701	90	31	be	be	AUX
asir-56701	90	32	more	more	ADV
asir-56701	90	33	widely	widely	ADV
asir-56701	90	34	applied	apply	VERB
asir-56701	90	35	in	in	ADP
asir-56701	90	36	the	the	DET
asir-56701	90	37	field	field	NOUN
asir-56701	90	38	of	of	ADP
asir-56701	90	39	smart	smart	ADJ
asir-56701	90	40	bridges	bridge	NOUN
asir-56701	90	41	.	.	PUNCT
asir-56701	91	1	in	in	ADP
asir-56701	91	2	the	the	DET
asir-56701	91	3	future	future	NOUN
asir-56701	91	4	,	,	PUNCT
asir-56701	91	5	the	the	DET
asir-56701	91	6	smart	smart	ADJ
asir-56701	91	7	bridge	bridge	NOUN
asir-56701	91	8	technology	technology	NOUN
asir-56701	91	9	system	system	NOUN
asir-56701	91	10	centered	center	VERB
asir-56701	91	11	on	on	ADP
asir-56701	91	12	"	"	PUNCT
asir-56701	91	13	data	datum	NOUN
asir-56701	91	14	-	-	PUNCT
asir-56701	91	15	driven	drive	VERB
asir-56701	91	16	,	,	PUNCT
asir-56701	91	17	intelligent	intelligent	ADJ
asir-56701	91	18	decision	decision	NOUN
asir-56701	91	19	-	-	PUNCT
asir-56701	91	20	making	making	NOUN
asir-56701	91	21	and	and	CCONJ
asir-56701	91	22	human	human	ADJ
asir-56701	91	23	-	-	PUNCT
asir-56701	91	24	machine	machine	NOUN
asir-56701	91	25	collaboration	collaboration	NOUN
asir-56701	91	26	"	"	PUNCT
asir-56701	91	27	will	will	AUX
asir-56701	91	28	provide	provide	VERB
asir-56701	91	29	core	core	NOUN
asir-56701	91	30	support	support	NOUN
asir-56701	91	31	for	for	ADP
asir-56701	91	32	the	the	DET
asir-56701	91	33	safe	safe	ADJ
asir-56701	91	34	and	and	CCONJ
asir-56701	91	35	efficient	efficient	ADJ
asir-56701	91	36	operation	operation	NOUN
asir-56701	91	37	of	of	ADP
asir-56701	91	38	transportation	transportation	NOUN
asir-56701	91	39	infrastructure	infrastructure	NOUN
asir-56701	91	40	,	,	PUNCT
asir-56701	91	41	and	and	CCONJ
asir-56701	91	42	contribute	contribute	VERB
asir-56701	91	43	to	to	ADP
asir-56701	91	44	the	the	DET
asir-56701	91	45	realization	realization	NOUN
asir-56701	91	46	of	of	ADP
asir-56701	91	47	the	the	DET
asir-56701	91	48	"	"	PUNCT
asir-56701	91	49	transportation	transportation	NOUN
asir-56701	91	50	power	power	NOUN
asir-56701	91	51	"	"	PUNCT
asir-56701	91	52	strategic	strategic	ADJ
asir-56701	91	53	goal	goal	NOUN
asir-56701	91	54	.	.	PUNCT
asir-56701	92	1	references	reference	NOUN
asir-56701	92	2	guangming	guangme	VERB
asir-56701	92	3	network	network	NOUN
asir-56701	92	4	.	.	PUNCT
asir-56701	93	1	(	(	PUNCT
asir-56701	93	2	2025	2025	NUM
asir-56701	93	3	)	)	PUNCT
asir-56701	93	4	.	.	PUNCT
asir-56701	94	1	ai	ai	VERB
asir-56701	94	2	assists	assist	NOUN
asir-56701	94	3	"	"	PUNCT
asir-56701	94	4	replacing	replace	VERB
asir-56701	94	5	the	the	DET
asir-56701	94	6	old	old	ADJ
asir-56701	94	7	with	with	ADP
asir-56701	94	8	the	the	DET
asir-56701	94	9	new	new	ADJ
asir-56701	94	10	"	"	PUNCT
asir-56701	94	11	!	!	PUNCT
asir-56701	95	1	accurate	accurate	ADJ
asir-56701	95	2	beam	beam	PROPN
asir-56701	95	3	replacement	replacement	NOUN
asir-56701	95	4	at	at	ADP
asir-56701	95	5	keqiao	keqiao	NOUN
asir-56701	95	6	station	station	NOUN
asir-56701	95	7	of	of	ADP
asir-56701	95	8	shaoxing	shaoxing	PROPN
asir-56701	95	9	intercity	intercity	PROPN
asir-56701	95	10	railway	railway	NOUN
asir-56701	95	11	.	.	PUNCT
asir-56701	96	1	2025	2025	NUM
asir-56701	96	2	-	-	SYM
asir-56701	96	3	09	09	NUM
asir-56701	96	4	-	-	PUNCT
asir-56701	96	5	11	11	NUM
asir-56701	96	6	.	.	PUNCT
asir-56701	97	1	han	han	PROPN
asir-56701	97	2	qiang	qiang	PROPN
asir-56701	97	3	,	,	PUNCT
asir-56701	97	4	wen	wen	PROPN
asir-56701	97	5	jianian	jianian	PROPN
asir-56701	97	6	,	,	PUNCT
asir-56701	97	7	wei	wei	PROPN
asir-56701	97	8	kai	kai	PROPN
asir-56701	97	9	,	,	PUNCT
asir-56701	97	10	et	et	PROPN
asir-56701	97	11	al	al	PROPN
asir-56701	97	12	.	.	PROPN
asir-56701	97	13	(	(	PUNCT
asir-56701	97	14	2025	2025	NUM
asir-56701	97	15	)	)	PUNCT
asir-56701	97	16	.	.	PUNCT
asir-56701	98	1	introduction	introduction	NOUN
asir-56701	98	2	to	to	ADP
asir-56701	98	3	the	the	DET
asir-56701	98	4	special	special	ADJ
asir-56701	98	5	column	column	NOUN
asir-56701	98	6	on	on	ADP
asir-56701	98	7	the	the	DET
asir-56701	98	8	application	application	NOUN
asir-56701	98	9	of	of	ADP
asir-56701	98	10	artificial	artificial	ADJ
asir-56701	98	11	intelligence	intelligence	NOUN
asir-56701	98	12	in	in	ADP
asir-56701	98	13	bridge	bridge	PROPN
asir-56701	98	14	seismic	seismic	ADJ
asir-56701	98	15	resistance	resistance	NOUN
asir-56701	98	16	.	.	PUNCT
asir-56701	99	1	china	china	PROPN
asir-56701	99	2	journal	journal	PROPN
asir-56701	99	3	of	of	ADP
asir-56701	99	4	highway	highway	NOUN
asir-56701	99	5	and	and	CCONJ
asir-56701	99	6	transport	transport	NOUN
asir-56701	99	7	,	,	PUNCT
asir-56701	99	8	2025(3	2025(3	PROPN
asir-56701	99	9	)	)	PUNCT
asir-56701	99	10	,	,	PUNCT
asir-56701	99	11	1	1	NUM
asir-56701	99	12	-	-	SYM
asir-56701	99	13	3	3	NUM
asir-56701	99	14	.	.	PUNCT