{"id":"https://openalex.org/W4402503530","doi":"https://doi.org/10.1088/1361-665x/ad7abe","title":"Temperature compensation method for impedance signals of bolt loosening under temperature varying conditions using TransUnet","display_name":"Temperature compensation method for impedance signals of bolt loosening under temperature varying conditions using TransUnet","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402503530","doi":"https://doi.org/10.1088/1361-665x/ad7abe"},"language":"en","primary_location":{"id":"doi:10.1088/1361-665x/ad7abe","doi":"https://doi.org/10.1088/1361-665x/ad7abe","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1361-665x/ad7abe","pdf_url":null,"source":{"id":"https://openalex.org/S11146949","display_name":"Smart Materials and Structures","issn_l":"0964-1726","issn":["0964-1726","1361-665X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Materials and Structures","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007980438","display_name":"Xin Guo Huang","orcid":"https://orcid.org/0009-0004-8624-9452","observed_orcids":["https://orcid.org/0009-0004-8624-9452"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Huang","raw_affiliation_strings":["Department of Engineering Mechanics, Wuhan University, Wuhan 430072, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0009-0004-8624-9452","affiliations":[{"raw_affiliation_string":"Department of Engineering Mechanics, Wuhan University, Wuhan 430072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112917584","display_name":"Wenzhong Qu","orcid":"https://orcid.org/0000-0003-2944-2139","observed_orcids":["https://orcid.org/0000-0003-2944-2139"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhong Qu","raw_affiliation_strings":["Department of Engineering Mechanics, Wuhan University, Wuhan 430072, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-2944-2139","affiliations":[{"raw_affiliation_string":"Department of Engineering Mechanics, Wuhan University, Wuhan 430072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107790333","display_name":"Li Xiao","orcid":"https://orcid.org/0009-0006-8499-4373","observed_orcids":["https://orcid.org/0009-0006-8499-4373"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xiao","raw_affiliation_strings":["Department of Engineering Mechanics, Wuhan University, Wuhan 430072, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0009-0006-8499-4373","affiliations":[{"raw_affiliation_string":"Department of Engineering Mechanics, Wuhan University, Wuhan 430072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":3165,"currency":"USD","value_usd":3165},"apc_paid":null,"fwci":1.8094,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83085117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"33","issue":"10","first_page":"105035","last_page":"105035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12581","display_name":"Engineering Structural Analysis Methods","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/bolt-loosening-detection","display_name":"bolt loosening detection","score":0.9779999852180481},{"id":"https://openalex.org/keywords/temperature-compensation","display_name":"temperature compensation","score":0.8289999961853027},{"id":"https://openalex.org/keywords/electromechanical-impedance","display_name":"electromechanical impedance","score":0.9459999799728394},{"id":"https://openalex.org/keywords/piezoelectric-transducers","display_name":"piezoelectric transducers","score":0.8999999761581421},{"id":"https://openalex.org/keywords/transunet","display_name":"TransUNet","score":0.9829999804496765},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.597000002861023},{"id":"https://openalex.org/keywords/u-net","display_name":"U-Net","score":0.7929999828338623},{"id":"https://openalex.org/keywords/convolutional-block-attention-module","display_name":"CBAM","score":0.9729999899864197},{"id":"https://openalex.org/keywords/impedance-spectra","display_name":"impedance spectra","score":0.6890000104904175},{"id":"https://openalex.org/keywords/lightweight-convolutional-neural-network","display_name":"lightweight convolutional neural network","score":0.7039999961853027}],"concepts":[{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.7365231513977051},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5988218188285828},{"id":"https://openalex.org/C17829176","wikidata":"https://www.wikidata.org/wiki/Q179043","display_name":"Electrical impedance","level":2,"score":0.5785553455352783},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.4833321273326874},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.40670090913772583},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3644410967826843},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25437742471694946},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18667137622833252},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11162623763084412},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.04797309637069702},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1361-665x/ad7abe","doi":"https://doi.org/10.1088/1361-665x/ad7abe","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1361-665x/ad7abe","pdf_url":null,"source":{"id":"https://openalex.org/S11146949","display_name":"Smart