{"id":"https://openalex.org/W4412536588","doi":"https://doi.org/10.1109/tie.2025.3577391","title":"An Active Learning Framework for Reliability-Oriented Power Electronics Design","display_name":"An Active Learning Framework for Reliability-Oriented Power Electronics Design","publication_year":2025,"publication_date":"2025-07-21","ids":{"openalex":"https://openalex.org/W4412536588","doi":"https://doi.org/10.1109/tie.2025.3577391"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3577391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3577391","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/A5021488261","display_name":"Xinyue Zhang","orcid":"https://orcid.org/0009-0002-5862-5188"},"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":"Xinyue Zhang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China","School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0002-5862-5188","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721462","display_name":"Xin Zhao","orcid":"https://orcid.org/0000-0002-0652-787X"},"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":"Xin Zhao","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China","School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-0652-787X","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101946102","display_name":"Jie Kong","orcid":"https://orcid.org/0000-0002-2387-7070"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jie Kong","raw_affiliation_strings":["AAU Energy, Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-2387-7070","affiliations":[{"raw_affiliation_string":"AAU Energy, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032944725","display_name":"Jiacheng Sun","orcid":"https://orcid.org/0009-0008-0133-7867"},"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":"Jiacheng Sun","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China","School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0008-0133-7867","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062227534","display_name":"Xiaohua Wu","orcid":"https://orcid.org/0000-0002-3264-6215"},"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":"Xiaohua Wu","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, China","School of Automation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-3264-6215","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041593744","display_name":"Chaoqiang Jiang","orcid":"https://orcid.org/0000-0001-5374-364X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chaoqiang Jiang","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-5374-364X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042956862","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0003-0248-7644"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Hong Kong Polytechnic University, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0003-0248-7644","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3201,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94540169,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"72","issue":"12","first_page":"13210","last_page":"13220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9223999977111816,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9223999977111816,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/reliability","display_name":"Reliability (semiconductor)","score":0.6663010716438293},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.6567044854164124},{"id":"https://openalex.org/keywords/power-electronics","display_name":"Power electronics","score":0.6224373579025269},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.5437047481536865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5392382144927979},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3965703845024109},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.360743910074234},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.35924428701400757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32691702246665955},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11745381355285645}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6663010716438293},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6567044854164124},{"id":"https://openalex.org/C178911571","wikidata":"https://www.wikidata.org/wiki/Q593143","display_name":"Power electronics","level":3,"score":0.6224373579025269},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.5437047481536865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5392382144927979},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3965703845024109},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.360743910074234},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.35924428701400757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32691702246665955},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11745381355285645},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2025.3577391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3577391","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"},{"id":"pmh:oai:pure.atira.dk:publications/02828b66-1a67-4dd5-98e3-0439f254d98f","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/02828b66-1a67-4dd5-98e3-0439f254d98f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhang, X, Zhao, X, Kong, J, Sun, J, Wu, X, Jiang, C & Zhang, Y 2025, 'An Active Learning Framework for Reliability-Oriented Power Electronics Design', I E E E Transactions on Industrial Electronics, vol. 72, no. 12, 11087453, pp. 13210-13220. https://doi.org/10.1109/TIE.2025.3577391","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4233600955","https://openalex.org/W4322734194","https://openalex.org/W3116237489","https://openalex.org/W4404996554","https://openalex.org/W2913665393","https://openalex.org/W2369695847","https://openalex.org/W3005535424","https://openalex.org/W2994319598","https://openalex.org/W2047067935"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"an":[3],"active":[4,76],"learning":[5,77],"framework":[6],"to":[7,78,107],"address":[8],"a":[9,50,56],"longstanding":[10],"research":[11],"question:":[12],"how":[13],"much":[14],"data":[15,34],"are":[16],"needed":[17],"for":[18,49],"data-driven":[19],"power":[20],"electronics":[21],"designs.":[22],"The":[23,87,99],"proposed":[24,43,70,91],"method":[25,71,92],"can":[26],"automatically":[27],"explore":[28],"the":[29,37,42,45,69,80,90,108],"optimal":[30],"scenario":[31],"using":[32],"minimal":[33,84],"while":[35],"achieving":[36,62],"desired":[38,81],"accuracy.":[39],"To":[40],"demonstrate":[41],"method,":[44],"reliability-oriented":[46],"design":[47],"(ROD)":[48],"traction":[51],"converter":[52],"is":[53,102],"used":[54],"as":[55],"case":[57],"study.":[58],"While":[59],"traditional":[60,109],"methods":[61],"ROD":[63,110],"necessitate":[64],"extensive":[65],"simulations":[66],"and":[67,75],"experiments,":[68],"uses":[72],"surrogate":[73],"models":[74],"achieve":[79],"accuracy":[82],"with":[83],"computational":[85],"requirements.":[86],"performance":[88],"of":[89],"has":[93],"been":[94],"verified":[95],"by":[96,104],"experimental":[97],"measurements.":[98],"computation":[100],"cost":[101],"reduced":[103],"71.6%":[105],"compared":[106],"method.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}