{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T06:46:44Z","timestamp":1782370004403,"version":"3.54.5"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Ministry of Science and ICT (MSIT), Republic of Korea","award":["RS-2025-00557033"],"award-info":[{"award-number":["RS-2025-00557033"]}]},{"name":"Ministry of Land, Infrastructure and Transport (MOLIT), Republic of Korea","award":["RS-2021-KA163337"],"award-info":[{"award-number":["RS-2021-KA163337"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Electron."],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1109\/tie.2026.3663785","type":"journal-article","created":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T19:58:04Z","timestamp":1773086284000},"page":"11375-11385","source":"Crossref","is-referenced-by-count":1,"title":["Machine-Learning-Based Optimal Design of a 100 kW, 99% Efficiency, 70 kV Insulated, Leakage-Inductance-Integrated Medium-Frequency Transformer"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3251-061X","authenticated-orcid":false,"given":"Eunchong","family":"Noh","sequence":"first","affiliation":[{"name":"School of Electrical and Computer Engineering, University of Seoul, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9210-1284","authenticated-orcid":false,"given":"Junhyuk","family":"So","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Pohang University of Science and Technology, Pohang, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0105-7602","authenticated-orcid":false,"given":"Jin-Hyuk","family":"Park","sequence":"additional","affiliation":[{"name":"Korea Railroad Research Institute, Uiwang, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4879-3009","authenticated-orcid":false,"given":"Seung-Hwan","family":"Lee","sequence":"additional","affiliation":[{"name":"School of Electrical and Computer Engineering, University of Seoul, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2013.2293471"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2021.3051592"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2016.2622667"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2021.3101733"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/APEC.2002.989270"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JESTPE.2021.3069129"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/apec.2014.6803564"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JESTPE.2017.2685464"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2007.909248"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2021.3088363"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2013.2289913"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2010.5675240"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/apec.2017.7931111"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/WiPDA56483.2022.9955258"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SPEEDAM53979.2022.9842277"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/COMPEL.2016.7556750"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2018.2835564"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2020.2987944"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JESTPE.2020.3010155"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1049\/piee.1966.0236"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2023.3254364"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JESTPE.2021.3062019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3027765"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/OJPEL.2020.3012777"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.11.011"},{"key":"ref26","article-title":"LightGBM.","year":"2025"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/28.175280"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2021.3059879"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/PEDG.2014.6878680"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICEMS.2014.7013819"},{"key":"ref31","article-title":"Power materials for OBCs and LDCs","year":"2024"},{"key":"ref32","article-title":"PyAEDT: Python API for ansys electronics desktop","year":"2024","journal-title":"Version"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1984.12842"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2011.2162252"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2023.3279030"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2024.3493171"}],"container-title":["IEEE Transactions on Industrial Electronics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/41\/11577665\/11424970.pdf?arnumber=11424970","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T06:00:05Z","timestamp":1782367205000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11424970\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":37,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tie.2026.3663785","relation":{},"ISSN":["0278-0046","1557-9948"],"issn-type":[{"value":"0278-0046","type":"print"},{"value":"1557-9948","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8]]}}}