{"id":"https://openalex.org/W2883867629","doi":"https://doi.org/10.1109/access.2018.2855144","title":"Application of Internet of Things Technology and Convolutional Neural Network Model in Bridge Crack Detection","display_name":"Application of Internet of Things Technology and Convolutional Neural Network Model in Bridge Crack Detection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2883867629","doi":"https://doi.org/10.1109/access.2018.2855144","mag":"2883867629"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2855144","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2855144","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2855144","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084152454","display_name":"Liyan Zhang","orcid":"https://orcid.org/0000-0002-5564-5311"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liyan Zhang","raw_affiliation_strings":["Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023513516","display_name":"Guanchen Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanchen Zhou","raw_affiliation_strings":["Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024873536","display_name":"Yang Han","orcid":"https://orcid.org/0000-0002-3501-1610"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Han","raw_affiliation_strings":["Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-3501-1610","affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101189866","display_name":"Honglei Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglei Lin","raw_affiliation_strings":["Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088455920","display_name":"Yuying Wu","orcid":"https://orcid.org/0000-0003-3995-877X"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuying Wu","raw_affiliation_strings":["Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Computing, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084152454"],"corresponding_institution_ids":["https://openalex.org/I137506752"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.7234,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.96951506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"39442","last_page":"39451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9602000117301941,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.8363759517669678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6895763874053955},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.551185667514801},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.515061616897583},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.48816734552383423},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.4722387492656708},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.3841361999511719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23493728041648865},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2055867314338684},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19208043813705444}],"concepts":[{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.8363759517669678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6895763874053955},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.551185667514801},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.515061616897583},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.48816734552383423},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4722387492656708},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3841361999511719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23493728041648865},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2055867314338684},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19208043813705444},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2855144","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2855144","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7126cfb0ab3c44bdb4fcc9378f77261b","is_oa":true,"landing_page_url":"https://doaj.org/article/7126cfb0ab3c44bdb4fcc9378f77261b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 39442-39451 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2855144","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2855144","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G3214512044","display_name":null,"funder_award_id":"51674121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8369705304","display_name":null,"funder_award_id":"E2017209178","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1500890010","https://openalex.org/W1513335440","https://openalex.org/W1934410531","https://openalex.org/W2033154814","https://openalex.org/W2068849277","https://openalex.org/W2079065526","https://openalex.org/W2092944036","https://openalex.org/W2110753472","https://openalex.org/W2121896394","https://openalex.org/W2131168375","https://openalex.org/W2144354855","https://openalex.org/W2170738476","https://openalex.org/W2324250482","https://openalex.org/W2599557761","https://openalex.org/W2951359136","https://openalex.org/W4234643200","https://openalex.org/W6657381012","https://openalex.org/W6667773784","https://openalex.org/W6678277103","https://openalex.org/W6685160515"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W1501776718","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W2615136228","https://openalex.org/W4247463117","https://openalex.org/W4386041242"],"abstract_inverted_index":{"With":[0],"the":[1,6,12,27,30,34,43,53,58,66,78,100,107,110,112,115,152,155,158,162,168,173,177,193,213,221,225,232,243,262],"development":[2,28,44],"of":[3,8,14,19,29,36,45,60,77,86,114,154,161,172,180,215],"information":[4,142],"technology,":[5],"Internet":[7],"Things":[9],"(IoT)":[10],"has":[11],"characteristics":[13,160],"strong":[15],"permeability,":[16],"large":[17],"use":[18],"action,":[20],"and":[21,48,89,120,139,157,183,205,219,242,247],"good":[22],"comprehensive":[23],"benefits.":[24],"It":[25,39],"promotes":[26],"IoT":[31,156,174,194],"technology":[32,175],"in":[33,135,148,176],"detection":[35,209],"structural":[37,144,159],"engineering.":[38],"is":[40,52,99,129],"conducive":[41],"to":[42,57,132,211],"intelligent,":[46],"refined,":[47],"networked":[49],"structures.":[50],"Crack":[51],"most":[54],"common":[55],"threat":[56],"safety":[59,67,217],"bridges.":[61],"Historical":[62],"data":[63],"show":[64],"that":[65,96,261],"accidents":[68],"caused":[69],"by":[70],"cracks":[71,134],"account":[72],"for":[73,103,143],"more":[74],"than":[75,268],"90%":[76],"total":[79],"bridge":[80,104,116,136,163,181,186,207,216,227,233,252],"disasters.":[81],"After":[82],"a":[83,122,185,203],"long":[84],"period":[85],"engineering":[87],"practice":[88],"rigorous":[90],"theoretical":[91],"analysis,":[92],"it":[93,128],"was":[94,240,245,255,266],"found":[95],"0.3":[97],"mm":[98],"maximum":[101],"allowable":[102],"cracks.":[105],"If":[106],"width":[108],"exceeds":[109],"limit,":[111],"integrity":[113],"will":[117,125],"be":[118],"destroyed,":[119],"even":[121],"collapse":[123],"accident":[124],"occur.":[126],"Therefore,":[127],"very":[130],"important":[131],"identify":[133],"structure":[137,153,187],"effectively":[138],"provide":[140],"effective":[141],"disaster":[145],"reduction":[146],"projects":[147],"time.":[149],"Based":[150],"on":[151,192],"engineering,":[164],"this":[165,197,199],"paper":[166,200],"analyzed":[167],"practical":[169],"application":[170],"value":[171],"crack":[178,208,228,234,253],"identification":[179],"structures":[182],"established":[184],"health":[188],"monitoring":[189],"system":[190],"based":[191],"technology.":[195],"On":[196],"basis,":[198],"also":[201],"studied":[202],"digital":[204],"intelligent":[206],"method":[210],"improve":[212],"efficiency":[214],"diagnosis":[218],"reduced":[220],"risk":[222],"factor.":[223],"First,":[224],"collected":[226],"photographs":[229],"were":[230],"preprocessed,":[231],"convolution":[235],"neural":[236],"network":[237],"classification":[238,254],"model":[239,244],"established,":[241],"simulated":[246],"trained":[248],"using":[249],"MATLAB.":[250],"The":[251,257],"obtained.":[256],"simulation":[258],"results":[259],"showed":[260],"overall":[263],"accuracy":[264],"rate":[265],"greater":[267],"90%.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
