{"id":"https://openalex.org/W4385834050","doi":"https://doi.org/10.1109/tie.2023.3301508","title":"A Transferrable and Noise-Tolerant Data-Driven Method for Open-Circuit Fault Diagnosis of Multiple Inverters in a Microgrid","display_name":"A Transferrable and Noise-Tolerant Data-Driven Method for Open-Circuit Fault Diagnosis of Multiple Inverters in a Microgrid","publication_year":2023,"publication_date":"2023-08-15","ids":{"openalex":"https://openalex.org/W4385834050","doi":"https://doi.org/10.1109/tie.2023.3301508"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2023.3301508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3301508","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","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/A5073745810","display_name":"Yang Xia","orcid":"https://orcid.org/0000-0002-3163-137X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yang Xia","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3163-137X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013947981","display_name":"Yan Xu","orcid":"https://orcid.org/0000-0002-0503-183X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yan Xu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0503-183X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101592803","display_name":"Nan Zhou","orcid":"https://orcid.org/0000-0002-5888-1694"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Nan Zhou","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5888-1694","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":3.8713,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.94760056,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"71","issue":"7","first_page":"8017","last_page":"8027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9991000294685364,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10409","display_name":"Fuel Cells and Related Materials","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.8014655113220215},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6954343914985657},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.6327735781669617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5345572233200073},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5053315758705139},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4290793836116791},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.38084036111831665},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.38033631443977356},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.3243248462677002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2562388777732849},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08293798565864563}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.8014655113220215},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6954343914985657},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.6327735781669617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5345572233200073},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5053315758705139},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4290793836116791},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.38084036111831665},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.38033631443977356},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.3243248462677002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2562388777732849},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08293798565864563},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2023.3301508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3301508","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1597576211","https://openalex.org/W1738306545","https://openalex.org/W1984008622","https://openalex.org/W2020032342","https://openalex.org/W2059477850","https://openalex.org/W2100028154","https://openalex.org/W2111072639","https://openalex.org/W2167320299","https://openalex.org/W2318970278","https://openalex.org/W2368523619","https://openalex.org/W2519348275","https://openalex.org/W2769525464","https://openalex.org/W2795972899","https://openalex.org/W2887782657","https://openalex.org/W2898375427","https://openalex.org/W2900706455","https://openalex.org/W2981041116","https://openalex.org/W2982172966","https://openalex.org/W2991501580","https://openalex.org/W3000384844","https://openalex.org/W3011049045","https://openalex.org/W3017198169","https://openalex.org/W3025888249","https://openalex.org/W3025981493","https://openalex.org/W3088843445","https://openalex.org/W3092459809","https://openalex.org/W3122887078","https://openalex.org/W3171119763","https://openalex.org/W3203574160","https://openalex.org/W3215609696"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W2907234787","https://openalex.org/W4285503559","https://openalex.org/W4206134051","https://openalex.org/W4383747562"],"abstract_inverted_index":{"A":[0],"new":[1],"data-driven":[2],"method":[3,128],"is":[4,22,39,114,129],"developed":[5],"in":[6,16,81,146],"this":[7],"article":[8],"for":[9,41,102,131],"open-circuit":[10],"fault":[11,34,120],"diagnosis":[12,20],"of":[13,60,92],"multiple":[14],"inverters":[15],"a":[17,26,32,86,107],"microgrid.":[18],"The":[19,126],"problem":[21],"hierarchically":[23],"modelled":[24],"as":[25,67,144],"faulty":[27,79],"inverter":[28,80],"localization":[29],"subproblem":[30],"and":[31,46,49,137],"switch":[33,97,119],"classification":[35],"subproblem.":[36],"First,":[37],"eigen-decomposition":[38],"conducted":[40],"measurement":[42],"signals":[43],"(bus":[44],"voltage":[45],"active":[47],"power)":[48],"then":[50],"certain":[51],"features":[52,66],"are":[53,74],"extracted":[54],"to":[55,76,116,141],"represent":[56],"the":[57,68,78,82,93,118,123],"distribution":[58],"characteristics":[59],"decomposed":[61],"eigenvalues.":[62],"By":[63],"utilizing":[64],"these":[65],"input,":[69],"extreme":[70],"learning":[71,109],"machines":[72],"(ELMs)":[73],"trained":[75,96],"identify":[77],"microgrid":[83],"based":[84],"on":[85],"decision-making":[87],"scheme.":[88],"Given":[89],"different":[90],"manufacturers":[91],"inverter,":[94],"one":[95],"classifier":[98,121],"may":[99],"not":[100],"work":[101],"other":[103],"similar":[104],"inverters.":[105],"Therefore,":[106],"transfer":[108],"algorithm,":[110],"domain":[111],"adaption":[112],"ELM,":[113],"utilized":[115],"train":[117],"at":[122],"second":[124],"stage.":[125],"proposed":[127],"advantageous":[130],"much":[132],"stronger":[133],"robustness":[134],"under":[135],"noises":[136],"generalization":[138],"capability":[139],"compared":[140],"existing":[142],"approaches,":[143],"shown":[145],"test":[147],"results.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