Materials and Structures","issn_l":"0964-1726","issn":["0964-1726","1361-665X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Materials and Structures","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.651199996471405,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1535139279","https://openalex.org/W1901129140","https://openalex.org/W1981345485","https://openalex.org/W1987907306","https://openalex.org/W1988153739","https://openalex.org/W2058687168","https://openalex.org/W2066966393","https://openalex.org/W2089717845","https://openalex.org/W2168163282","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2328573901","https://openalex.org/W2468874853","https://openalex.org/W2564701447","https://openalex.org/W2597105916","https://openalex.org/W2801443543","https://openalex.org/W2808281125","https://openalex.org/W2963725279","https://openalex.org/W3034284167","https://openalex.org/W3083087818","https://openalex.org/W3123476842","https://openalex.org/W4205529223","https://openalex.org/W4225794023","https://openalex.org/W4290652782","https://openalex.org/W4318819411","https://openalex.org/W4360616873","https://openalex.org/W4362560931","https://openalex.org/W4387993297","https://openalex.org/W4388240444","https://openalex.org/W4388915797","https://openalex.org/W4391474419","https://openalex.org/W4392910582","https://openalex.org/W4393164247"],"related_works":["https://openalex.org/W2379084545","https://openalex.org/W2365687337","https://openalex.org/W2358180351","https://openalex.org/W2392368077","https://openalex.org/W2365082216","https://openalex.org/W2388018705","https://openalex.org/W2362703586","https://openalex.org/W2389641749","https://openalex.org/W2386832005","https://openalex.org/W2356919096"],"abstract_inverted_index":{"Abstract":[0],"Piezoelectric":[1],"transducer":[2],"based":[3],"electro-mechanical":[4],"impedance":[5,32,60,92,171,182,208],"technology":[6],"is":[7,51,115,144,160,185,226],"an":[8],"effective":[9],"and":[10,70,86,97,100,126,212,222,239,250],"reliable":[11],"detection":[12],"method":[13],"for":[14,59,84],"bolt":[15,35,165,216],"structure":[16,67,82,159],"loosening":[17,44,166,244],"under":[18],"external":[19],"load.":[20],"However,":[21],"temperature":[22,48,56,101,140,151,204,232],"change":[23,30],"usually":[24],"causes":[25],"some":[26],"non-loosening":[27],"factors":[28],"to":[29,39,53,75,104,120,146,162],"the":[31,41,65,105,110,118,122,128,131,135,148,154,164,169,177,188,195,199,203,237,240,256],"spectrum":[33],"of":[34,43,88,130,150,168,176,206,215,243],"structure.":[36,138],"In":[37,62],"order":[38],"reduce":[40],"misjudgment":[42],"damage":[45,167,218,245],"caused":[46],"by":[47],"change,":[49],"it":[50],"necessary":[52],"construct":[54],"a":[55,77],"compensation":[57,141,205],"model":[58],"spectrum.":[61],"this":[63],"paper,":[64],"convolutional":[66,111,156],"in":[68,117,134,187,198],"U-net":[69,119],"Transformer":[71],"are":[72],"effectively":[73],"combined":[74],"form":[76],"TransUnet":[78,178,196,257],"deep":[79],"neural":[80,157],"network":[81,158],"suitable":[83],"input":[85,103],"output":[87],"one-dimensional":[89],"data.":[90],"Using":[91],"data":[93,183],"between":[94],"10":[95],"\u00b0C":[96,99],"50":[98],"as":[102],"network.":[106],"After":[107],"convolution":[108],"operation,":[109],"block":[112],"attention":[113],"module":[114],"embedded":[116],"optimize":[121],"encoder":[123],"transmission":[124],"characteristics":[125],"enhance":[127],"performance":[129],"skip":[132],"connection":[133],"traditional":[136],"U-shaped":[137],"The":[139,173,191,210],"rate":[142],"(TCR)":[143],"defined":[145],"measure":[147],"effect":[149],"compensation.":[152,233],"Then":[153],"lightweight":[155],"used":[161],"recognize":[163],"compensated":[170],"signal.":[172],"generalization":[174,260],"ability":[175],"was":[179],"tested":[180],"using":[181],"that":[184,194,230,255],"not":[186],"training":[189],"dataset.":[190],"results":[192],"show":[193,254],"proposed":[197],"paper":[200],"can":[201,246],"realize":[202],"multi-peak":[207],"signals.":[209],"TCR":[211,238],"recognition":[213],"accuracy":[214,242],"loose":[217],"reaches":[219],"reach":[220,248],"0.003":[221],"95.7%,":[223],"respectively,":[224,252],"which":[225,253],"11%":[227],"higher":[228],"than":[229],"without":[231],"At":[234],"60":[235],"\u00b0C,":[236],"identification":[241],"still":[247],"0.0055":[249],"90.2%,":[251],"has":[258],"strong":[259],"ability.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}