{"id":"https://openalex.org/W4362683616","doi":"https://doi.org/10.1109/tim.2023.3265095","title":"Fault Diagnosis for Power Converters Based on Incremental Learning","display_name":"Fault Diagnosis for Power Converters Based on Incremental Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4362683616","doi":"https://doi.org/10.1109/tim.2023.3265095"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3265095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3265095","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/A5100362571","display_name":"Shiqi Zhang","orcid":"https://orcid.org/0000-0002-9406-7550"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiqi Zhang","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-9406-7550","affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088524383","display_name":"Rongjie Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjie Wang","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China","Fujian Provincial Key Laboratory of Naval Architecture and Ocean Engineering and the Marine Engineering Institute, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-9994-820X","affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Naval Architecture and Ocean Engineering and the Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015914178","display_name":"Libao Wang","orcid":"https://orcid.org/0000-0002-1874-2593"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libao Wang","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-1874-2593","affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035479526","display_name":"Yupeng Si","orcid":"https://orcid.org/0000-0002-2331-5967"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yupeng Si","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-2331-5967","affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023036302","display_name":"Anhui Lin","orcid":"https://orcid.org/0000-0003-2395-8724"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anhui Lin","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0003-2395-8724","affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100726776","display_name":"Yichun Wang","orcid":"https://orcid.org/0000-0002-6635-3090"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichun Wang","raw_affiliation_strings":["Marine Engineering Institute, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-6635-3090","affiliations":[{"raw_affiliation_string":"Marine Engineering Institute, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100362571"],"corresponding_institution_ids":["https://openalex.org/I161346416"],"apc_list":null,"apc_paid":null,"fwci":5.2008,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96122145,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T12676","display_name":"Machine Learning and ELM","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.979200005531311,"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/residual","display_name":"Residual","score":0.7524530291557312},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.7487324476242065},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.6713870167732239},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5930588245391846},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5903120040893555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5467175841331482},{"id":"https://openalex.org/keywords/fault-indicator","display_name":"Fault indicator","score":0.5324526429176331},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46771612763404846},{"id":"https://openalex.org/keywords/fault-coverage","display_name":"Fault coverage","score":0.45658060908317566},{"id":"https://openalex.org/keywords/stuck-at-fault","display_name":"Stuck-at fault","score":0.4560328722000122},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45345398783683777},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.45051896572113037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44180119037628174},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4412633776664734},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4310040771961212},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36671245098114014},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18588018417358398},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.06796449422836304}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7524530291557312},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7487324476242065},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.6713870167732239},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5930588245391846},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5903120040893555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5467175841331482},{"id":"https://openalex.org/C21267803","wikidata":"https://www.wikidata.org/wiki/Q5438159","display_name":"Fault indicator","level":4,"score":0.5324526429176331},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46771612763404846},{"id":"https://openalex.org/C126953365","wikidata":"https://www.wikidata.org/wiki/Q5438152","display_name":"Fault coverage","level":3,"score":0.45658060908317566},{"id":"https://openalex.org/C13625343","wikidata":"https://www.wikidata.org/wiki/Q7627418","display_name":"Stuck-at fault","level":4,"score":0.4560328722000122},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45345398783683777},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.45051896572113037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44180119037628174},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4412633776664734},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4310040771961212},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36671245098114014},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18588018417358398},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.06796449422836304},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3265095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3265095","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":[],"awards":[{"id":"https://openalex.org/G1423743770","display_name":null,"funder_award_id":"2020J01688","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G4862870963","display_name":null,"funder_award_id":"EIPE23202","funder_id":"https://openalex.org/F4320327040","funder_display_name":"State Key Laboratory of Electrical Insulation and Power Equipment"},{"id":"https://openalex.org/G7816785129","display_name":null,"funder_award_id":"51879118","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/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320327040","display_name":"State Key Laboratory of Electrical Insulation and Power Equipment","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2095705004","https://openalex.org/W2187089797","https://openalex.org/W2473930607","https://openalex.org/W2601590138","https://openalex.org/W2738226240","https://openalex.org/W2762355244","https://openalex.org/W2788388592","https://openalex.org/W2890126432","https://openalex.org/W2906578288","https://openalex.org/W2962884963","https://openalex.org/W2965875348","https://openalex.org/W2973169406","https://openalex.org/W2973800242","https://openalex.org/W2975900820","https://openalex.org/W2977117446","https://openalex.org/W2999516673","https://openalex.org/W3002188287","https://openalex.org/W3002638499","https://openalex.org/W3041070623","https://openalex.org/W3086064036","https://openalex.org/W3107314600","https://openalex.org/W3113310630","https://openalex.org/W3144281354","https://openalex.org/W3148595981","https://openalex.org/W3150431878","https://openalex.org/W3162621823","https://openalex.org/W3164475186","https://openalex.org/W3169500307","https://openalex.org/W3171119763","https://openalex.org/W3196119092","https://openalex.org/W3199433485","https://openalex.org/W3206781851","https://openalex.org/W3216194285","https://openalex.org/W4226269423","https://openalex.org/W4285294533","https://openalex.org/W6674330103","https://openalex.org/W6755310813","https://openalex.org/W6768142628"],"related_works":["https://openalex.org/W2024194466","https://openalex.org/W3148663848","https://openalex.org/W3186790058","https://openalex.org/W2051500795","https://openalex.org/W2163103195","https://openalex.org/W1978303825","https://openalex.org/W4210447066","https://openalex.org/W1974225921","https://openalex.org/W2390533148","https://openalex.org/W2386936363"],"abstract_inverted_index":{"In":[0],"practical":[1],"fault":[2,6,19,32,77,106,124,128],"diagnosis,":[3],"the":[4,16,40,45,51,55,65,68,72,86,89,93,98,112,117],"monitoring":[5],"data":[7,47],"is":[8,12,48,79,101],"accumulated":[9],"incrementally,":[10],"it":[11],"necessary":[13],"to":[14,64,120],"detect":[15],"newly":[17,69],"added":[18],"data.":[20],"To":[21],"this":[22,24],"end,":[23],"paper":[25],"proposed":[26,99],"a":[27],"broad":[28],"residual":[29,52],"network":[30],"(BRES)":[31],"diagnosis":[33,118],"method":[34,100,113],"with":[35],"incremental":[36,73],"learning":[37,74],"capability.":[38],"Firstly,":[39],"deep":[41],"feature":[42,83],"representation":[43],"of":[44,75,85,92,97],"raw":[46],"obtained":[49,56],"by":[50,81,103],"network,":[53],"and":[54,58,88,126],"features":[57],"corresponding":[59],"labels":[60],"are":[61],"then":[62],"updated":[63],"BLS.":[66,94],"For":[67],"collected":[70],"data,":[71],"new":[76,123,127],"modes":[78],"achieved":[80],"automatic":[82],"extraction":[84],"ResNet":[87],"node":[90],"expansion":[91],"The":[95],"effectiveness":[96],"verified":[102],"motor-driven":[104],"converters":[105],"diagnosis.":[107],"Experimental":[108],"results":[109],"indicate":[110],"that":[111],"can":[114],"effectively":[115],"update":[116],"model":[119],"incrementally":[121],"learn":[122],"categories":[125],"modes.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}