{"id":"https://openalex.org/W2942829333","doi":"https://doi.org/10.1111/mice.12447","title":"Vibration-based structural state identification by a 1-dimensional convolutional neural network","display_name":"Vibration-based structural state identification by a 1-dimensional convolutional neural network","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2942829333","doi":"https://doi.org/10.1111/mice.12447","mag":"2942829333"},"language":"en","primary_location":{"id":"doi:10.1111/mice.12447","doi":"https://doi.org/10.1111/mice.12447","is_oa":true,"landing_page_url":"https://doi.org/10.1111/mice.12447","pdf_url":null,"source":{"id":"https://openalex.org/S206927758","display_name":"Computer-Aided Civil and Infrastructure Engineering","issn_l":"1093-9687","issn":["1093-9687","1467-8667"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer-Aided Civil and Infrastructure Engineering","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2942829333"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1111/mice.12447","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021485957","display_name":"Youqi Zhang","orcid":"https://orcid.org/0000-0003-4555-5061","observed_orcids":["https://orcid.org/0000-0003-4555-5061","https://orcid.org/0000-0003-0140-7366"]},"institutions":[{"id":"https://openalex.org/I98957242","display_name":"Kitami Institute of Technology","ror":"https://ror.org/05wks2t16","country_code":"JP","type":"education","lineage":["https://openalex.org/I4405287286","https://openalex.org/I98957242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Youqi Zhang","raw_affiliation_strings":["Department of Cold Regions, Environmental and Energy Engineering, Kitami Institute of Technology, Hokkaido, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cold Regions, Environmental and Energy Engineering, Kitami Institute of Technology, Hokkaido, Japan","institution_ids":["https://openalex.org/I98957242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029044007","display_name":"Yasunori Miyamori","orcid":"https://orcid.org/0000-0003-2686-8062","observed_orcids":["https://orcid.org/0000-0003-2686-8062"]},"institutions":[{"id":"https://openalex.org/I98957242","display_name":"Kitami Institute of Technology","ror":"https://ror.org/05wks2t16","country_code":"JP","type":"education","lineage":["https://openalex.org/I4405287286","https://openalex.org/I98957242"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yasunori Miyamori","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Kitami Institute of Technology, Hokkaido, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Kitami Institute of Technology, Hokkaido, Japan","institution_ids":["https://openalex.org/I98957242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103631341","display_name":"Shuichi Mikami","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98957242","display_name":"Kitami Institute of Technology","ror":"https://ror.org/05wks2t16","country_code":"JP","type":"education","lineage":["https://openalex.org/I4405287286","https://openalex.org/I98957242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shuichi Mikami","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Kitami Institute of Technology, Hokkaido, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Kitami Institute of Technology, Hokkaido, Japan","institution_ids":["https://openalex.org/I98957242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068040882","display_name":"Takehiko Saito","orcid":"https://orcid.org/0000-0002-7118-7349","observed_orcids":["https://orcid.org/0000-0002-7118-7349"]},"institutions":[{"id":"https://openalex.org/I98957242","display_name":"Kitami Institute of Technology","ror":"https://ror.org/05wks2t16","country_code":"JP","type":"education","lineage":["https://openalex.org/I4405287286","https://openalex.org/I98957242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takehiko Saito","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Kitami Institute of Technology, Hokkaido, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Kitami Institute of Technology, Hokkaido, Japan","institution_ids":["https://openalex.org/I98957242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029044007"],"corresponding_institution_ids":["https://openalex.org/I98957242"],"apc_list":{"value":4000,"currency":"USD","value_usd":4000},"apc_paid":{"value":4000,"currency":"USD","value_usd":4000},"fwci":20.4481,"has_fulltext":false,"cited_by_count":317,"citation_normalized_percentile":{"value":0.99845365,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"34","issue":"9","first_page":"822","last_page":"839"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":1.0,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":1.0,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.0,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vibration-based-damage-detection","display_name":"vibration-based damage detection","score":0.8169999718666077},{"id":"https://openalex.org/keywords/1d-convolutional-neural-network","display_name":"1D convolutional neural network","score":0.9470000267028809},{"id":"https://openalex.org/keywords/accelerometer-data","display_name":"accelerometer data","score":0.6200000047683716},{"id":"https://openalex.org/keywords/steel-girder-bridges","display_name":"steel girder bridges","score":0.7799999713897705},{"id":"https://openalex.org/keywords/max-pooling","display_name":"max pooling","score":0.7739999890327454}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8077868223190308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6360743045806885},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5706292390823364},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5643430352210999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5260474681854248},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.5079343914985657},{"id":"https://openalex.org/C2779372316","wikidata":"https://www.wikidata.org/wiki/Q569057","display_name":"Stiffness","level":2,"score":0.48105764389038086},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.46549543738365173},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46103668212890625},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4579838812351227},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4557480812072754},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4161558151245117},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27234023809432983},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.11133617162704468},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08120283484458923},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06483501195907593},{"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},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1111/mice.12447","doi":"https://doi.org/10.1111/mice.12447","is_oa":true,"landing_page_url":"https://doi.org/10.1111/mice.12447","pdf_url":null,"source":{"id":"https://openalex.org/S206927758","display_name":"Computer-Aided