{"id":"https://openalex.org/W4403022254","doi":"https://doi.org/10.1109/tie.2024.3454408","title":"PE-GPT: A New Paradigm for Power Electronics Design","display_name":"PE-GPT: A New Paradigm for Power Electronics Design","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403022254","doi":"https://doi.org/10.1109/tie.2024.3454408"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2024.3454408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2024.3454408","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/A5025969261","display_name":"Fanfan Lin","orcid":"https://orcid.org/0000-0002-5562-2478"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Fanfan Lin","raw_affiliation_strings":["University of Illinois Urbana-Champaign Institute, Zhejiang University, Haining, China"],"raw_orcid":"https://orcid.org/0000-0002-5562-2478","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062039431","display_name":"Xinze Li","orcid":"https://orcid.org/0000-0003-3513-209X"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinze Li","raw_affiliation_strings":["University of Arkansas, Fayetteville, AR, USA"],"raw_orcid":"https://orcid.org/0000-0003-3513-209X","affiliations":[{"raw_affiliation_string":"University of Arkansas, Fayetteville, AR, USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113411919","display_name":"Weihao Lei","orcid":"https://orcid.org/0009-0001-2508-6707"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Lei","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-2508-6707","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057597956","display_name":"Juan J. Rodr\u00edguez-Andina","orcid":"https://orcid.org/0000-0002-0919-1793"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan J. Rodriguez-Andina","raw_affiliation_strings":["Department of Electronic Technology, University of Vigo, Vigo, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0919-1793","affiliations":[{"raw_affiliation_string":"Department of Electronic Technology, University of Vigo, Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072189850","display_name":"Josep M. Guerrero","orcid":null},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep M. Guerrero","raw_affiliation_strings":["Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5236-4592","affiliations":[{"raw_affiliation_string":"Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain","institution_ids":["https://openalex.org/I11932220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344158","display_name":"Changyun Wen","orcid":"https://orcid.org/0000-0001-9530-360X"},"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":"Changyun Wen","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9530-360X","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/A5100365326","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0002-4968-2722"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4968-2722","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037742943","display_name":"Hao Ma","orcid":"https://orcid.org/0000-0002-4714-0233"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Ma","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4714-0233","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5025969261"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":2.2652,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88021483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":"4","first_page":"3778","last_page":"3791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9035999774932861,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9035999774932861,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/power-electronics","display_name":"Power electronics","score":0.6506044864654541},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.5321499705314636},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.5063446760177612},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.42040809988975525},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4139358699321747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3964706361293793},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3636610507965088},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17760026454925537},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.15365555882453918}],"concepts":[{"id":"https://openalex.org/C178911571","wikidata":"https://www.wikidata.org/wiki/Q593143","display_name":"Power electronics","level":3,"score":0.6506044864654541},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.5321499705314636},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.5063446760177612},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.42040809988975525},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4139358699321747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3964706361293793},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3636610507965088},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17760026454925537},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.15365555882453918},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2024.3454408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2024.3454408","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/1574cd3a-a83e-469b-b684-37f9b266dc31","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/1574cd3a-a83e-469b-b684-37f9b266dc31","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":"Lin, F, Li, X, Lei, W, Rodriguez-Andina, J