{"id":"https://openalex.org/W7118328970","doi":"https://doi.org/10.1109/indin64977.2025.11279619","title":"Condition Monitoring of Wind Turbines Based on Source Domain Adaptation","display_name":"Condition Monitoring of Wind Turbines Based on Source Domain Adaptation","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W7118328970","doi":"https://doi.org/10.1109/indin64977.2025.11279619"},"language":null,"primary_location":{"id":"doi:10.1109/indin64977.2025.11279619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-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/A5081839281","display_name":"Xiaohang Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohang Jin","raw_affiliation_strings":["Zhejiang University of Technology,College of Mechanical Engineering,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,College of Mechanical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112849215","display_name":"Jiaguang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaguang Liu","raw_affiliation_strings":["Zhejiang University of Technology,College of Mechanical Engineering,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,College of Mechanical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122004536","display_name":"Zhongzheng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongzheng Zhao","raw_affiliation_strings":["Zhejiang University of Technology,College of Mechanical Engineering,Hangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,College of Mechanical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078803303","display_name":"Lesedi Masisi","orcid":"https://orcid.org/0000-0003-0697-9240"},"institutions":[{"id":"https://openalex.org/I192619145","display_name":"University of the Witwatersrand","ror":"https://ror.org/03rp50x72","country_code":"ZA","type":"education","lineage":["https://openalex.org/I192619145"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Lesedi Masisi","raw_affiliation_strings":["University of the Witwatersrand,School of Electrical and Information Engineering,Johannesburg,South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Witwatersrand,School of Electrical and Information Engineering,Johannesburg,South Africa","institution_ids":["https://openalex.org/I192619145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121991375","display_name":"Zepeng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zepeng Liu","raw_affiliation_strings":["Newcastle University,School of Engineering,Newcastle Upon Tyne,U.K,NE1 7RU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University,School of Engineering,Newcastle Upon Tyne,U.K,NE1 7RU","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58564866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9596999883651733,"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":0.9596999883651733,"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/T10680","display_name":"Wind Energy Research and Development","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.0031999999191612005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.8690000176429749},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5432000160217285},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5411999821662903},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47609999775886536},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.46140000224113464},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4302000105381012},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41110000014305115},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4043000042438507}],"concepts":[{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.8690000176429749},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5432000160217285},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5411999821662903},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47609999775886536},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.46140000224113464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4431999921798706},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4302000105381012},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4043000042438507},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3515999913215637},{"id":"https://openalex.org/C2983685735","wikidata":"https://www.wikidata.org/wiki/Q5227355","display_name":"Data source","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3416999876499176},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.3370000123977661},{"id":"https://openalex.org/C2780665216","wikidata":"https://www.wikidata.org/wiki/Q6934498","display_name":"Multi-source","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31040000915527344},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C2776907094","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Condition-based maintenance","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2696000039577484}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin64977.2025.11279619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.902775228023529,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2523553285","https://openalex.org/W2884136488","https://openalex.org/W2904209271","https://openalex.org/W3041133507","https://openalex.org/W3128775465","https://openalex.org/W4213075002","https://openalex.org/W4226067624","https://openalex.org/W4285266041","https://openalex.org/W4321180172","https://openalex.org/W4321781319","https://openalex.org/W4362690417","https://openalex.org/W4399486975","https://openalex.org/W4402436767"],"related_works":[],"abstract_inverted_index":{"Transfer":[0],"learning":[1],"has":[2,17],"been":[3,18],"proposed":[4,87,107],"as":[5],"an":[6],"effective":[7],"approach":[8,85,108],"to":[9,32,44,59,97],"address":[10,67],"the":[11,34,49,68,78,99,123,129],"problems":[12],"of":[13,23,36,63,70,118,125,128,141],"insufficient":[14],"data.":[15],"It":[16],"utilized":[19],"for":[20,88],"condition":[21,89,116,126],"monitoring":[22,117,127],"wind":[24],"turbines":[25],"(WTs).":[26],"Most":[27],"works":[28],"focused":[29],"on":[30,115],"how":[31],"transfer":[33],"knowledge":[35,52,62],"fault":[37],"diagnosis":[38],"from":[39,53],"a":[40,81,112],"single":[41],"source":[42,55,64,75],"WT":[43,131,145],"target":[45,79,130],"WT,":[46,80],"which":[47],"overlooked":[48],"potential":[50],"useful":[51],"other":[54],"WTs.":[56],"In":[57],"order":[58],"utilize":[60],"more":[61],"WTs":[65,76,135],"and":[66,77,102],"challenge":[69],"data":[71],"distribution":[72,101],"alignment":[73],"between":[74],"dual-source":[82,133],"domain":[83,134,144],"adaptation-based":[84],"is":[86,95,109,137],"monitoring.":[90],"A":[91],"two-stage":[92],"prediction":[93],"framework":[94],"employed":[96],"align":[98],"domain-specific":[100,103],"regression":[104],"prediction.":[105],"The":[106],"validated":[110],"by":[111],"case":[113],"study":[114],"WT.":[119],"Results":[120],"show":[121],"that":[122,140],"performance":[124],"using":[132,142],"adaptation":[136],"better":[138],"than":[139],"single-source":[143],"adaptation.":[146]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-08T00:00:00"}