Civil and Infrastructure Engineering","issn_l":"1093-9687","issn":["1093-9687","1467-8667"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer-Aided Civil and Infrastructure Engineering","raw_type":"journal-article"},{"id":"pmh:oai:irdb.nii.ac.jp:01268:0005121013","doi":null,"is_oa":true,"landing_page_url":"https://kitami-it.repo.nii.ac.jp/records/2000035","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Computer\u2010Aided Civil and Infrastructure Engineering","raw_type":"journal article"},{"id":"pmh:oai:kitami-it.repo.nii.ac.jp:02000035","doi":null,"is_oa":false,"landing_page_url":"https://kitami-it.repo.nii.ac.jp/records/2000035","pdf_url":null,"source":{"id":"https://openalex.org/S7407063273","display_name":"Kitami Institute of Technology Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1111/mice.12447","doi":"https://doi.org/10.1111/mice.12447","is_oa":true,"landing_page_url":"https://doi.org/10.1111/mice.12447","pdf_url":null,"source":{"id":"https://openalex.org/S206927758","display_name":"Computer-Aided Civil and Infrastructure Engineering","issn_l":"1093-9687","issn":["1093-9687","1467-8667"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer-Aided Civil and Infrastructure Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4220750763","display_name":"Hybrid damage detecting method with high density modal idenntification and thermographic examination of infrastructural system","funder_award_id":"15K06176","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320321034","display_name":"New Energy and Industrial Technology Development Organization","ror":"https://ror.org/0055k7a87"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1594730842","https://openalex.org/W1665214252","https://openalex.org/W1836465849","https://openalex.org/W1902237438","https://openalex.org/W1917120379","https://openalex.org/W1944586112","https://openalex.org/W1974760625","https://openalex.org/W1996072180","https://openalex.org/W1996311895","https://openalex.org/W2006076850","https://openalex.org/W2023920199","https://openalex.org/W2027976741","https://openalex.org/W2030172741","https://openalex.org/W2035039243","https://openalex.org/W2039428515","https://openalex.org/W2048385740","https://openalex.org/W2058084172","https://openalex.org/W2058093942","https://openalex.org/W2070300014","https://openalex.org/W2075535323","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2097616340","https://openalex.org/W2102113734","https://openalex.org/W2104657103","https://openalex.org/W2112796928","https://openalex.org/W2123205431","https://openalex.org/W2143612262","https://openalex.org/W2151191842","https://openalex.org/W2163605009","https://openalex.org/W2174814398","https://openalex.org/W2271840356","https://openalex.org/W2275734591","https://openalex.org/W2289414106","https://openalex.org/W2292428913","https://openalex.org/W2398105740","https://openalex.org/W2506508493","https://openalex.org/W2519081545","https://openalex.org/W2523802016","https://openalex.org/W2556345765","https://openalex.org/W2586537367","https://openalex.org/W2598457882","https://openalex.org/W2606089314","https://openalex.org/W2609145024","https://openalex.org/W2613691471","https://openalex.org/W2621512993","https://openalex.org/W2729478895","https://openalex.org/W2746258401","https://openalex.org/W2747308919","https://openalex.org/W2748643398","https://openalex.org/W2752215843","https://openalex.org/W2756789966","https://openalex.org/W2763335040","https://openalex.org/W2765257681","https://openalex.org/W2767522444","https://openalex.org/W2768955070","https://openalex.org/W2776541877","https://openalex.org/W2791210712","https://openalex.org/W2791965385","https://openalex.org/W2800805719","https://openalex.org/W2801439730","https://openalex.org/W2801492038","https://openalex.org/W2919115771","https://openalex.org/W2949117887","https://openalex.org/W2964121744","https://openalex.org/W3187678472","https://openalex.org/W4210280300","https://openalex.org/W4210984920"],"related_works":["https://openalex.org/W4310872469","https://openalex.org/W2997219578","https://openalex.org/W7207639785","https://openalex.org/W2904906816","https://openalex.org/W3041735338","https://openalex.org/W4205530055","https://openalex.org/W3189729288","https://openalex.org/W4304585353","https://openalex.org/W4283027793","https://openalex.org/W4406325245"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"has":[2],"ushered":[3],"in":[4,7,108,128],"many":[5],"breakthroughs":[6],"vision-based":[8],"detection":[9,20],"via":[10],"convolutional":[11,132,138],"neural":[12],"networks":[13],"(CNNs),":[14],"but":[15],"the":[16,45,91,102,109,115,119,137],"vibration-based":[17],"structural":[18,38,110,125],"damage":[19],"by":[21],"CNN":[22,33,47,98,122],"remains":[23],"being":[24],"refined.":[25],"Thus,":[26],"this":[27],"study":[28],"proposes":[29],"a":[30,59,63,72],"simple":[31,121],"one-dimensional":[32],"that":[34],"detects":[35],"tiny":[36,124],"local":[37,106],"stiffness":[39],"and":[40,43,71,86,93,112,134,139,145],"mass":[41,111],"changes,":[42],"validates":[44],"proposed":[46,120],"on":[48,58],"actual":[49,129],"structures.":[50,130],"Three":[51],"independent":[52],"acceleration":[53,81],"databases":[54],"are":[55,83,87,143],"established":[56],"based":[57],"T-shaped":[60],"steel":[61,65,74],"beam,":[62],"short":[64],"girder":[66,75],"bridge":[67,76],"(in":[68,77],"test":[69],"field),":[70],"long":[73],"service).":[78],"The":[79,96,131],"raw":[80],"data":[82],"not":[84],"pre-processed":[85],"directly":[88],"used":[89],"as":[90,147],"training":[92],"validation":[94],"data.":[95],"well-trained":[97],"almost":[99],"perfectly":[100],"identifies":[101],"locations":[103],"of":[104,118,136],"small":[105],"changes":[107,127],"stiffness,":[113],"demonstrating":[114],"high":[116],"sensitivity":[117],"to":[123],"state":[126],"kernels":[133],"outputs":[135],"max":[140],"pooling":[141],"layers":[142],"visualized":[144],"discussed":[146],"well.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":33},{"year":2025,"cited_by_count":47},{"year":2024,"cited_by_count":56},{"year":2023,"cited_by_count":65},{"year":2022,"cited_by_count":44},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2019-05-09T00:00:00"}