J, Guerrero, J M, Wen, C, Zhang, X & Ma, H 2025, 'PE-GPT : A New Paradigm for Power Electronics Design', IEEE Transactions on Industrial Electronics, vol. 72, no. 4, pp. 3778-3791. https://doi.org/10.1109/TIE.2024.3454408","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4099999964237213,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2445636412","display_name":null,"funder_award_id":"52407225","funder_id":"https://openalex.org/F4320331088","funder_display_name":"Natural Science Foundation for Young Scientists of Shanxi Province"}],"funders":[{"id":"https://openalex.org/F4320331088","display_name":"Natural Science Foundation for Young Scientists of Shanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1504052325","https://openalex.org/W2001356449","https://openalex.org/W2019207321","https://openalex.org/W2765136386","https://openalex.org/W2888261345","https://openalex.org/W2959818615","https://openalex.org/W3128736154","https://openalex.org/W3168200036","https://openalex.org/W4313469373","https://openalex.org/W4319863482","https://openalex.org/W4361289889","https://openalex.org/W4385245566","https://openalex.org/W4390041933","https://openalex.org/W4390229867","https://openalex.org/W4390979934","https://openalex.org/W4391136507","https://openalex.org/W4391855109","https://openalex.org/W4392694057","https://openalex.org/W4395028209","https://openalex.org/W4404295456","https://openalex.org/W4407316860","https://openalex.org/W6847035875","https://openalex.org/W6854866820","https://openalex.org/W6860729866","https://openalex.org/W6869387301"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1710432674","https://openalex.org/W2914656451","https://openalex.org/W1545023425","https://openalex.org/W2552780767","https://openalex.org/W2548818105","https://openalex.org/W2371970260","https://openalex.org/W2492373545","https://openalex.org/W2228554074","https://openalex.org/W2084884443"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"have":[4],"shown":[5],"exciting":[6],"potential":[7],"in":[8,18,36,134,149,155,165],"powering":[9],"the":[10,19,100,116,126,172,205,208],"growth":[11],"of":[12,29,115,125,177,207],"many":[13],"industries,":[14],"yet":[15],"their":[16],"adoption":[17],"power":[20],"electronics":[21],"(PE)":[22],"sector":[23],"is":[24,107],"hindered":[25],"by":[26,195],"a":[27,43,48,68,74,131,146,152,167,214],"lack":[28],"specialized":[30],"PE":[31,53,69,181,209],"technical":[32],"expertise":[33],"and":[34,72,87,96,121,151,184,211],"challenges":[35],"processing":[37,94],"PE-specific":[38],"data.":[39],"This":[40,90,192],"study":[41],"presents":[42],"pioneering":[44],"approach":[45],"to":[46,137,179,203],"establish":[47],"multimodal":[49,93,163],"LLM":[50,80],"tailored":[51],"for":[52,171],"design":[54,102,114,124,182],"applications,":[55],"named":[56],"PE-GPT.":[57],"The":[58,104,175],"methodology":[59,106],"involves":[60],"enhancing":[61],"PE-GPT":[62,105,129,144,178],"with":[63,82,109],"retrieval":[64],"augmented":[65],"generation":[66],"from":[67],"knowledge":[70],"base,":[71],"proposes":[73],"hybrid":[75],"framework":[76],"that":[77],"integrates":[78],"an":[79],"agent":[81],"metaheuristic":[83],"algorithms,":[84],"Model":[85],"Zoo,":[86],"Simulation":[88],"Repository.":[89],"enhances":[91],"its":[92],"capabilities":[95,164],"enables":[97],"integration":[98],"into":[99],"existing":[101],"workflow.":[103],"demonstrated":[108],"two":[110],"case":[111],"studies:":[112],"modulation":[113,169],"dual-active":[117],"bridge":[118],"(DAB)":[119],"converter":[120],"circuit":[122],"parameter":[123],"buck":[127],"converter.":[128,174],"demonstrates":[130],"22.2%":[132],"increase":[133],"correctness":[135,150],"compared":[136],"human":[138],"experts.":[139],"Against":[140],"other":[141,180],"leading":[142],"LLMs,":[143],"shows":[145],"35.6%":[147],"improvement":[148],"15.4%":[153],"enhancement":[154],"consistency,":[156],"reducing":[157],"hallucination.":[158],"Hardware":[159],"experiments":[160],"validate":[161],"PE-GPT\u2019s":[162],"optimizing":[166],"five-degree-of-freedom":[168],"strategy":[170],"DAB":[173],"generalization":[176],"applications":[183],"associated":[185],"AI":[186],"ethical":[187],"considerations":[188],"are":[189],"also":[190],"discussed.":[191],"research":[193,199],"concludes":[194],"outlining":[196],"inspiring":[197],"future":[198],"directions,":[200],"encouraging":[201],"researchers":[202],"expand":[204],"boundaries":[206],"industry":[210],"advance":[212],"toward":[213],"more":[215],"intelligent":[216],"era.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
