{"id":"https://openalex.org/W4367359617","doi":"https://doi.org/10.1109/tii.2023.3271358","title":"A Multi-Information Fusion Algorithm to Fault Diagnosis of Power Converter in Wind Power Generation Systems","display_name":"A Multi-Information Fusion Algorithm to Fault Diagnosis of Power Converter in Wind Power Generation Systems","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367359617","doi":"https://doi.org/10.1109/tii.2023.3271358"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3271358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3271358","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5029397833","display_name":"Jinping Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinping Liang","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0001-7206-1935","affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040751681","display_name":"Ke Zhang","orcid":"https://orcid.org/0000-0002-0628-0416"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Zhang","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043081041","display_name":"Ahmed Al\u2010Durra","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahmed Al-Durra","raw_affiliation_strings":["Advanced Power and Energy Center, Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-6629-5134","affiliations":[{"raw_affiliation_string":"Advanced Power and Energy Center, Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032444982","display_name":"Daming Zhou","orcid":"https://orcid.org/0000-0002-4304-6709"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daming Zhou","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-4304-6709","affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.907,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.95819369,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"20","issue":"2","first_page":"1167","last_page":"1179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9959999918937683,"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/wind-power","display_name":"Wind power","score":0.6363760232925415},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6273581385612488},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6244840621948242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.538529634475708},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5384746193885803},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.510426938533783},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.48856815695762634},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4854293763637543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38462093472480774},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31134629249572754}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6363760232925415},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6273581385612488},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6244840621948242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.538529634475708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5384746193885803},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.510426938533783},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.48856815695762634},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4854293763637543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38462093472480774},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31134629249572754},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3271358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3271358","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5300316300","display_name":null,"funder_award_id":"51977177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5951836422","display_name":null,"funder_award_id":"D5000230128","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2177982779","https://openalex.org/W2519348275","https://openalex.org/W2787170994","https://openalex.org/W2884136488","https://openalex.org/W2964103799","https://openalex.org/W2980119424","https://openalex.org/W2982172966","https://openalex.org/W2999322500","https://openalex.org/W2999570460","https://openalex.org/W3000155135","https://openalex.org/W3009346076","https://openalex.org/W3011208721","https://openalex.org/W3014231297","https://openalex.org/W3015362700","https://openalex.org/W3023394765","https://openalex.org/W3033862393","https://openalex.org/W3038041534","https://openalex.org/W3110023814","https://openalex.org/W3113008830","https://openalex.org/W3119945407","https://openalex.org/W3135234437","https://openalex.org/W3149994345","https://openalex.org/W3152783047","https://openalex.org/W3192807145","https://openalex.org/W3210242925","https://openalex.org/W3217791685","https://openalex.org/W4206819248","https://openalex.org/W4224267581","https://openalex.org/W4285251765","https://openalex.org/W4308475787","https://openalex.org/W4312221576"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W4281727072","https://openalex.org/W2560201613","https://openalex.org/W3154990682","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W1532073221","https://openalex.org/W2377538627","https://openalex.org/W2107220315","https://openalex.org/W1589637664"],"abstract_inverted_index":{"Power":[0],"electronics-based":[1],"converters":[2],"are":[3,68],"the":[4,32,78,109,134,146,153,175,178,189],"major":[5],"and":[6,48,92,131,136,159,171,194],"most":[7],"vulnerable":[8],"components":[9],"in":[10],"wind":[11,101],"power":[12,19,34,102],"generation":[13],"systems.":[14],"Converter":[15],"faults":[16,190],"will":[17],"affect":[18],"quality,damage":[20],"expensive":[21],"equipment":[22],"such":[23],"asgenerators,":[24],"or":[25],"even":[26],"pose":[27],"a":[28,41],"massive":[29],"threat":[30],"to":[31,44,58,63,125,144,148],"entire":[33],"grid.":[35],"Fault":[36],"diagnosis":[37,55],"is":[38,123],"considered":[39],"as":[40],"powerful":[42],"means":[43],"improve":[45],"system":[46],"reliability":[47],"reduce":[49],"maintenance":[50],"costs.":[51],"Existing":[52],"data-driven":[53],"fault":[54,104,114],"methods":[56],"related":[57],"improving":[59],"feature":[60,73],"extraction":[61],"approaches":[62],"obtain":[64],"high":[65],"diagnostic":[66],"accuracy":[67,193],"mostly":[69],"based":[70],"on":[71,169],"single-scale":[72],"of":[74,82,90,113,128,155,163,177],"signals;":[75],"this":[76,185],"neglects":[77],"potentially":[79,118],"valuable":[80,119],"information":[81],"other":[83],"scales.":[84,165],"This":[85],"paper":[86],"proposes":[87],"an":[88],"algorithm":[89],"Dempster-Shafer":[91,122],"Deng":[93],"entropy":[94,98,112],"fusion":[95],"multi-scale":[96,110],"approximate":[97,111],"(DSDEMAE)":[99],"for":[100],"converter":[103],"diagnosis.":[105],"Firstly,":[106],"it":[107],"calculates":[108],"signals,":[115],"mining":[116],"more":[117],"information.":[120],"Secondly,":[121],"used":[124],"fuse":[126],"features":[127,158,162],"various":[129],"scales":[130],"effectively":[132],"handles":[133],"conflicts":[135],"uncertainties":[137],"between":[138],"different":[139,164],"features.":[140],"Finally,Deng":[141],"entropyis":[142],"adopted":[143],"measure":[145],"uncertainty":[147],"adjust":[149],"weight":[150],"distribution,":[151],"reducing":[152],"influence":[154],"highly":[156],"conflicting":[157],"mutually":[160],"benefitting":[161],"Extensive":[166],"experimental":[167,172],"results":[168],"simulated":[170],"data":[173],"demonstrate":[174],"effectiveness":[176],"proposed":[179],"algorithm.":[180],"Compared":[181],"with":[182,191],"advanced":[183],"methods,":[184],"method":[186],"can":[187],"diagnose":[188],"higher":[192],"stronger":[195],"robustness.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
