{"id":"https://openalex.org/W3006268079","doi":"https://doi.org/10.1115/1.4046337","title":"Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions","display_name":"Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions","publication_year":2020,"publication_date":"2020-02-14","ids":{"openalex":"https://openalex.org/W3006268079","doi":"https://doi.org/10.1115/1.4046337","mag":"3006268079"},"language":"en","primary_location":{"id":"doi:10.1115/1.4046337","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4046337","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5100608949","display_name":"Fei Shen","orcid":"https://orcid.org/0000-0002-9970-6542"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Shen","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, No. 2 Sipailou, Xuanwu District, Nanjing 210096, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, No. 2 Sipailou, Xuanwu District, Nanjing 210096, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017696249","display_name":"Reza Langari","orcid":"https://orcid.org/0000-0001-7900-5186"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Langari","raw_affiliation_strings":["Engineering Technology and Industrial Distribution, Texas A&M University, College Station, TX 77843-3367"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Technology and Industrial Distribution, Texas A&M University, College Station, TX 77843-3367","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011148961","display_name":"Ruqiang Yan","orcid":"https://orcid.org/0000-0002-1250-4084"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruqiang Yan","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, No. 2 Sipailou, Xuanwu District, Nanjing 210096, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, No. 2 Sipailou, Xuanwu District, Nanjing 210096, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6383,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83021368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9799000024795532,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9794999957084656,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.6460117101669312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5885873436927795},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5454027652740479},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45425984263420105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44537878036499023},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.41697725653648376},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3343457579612732}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6460117101669312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5885873436927795},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5454027652740479},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45425984263420105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44537878036499023},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.41697725653648376},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3343457579612732},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4046337","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4046337","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4870388253","display_name":null,"funder_award_id":"YBPY1887","funder_id":"https://openalex.org/F4320335928","funder_display_name":"Scientific Research Foundation of the Graduate School of Southeast University"},{"id":"https://openalex.org/G7534706022","display_name":null,"funder_award_id":"51575102","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"},{"id":"https://openalex.org/F4320335928","display_name":"Scientific Research Foundation of the Graduate School of Southeast University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1723415824","https://openalex.org/W1853018104","https://openalex.org/W1988790447","https://openalex.org/W2038569950","https://openalex.org/W2086913204","https://openalex.org/W2165698076","https://openalex.org/W2184192902","https://openalex.org/W2244662970","https://openalex.org/W2346079081","https://openalex.org/W2395579298","https://openalex.org/W2515979703","https://openalex.org/W2556013418","https://openalex.org/W2567470842","https://openalex.org/W2583496274","https://openalex.org/W2594776582","https://openalex.org/W2597243853","https://openalex.org/W2605528698","https://openalex.org/W2607009819","https://openalex.org/W2730958902","https://openalex.org/W2755956251","https://openalex.org/W2762841298","https://openalex.org/W2765317657","https://openalex.org/W2766245932","https://openalex.org/W2767234670","https://openalex.org/W2781901738","https://openalex.org/W2792098970","https://openalex.org/W2792670755","https://openalex.org/W2795579509","https://openalex.org/W2800646994","https://openalex.org/W2801083329","https://openalex.org/W2802633978","https://openalex.org/W2811444512","https://openalex.org/W2885735575","https://openalex.org/W2887782657","https://openalex.org/W2899879087","https://openalex.org/W2969690716","https://openalex.org/W2971654674","https://openalex.org/W2980434483","https://openalex.org/W3099100043","https://openalex.org/W3104790797","https://openalex.org/W6731393313","https://openalex.org/W6745302233","https://openalex.org/W6767277661","https://openalex.org/W6769284618"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3147584709","https://openalex.org/W3165580226","https://openalex.org/W2977677679","https://openalex.org/W2886688859","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3123837699","https://openalex.org/W4386159726"],"abstract_inverted_index":{"Abstract":[0],"Unknown":[1],"environmental":[2],"noise":[3,74],"and":[4,76,83,113,128,188],"varying":[5,30,63],"operation":[6],"conditions":[7,36,65],"negatively":[8],"affect":[9],"gear":[10],"fault":[11,192],"diagnosis":[12,193],"(GFD)":[13],"performance.":[14],"In":[15],"this":[16],"paper,":[17],"the":[18,41,59,81,99,105,110,136,186],"sample/feature":[19],"hybrid":[20,106],"transfer":[21,107,116,144,154,166],"learning":[22,42,167],"(TL)":[23],"strategies":[24],"are":[25,37,124],"adopted":[26,90],"for":[27,148,158],"GFD":[28,176],"under":[29],"working":[31,35,45,64,182],"conditions,":[32,183],"where":[33,54],"source":[34,93,150,160],"considered":[38],"to":[39,91,97,172],"help":[40],"of":[43,62,101],"target":[44],"conditions.":[46],"Here,":[47],"a":[48,169,174],"multiple":[49,181],"domains-feature":[50],"vector":[51],"is":[52,89,119,145,155,168],"extracted":[53],"certain":[55],"insensitive":[56],"features":[57],"offset":[58],"adverse":[60],"effects":[61],"on":[66,135],"sensitive":[67],"features,":[68],"including":[69,109],"time":[70],"domain,":[71,73,75],"frequency":[72],"torque":[77],"domain.":[78],"Before":[79],"TL,":[80],"signed-rank":[82],"chi-square":[84],"test-based":[85],"similarity":[86],"estimation":[87],"frame":[88],"select":[92],"data":[94],"sets,":[95],"aiming":[96],"reduce":[98],"possibility":[100],"negative":[102],"transfer.":[103],"Then,":[104],"model,":[108],"fast":[111],"TrAdaBoost":[112],"partial":[114],"model-based":[115],"(PMT)":[117],"algorithm,":[118],"carried":[120],"out,":[121],"whose":[122],"weights":[123],"allocated":[125],"in":[126,191],"sample":[127,153],"feature,":[129],"respectively.":[130],"Related":[131],"experiments":[132],"were":[133],"conducted":[134],"drivetrain":[137],"dynamics":[138],"simulator,":[139],"which":[140],"proves":[141],"that":[142],"feature":[143],"more":[146,156],"suitable":[147,157],"low-quality":[149],"domains":[151],"while":[152],"high-quality":[159],"domains.":[161],"Compared":[162],"with":[163,180],"non-transfer":[164],"strategy,":[165],"useful":[170],"tool":[171],"solve":[173],"practical":[175],"problem":[177],"when":[178],"facing":[179],"thus":[184],"enhancing":[185],"universality":[187],"application":[189],"value":[190],"field.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}