{"id":"https://openalex.org/W4401163770","doi":"https://doi.org/10.1109/tim.2024.3436060","title":"A Deep Transfer Learning-Based Open Scenario Diagnostic Framework for Rail Damage Using Ultrasound Guided Waves","display_name":"A Deep Transfer Learning-Based Open Scenario Diagnostic Framework for Rail Damage Using Ultrasound Guided Waves","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401163770","doi":"https://doi.org/10.1109/tim.2024.3436060"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3436060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3436060","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"},"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/A5120790367","display_name":"Zhibin Guo","orcid":"https://orcid.org/0000-0001-6460-707X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhibin Guo","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-6460-707X","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040753955","display_name":"Tiantian Wang","orcid":"https://orcid.org/0000-0002-0282-8173"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiantian Wang","raw_affiliation_strings":["School of Mechanical and Vehicle Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-0282-8173","affiliations":[{"raw_affiliation_string":"School of Mechanical and Vehicle Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043832796","display_name":"Jingsong Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsong Xie","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-7280-3556","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089843214","display_name":"J. N. Yang","orcid":"https://orcid.org/0000-0003-1692-8738"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinsong Yang","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0003-1692-8738","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113313164","display_name":"Q. L. Peng","orcid":"https://orcid.org/0009-0009-9816-6001"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qunli Peng","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0009-9816-6001","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5120790367"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":3.3312,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92614133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9966999888420105,"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":0.9966999888420105,"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":0.995199978351593,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.5131476521492004},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.48320043087005615},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.47520527243614197},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.45883268117904663},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.34134641289711},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3293481171131134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3219001293182373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28705862164497375},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20310533046722412}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5131476521492004},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.48320043087005615},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.47520527243614197},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.45883268117904663},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.34134641289711},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3293481171131134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3219001293182373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28705862164497375},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20310533046722412}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3436060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3436060","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5799999833106995,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G6810382425","display_name":null,"funder_award_id":"52322215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7093401502","display_name":null,"funder_award_id":"52302446","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1565327149","https://openalex.org/W1731081199","https://openalex.org/W1991271890","https://openalex.org/W2106474383","https://openalex.org/W2315647581","https://openalex.org/W2390713901","https://openalex.org/W2556013418","https://openalex.org/W2765320084","https://openalex.org/W2798593490","https://openalex.org/W2889945482","https://openalex.org/W2891932073","https://openalex.org/W2898375427","https://openalex.org/W2899746634","https://openalex.org/W2902002028","https://openalex.org/W2914298094","https://openalex.org/W2963283377","https://openalex.org/W2964288524","https://openalex.org/W2997151494","https://openalex.org/W3012387223","https://openalex.org/W3025981493","https://openalex.org/W3030489213","https://openalex.org/W3046477234","https://openalex.org/W3047675943","https://openalex.org/W3085694362","https://openalex.org/W3100556532","https://openalex.org/W3110652625","https://openalex.org/W3127845496","https://openalex.org/W3128561236","https://openalex.org/W3138447528","https://openalex.org/W3157095370","https://openalex.org/W3169849687","https://openalex.org/W3179521975","https://openalex.org/W3194481141","https://openalex.org/W3217764313","https://openalex.org/W4285676267","https://openalex.org/W4287324540","https://openalex.org/W4316813186","https://openalex.org/W6633949838","https://openalex.org/W6755879285","https://openalex.org/W6791168138"],"related_works":["https://openalex.org/W2351153092","https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3165580226","https://openalex.org/W2135477061","https://openalex.org/W2369103431","https://openalex.org/W2364849692","https://openalex.org/W4386828785","https://openalex.org/W3135401135","https://openalex.org/W2886688859"],"abstract_inverted_index":{"With":[0],"the":[1,10,17,31,49,61,65,98,101,105,109,125,129,135,141,148,167,194,198,204,212,225,236,241,253],"widespread":[2],"application":[3],"of":[4,12,15,92,100,132,138,150,166,203,207,240],"ultrasonic":[5],"guided":[6],"wave":[7],"(UGW)":[8],"in":[9,56,104,128,140,252],"diagnosis":[11,19,99,177],"structural":[13],"damage":[14,126,139,182],"steel,":[16],"intelligent":[18],"based":[20],"on":[21],"data":[22],"driven":[23],"for":[24,83,193,224],"rail":[25,84],"damages":[26],"has":[27,54],"been":[28],"developed.":[29],"However,":[30],"more":[32],"realistic":[33],"scenario":[34],"is":[35,121,160,231],"usually":[36],"open,":[37],"where":[38],"unseen":[39,69,102,175,199,226],"(or":[40],"unknown)":[41],"classes":[42],"can":[43],"emerge":[44],"inevitably,":[45],"which":[46,230],"greatly":[47],"hinders":[48],"diagnosis.":[50],"Zero-shot":[51],"learning":[52,157],"(ZSL)":[53],"emerged":[55],"recent":[57],"years":[58],"to":[59,67,95,123,146],"equip":[60],"deep":[62,76],"model":[63],"with":[64,97,115,186],"ability":[66],"recognize":[68],"categories.":[70],"Therefore,":[71],"this":[72],"article":[73],"proposes":[74],"a":[75,112,153,232],"transfer":[77,151,156],"learning-based":[78],"open-set":[79],"diagnostic":[80,216,244],"framework":[81,87],"(OSDF)":[82],"damages.":[85],"The":[86,162,201],"uses":[88],"simulated":[89],"UGW":[90,133,143],"signals":[91,131],"full":[93],"categories":[94],"deal":[96],"category":[103,176,227],"open":[106],"scenario.":[107],"In":[108],"proposed":[110,122,168,213],"framework,":[111],"dual-path":[113],"convolution":[114],"attention":[116],"mechanism":[117,254],"(DPA)-based":[118],"feature":[119],"extractor":[120],"learn":[124],"features":[127],"envelope":[130],"and":[134,164,184,197,222,238,246],"sensitive":[136],"information":[137],"original":[142],"signal.":[144],"Meanwhile,":[145],"improve":[147],"accuracy":[149,190],"diagnosis,":[152],"multidomain":[154],"adversarial":[155],"(MATL)":[158],"method":[159,169,214],"constructed.":[161],"effectiveness":[163],"advantages":[165],"are":[170,250],"further":[171],"verified":[172],"by":[173],"performing":[174],"experiments,":[178],"including":[179],"six":[180],"different":[181],"types":[183],"comparing":[185],"other":[187],"models.":[188],"Diagnostic":[189],"was":[191],"validated":[192],"overall":[195],"sample":[196],"sample.":[200],"results":[202],"two":[205],"sets":[206],"comparison":[208],"experiments":[209],"show":[210],"that":[211],"achieves":[215],"accuracies":[217],"as":[218,220],"high":[219],"90.73%":[221],"93.68%":[223],"scenarios,":[228],"respectively,":[229],"significant":[233],"improvement":[234],"over":[235],"62.69%":[237],"75.02%":[239],"utilized":[242],"baseline":[243],"method,":[245],"its":[247],"essential":[248],"reasons":[249],"illustrated":[251],"analysis.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
