{"id":"https://openalex.org/W3046096304","doi":"https://doi.org/10.1155/2020/5306473","title":"Fault Diagnosis of PMSG Wind Power Generation System Based on LMD and MSE","display_name":"Fault Diagnosis of PMSG Wind Power Generation System Based on LMD and MSE","publication_year":2020,"publication_date":"2020-07-28","ids":{"openalex":"https://openalex.org/W3046096304","doi":"https://doi.org/10.1155/2020/5306473","mag":"3046096304"},"language":"en","primary_location":{"id":"doi:10.1155/2020/5306473","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5306473","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5306473.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/5306473.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007723378","display_name":"Hao Duan","orcid":"https://orcid.org/0000-0003-4202-0731"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Duan","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069530061","display_name":"Ming Lu","orcid":"https://orcid.org/0000-0002-4427-4981"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Lu","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080409274","display_name":"Yongteng Sun","orcid":"https://orcid.org/0000-0003-3820-5231"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongteng Sun","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614569","display_name":"Jinyu Wang","orcid":"https://orcid.org/0000-0002-1803-0385"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyu Wang","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920403","display_name":"Cheng Wang","orcid":"https://orcid.org/0000-0001-9971-6399"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Wang","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033654502","display_name":"Zuguo Chen","orcid":"https://orcid.org/0000-0002-5029-8875"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuguo Chen","raw_affiliation_strings":["School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hunan University of Science and Technology, Xiang Tan 411201, China","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069530061"],"corresponding_institution_ids":["https://openalex.org/I121296143"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":1.3349,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80514271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10228","display_name":"Multilevel Inverters and Converters","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12810","display_name":"Real-time simulation and control systems","score":0.9954000115394592,"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/fault","display_name":"Fault (geology)","score":0.7075673341751099},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6169518232345581},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6066017746925354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5891580581665039},{"id":"https://openalex.org/keywords/permanent-magnet-synchronous-generator","display_name":"Permanent magnet synchronous generator","score":0.5815783739089966},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5304761528968811},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5076173543930054},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.45980823040008545},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41089317202568054},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2944505214691162},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2095504105091095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1916096806526184},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08182188868522644}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7075673341751099},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6169518232345581},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6066017746925354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5891580581665039},{"id":"https://openalex.org/C201320609","wikidata":"https://www.wikidata.org/wiki/Q3274420","display_name":"Permanent magnet synchronous generator","level":3,"score":0.5815783739089966},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5304761528968811},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5076173543930054},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.45980823040008545},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41089317202568054},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2944505214691162},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2095504105091095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1916096806526184},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08182188868522644},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2020/5306473","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5306473","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5306473.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:83157ae5858a49ebb4929e9fdd1fb5e1","is_oa":true,"landing_page_url":"https://doaj.org/article/83157ae5858a49ebb4929e9fdd1fb5e1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/5306473","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5306473","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5306473.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1997116390","display_name":null,"funder_award_id":"2020JJ4316","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3751825120","display_name":null,"funder_award_id":"61672226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4739038447","display_name":null,"funder_award_id":"61903137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046096304.pdf","grobid_xml":"https://content.openalex.org/works/W3046096304.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1980750128","https://openalex.org/W2003112943","https://openalex.org/W2030720381","https://openalex.org/W2067610416","https://openalex.org/W2093244782","https://openalex.org/W2102086220","https://openalex.org/W2105406687","https://openalex.org/W2129458610","https://openalex.org/W2140554090","https://openalex.org/W2142351866","https://openalex.org/W2145789942","https://openalex.org/W2150763729","https://openalex.org/W2158764551","https://openalex.org/W2162341903","https://openalex.org/W2162448500","https://openalex.org/W2162827174","https://openalex.org/W2168306830","https://openalex.org/W2341274835","https://openalex.org/W2801870674","https://openalex.org/W2894126949","https://openalex.org/W2901363724","https://openalex.org/W2904850496","https://openalex.org/W2906559318","https://openalex.org/W2910961748","https://openalex.org/W2917597083","https://openalex.org/W2921630109","https://openalex.org/W2942973938","https://openalex.org/W2968196960","https://openalex.org/W2977984211","https://openalex.org/W2978449012","https://openalex.org/W2982302681","https://openalex.org/W2991427988","https://openalex.org/W2998333608","https://openalex.org/W3004798880","https://openalex.org/W3005219233","https://openalex.org/W3012222963","https://openalex.org/W3012264837","https://openalex.org/W3014231297"],"related_works":["https://openalex.org/W3214712242","https://openalex.org/W3204461065","https://openalex.org/W1965417009","https://openalex.org/W2018320994","https://openalex.org/W2085232331","https://openalex.org/W2738547440","https://openalex.org/W2460685830","https://openalex.org/W2742210008","https://openalex.org/W2925195937","https://openalex.org/W2741863531"],"abstract_inverted_index":{"After":[0],"fault":[1,4,19,65],"occurs,":[2],"the":[3,26,35,48,59,68,82,93,96],"diagnosis":[5,66,105],"of":[6,28,61,98],"wind":[7,36,62],"turbine":[8],"system":[9,64],"is":[10],"required":[11],"accurately":[12],"and":[13,55,103],"quickly.":[14],"This":[15,71],"paper":[16,72],"presents":[17],"a":[18,74],"diagnostic":[20],"method":[21,50,94],"for":[22,34,67],"open-circuit":[23],"faults":[24,83],"in":[25],"converter":[27,60],"permanent":[29],"magnet":[30],"synchronous":[31],"generator":[32],"drive":[33],"turbine.":[37],"To":[38],"avoid":[39],"misjudgement":[40],"or":[41],"missed":[42],"judgement":[43],"caused":[44],"by":[45,86],"improper":[46],"thresholds,":[47],"proposed":[49],"applies":[51],"Local":[52],"Mean":[53],"Decomposition":[54],"Multiscale":[56],"Entropy":[57],"into":[58],"power":[63],"first":[69],"time.":[70,106],"uses":[73],"novel":[75],"multiclass":[76],"support":[77],"vector":[78],"machine":[79],"to":[80],"classify":[81],"hardly":[84],"diagnosed":[85],"other":[87],"methods.":[88],"Simulation":[89],"results":[90],"show":[91],"that":[92],"has":[95],"characteristics":[97],"high":[99,101],"adaptability,":[100],"accuracy,":[102],"less":[104]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
