{"id":"https://openalex.org/W4365128697","doi":"https://doi.org/10.1109/tie.2023.3265027","title":"Data-Driven Modeling With Experimental Augmentation for the Modulation Strategy of the Dual-Active-Bridge Converter","display_name":"Data-Driven Modeling With Experimental Augmentation for the Modulation Strategy of the Dual-Active-Bridge Converter","publication_year":2023,"publication_date":"2023-04-11","ids":{"openalex":"https://openalex.org/W4365128697","doi":"https://doi.org/10.1109/tie.2023.3265027"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2023.3265027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3265027","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2307.16173","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062039431","display_name":"Xinze Li","orcid":"https://orcid.org/0000-0003-3513-209X"},"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":true,"raw_author_name":"Xinze Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3513-209X","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/A5002357319","display_name":"Josep Pou","orcid":"https://orcid.org/0000-0002-3114-781X"},"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":"Josep Pou","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3114-781X","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/A5090237933","display_name":"Jiaxin Dong","orcid":"https://orcid.org/0000-0002-1282-1418"},"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":"Jiaxin Dong","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1282-1418","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/A5025969261","display_name":"Fanfan Lin","orcid":"https://orcid.org/0000-0002-5562-2478"},"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":"Fanfan Lin","raw_affiliation_strings":["Interdisciplinary Graduate School, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5562-2478","affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"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/A5103802901","display_name":"Suvajit Mukherjee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suvajit Mukherjee","raw_affiliation_strings":["Rolls-Royce &#x0040; NTU Corp Lab, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rolls-Royce &#x0040; NTU Corp Lab, Singapore","institution_ids":[]}]},{"author_position":"last","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"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062039431"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":4.3124,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.9497439,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"71","issue":"3","first_page":"2626","last_page":"2637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10175","display_name":"Advanced DC-DC Converters","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10175","display_name":"Advanced DC-DC Converters","score":0.9997000098228455,"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/T10228","display_name":"Multilevel Inverters and Converters","score":0.9994999766349792,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9983999729156494,"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/dual","display_name":"Dual (grammatical number)","score":0.6783402562141418},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.596281886100769},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5644713044166565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.453675240278244},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.442592978477478},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27808940410614014},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23315703868865967},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14200687408447266},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08827245235443115}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6783402562141418},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.596281886100769},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5644713044166565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.453675240278244},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.442592978477478},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27808940410614014},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23315703868865967},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14200687408447266},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08827245235443115},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tie.2023.3265027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3265027","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:arXiv.org:2307.16173","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2307.16173","pdf_url":"https://arxiv.org/pdf/2307.16173","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/172335","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/172335","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2307.16173","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2307.16173","pdf_url":"https://arxiv.org/pdf/2307.16173","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4365128697.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2020395481","https://openalex.org/W2023106711","https://openalex.org/W2093805979","https://openalex.org/W2132755931","https://openalex.org/W2158114484","https://openalex.org/W2169607864","https://openalex.org/W2321782165","https://openalex.org/W2611515257","https://openalex.org/W2805855567","https://openalex.org/W2810953250","https://openalex.org/W2864622186","https://openalex.org/W2909688839","https://openalex.org/W2919599708","https://openalex.org/W2976643890","https://openalex.org/W2981697815","https://openalex.org/W3025412226","https://openalex.org/W3046417006","https://openalex.org/W3119035587","https://openalex.org/W3144187117","https://openalex.org/W3168200036","https://openalex.org/W3185114440","https://openalex.org/W3194718865","https://openalex.org/W3212537746","https://openalex.org/W4205598007","https://openalex.org/W4225659845","https://openalex.org/W4285111648","https://openalex.org/W4295308342","https://openalex.org/W4296425703","https://openalex.org/W4319863482","https://openalex.org/W4319863544"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1501776718","https://openalex.org/W2358668433","https://openalex.org/W2615136228","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W657108774"],"abstract_inverted_index":{"For":[0],"the":[1,7,64,143,179],"performance":[2,66,129],"modeling":[3,20,32,92,166],"of":[4,146,182],"power":[5,74],"converters,":[6],"mainstream":[8],"approaches":[9],"are":[10],"essentially":[11],"knowledge-based,":[12],"suffering":[13],"from":[14,33],"heavy":[15],"manpower":[16],"burden":[17],"and":[18,47,81,105,122,168,194,199,207],"low":[19],"accuracy.":[21],"Recent":[22],"emerging":[23],"data-driven":[24,56,91,202],"techniques":[25],"greatly":[26],"relieve":[27],"human":[28],"reliance":[29],"by":[30],"automatic":[31],"simulation":[34,61,103,114],"data.":[35,107],"However,":[36],"model":[37,79],"discrepancy":[38,80],"may":[39],"occur":[40],"due":[41],"to":[42,117,211],"unmodeled":[43],"parasitics,":[44],"deficient":[45],"thermal":[46],"magnetic":[48],"models,":[49],"unpredictable":[50],"ambient":[51],"conditions,":[52],"etc.":[53],"These":[54],"inaccurate":[55],"models":[57,203],"based":[58],"on":[59,126],"pure":[60],"cannot":[62],"represent":[63],"practical":[65,201],"in":[67,73,84,130,174,204],"physical":[68],"world,":[69],"hindering":[70],"their":[71],"applications":[72],"converter":[75],"modeling.":[76],"To":[77],"alleviate":[78],"improve":[82],"accuracy":[83],"practice,":[85],"this":[86],"article":[87],"proposes":[88],"a":[89,147],"novel":[90],"with":[93],"experimental":[94,106,123],"augmentation":[95],"(D":[96],"<sup":[97,110,135,158,188],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[98,111,136,159,189],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[99,112,137,160,190],"EA),":[100],"leveraging":[101],"both":[102],"data":[104,115,124],"In":[108],"D":[109,134,157,187],"EA,":[113],"aims":[116],"establish":[118],"basic":[119],"functional":[120],"landscape,":[121],"focuses":[125],"matching":[127],"actual":[128],"real":[131],"world.":[132],"The":[133,155],"EA":[138,161,191],"approach":[139,162],"is":[140,171,184,192,209],"instantiated":[141],"for":[142,150],"efficiency":[144,165,181],"optimization":[145],"hybrid":[148],"modulation":[149],"neutral-point-clamped":[151],"dual-active-bridge":[152],"(NPC-DAB)":[153],"converter.":[154],"proposed":[156],"realizes":[163],"99.92%":[164],"accuracy,":[167],"its":[169],"feasibility":[170],"comprehensively":[172],"validated":[173],"2-kW":[175],"hardware":[176],"experiments,":[177],"where":[178],"peak":[180],"98.45%":[183],"attained.":[185],"Overall,":[186],"data-light":[193],"can":[195],"achieve":[196],"highly":[197,200],"accurate":[198],"one":[205],"shot,":[206],"it":[208],"scalable":[210],"other":[212],"applications,":[213],"effortlessly.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2023-04-13T00:00:00"}
