{"id":"https://openalex.org/W4409640989","doi":"https://doi.org/10.1109/tie.2025.3553174","title":"Capacitor Lifetime Extension in Power Converter Systems Using Neural Networks","display_name":"Capacitor Lifetime Extension in Power Converter Systems Using Neural Networks","publication_year":2025,"publication_date":"2025-04-21","ids":{"openalex":"https://openalex.org/W4409640989","doi":"https://doi.org/10.1109/tie.2025.3553174"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3553174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3553174","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":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11511/114821","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076610612","display_name":"\u00d6zt\u00fcrk \u015eahin Alemdar","orcid":"https://orcid.org/0000-0002-1375-8238"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozturk Sahin Alemdar","raw_affiliation_strings":["METU PowerLab, Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-1375-8238","affiliations":[{"raw_affiliation_string":"METU PowerLab, Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050380684","display_name":"\u0130lker \u015eahin","orcid":"https://orcid.org/0000-0003-3085-8828"},"institutions":[{"id":"https://openalex.org/I56303344","display_name":"Aselsan (Turkey)","ror":"https://ror.org/04knh8e66","country_code":"TR","type":"company","lineage":["https://openalex.org/I56303344"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u0130lker \u015eahin","raw_affiliation_strings":["ASELSAN Inc., Ankara, Turkey","ASELSAN Inc, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-3085-8828","affiliations":[{"raw_affiliation_string":"ASELSAN Inc., Ankara, Turkey","institution_ids":["https://openalex.org/I56303344"]},{"raw_affiliation_string":"ASELSAN Inc, Ankara, Turkey","institution_ids":["https://openalex.org/I56303344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088616124","display_name":"Mustafa \u00dcmit \u00d6ner","orcid":"https://orcid.org/0000-0003-4252-9167"},"institutions":[{"id":"https://openalex.org/I128277893","display_name":"Bah\u00e7e\u015fehir University","ror":"https://ror.org/00yze4d93","country_code":"TR","type":"education","lineage":["https://openalex.org/I128277893"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Umit Oner","raw_affiliation_strings":["Department of Artificial Intelligence Engineering, Bahcesehir University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4252-9167","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence Engineering, Bahcesehir University, Istanbul, Turkey","institution_ids":["https://openalex.org/I128277893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057668284","display_name":"Og\u00fcn Altun","orcid":"https://orcid.org/0000-0002-7457-8847"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Og\u00fcn Altun","raw_affiliation_strings":["METU PowerLab, Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7457-8847","affiliations":[{"raw_affiliation_string":"METU PowerLab, Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041923224","display_name":"Ozan Keysan","orcid":"https://orcid.org/0000-0002-6311-7906"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ozan Keysan","raw_affiliation_strings":["ODTU-GUNAM—The Center for Solar Energy Research and Applications, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-6311-7906","affiliations":[{"raw_affiliation_string":"ODTU-GUNAM—The Center for Solar Energy Research and Applications, Ankara, Turkey","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.615,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62301872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"72","issue":"11","first_page":"11250","last_page":"11260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.9842000007629395,"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/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.9842000007629395,"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/T11444","display_name":"Electromagnetic Compatibility and Noise Suppression","score":0.9803000092506409,"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/T12898","display_name":"Induction Heating and Inverter Technology","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/capacitor","display_name":"Capacitor","score":0.7021903395652771},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.6537393927574158},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5887792110443115},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5359761118888855},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.460541695356369},{"id":"https://openalex.org/keywords/switched-mode-power-supply","display_name":"Switched-mode power supply","score":0.411063551902771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4070369005203247},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3948885202407837},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2882508635520935},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2774416208267212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16455158591270447},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1375722885131836}],"concepts":[{"id":"https://openalex.org/C52192207","wikidata":"https://www.wikidata.org/wiki/Q5322","display_name":"Capacitor","level":3,"score":0.7021903395652771},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.6537393927574158},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5887792110443115},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5359761118888855},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.460541695356369},{"id":"https://openalex.org/C151799858","wikidata":"https://www.wikidata.org/wiki/Q587008","display_name":"Switched-mode power supply","level":3,"score":0.411063551902771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4070369005203247},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3948885202407837},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2882508635520935},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2774416208267212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16455158591270447},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1375722885131836},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2025.3553174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3553174","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:https://open.metu.edu.tr:11511/114821","is_oa":true,"landing_page_url":"https://hdl.handle.net/11511/114821","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"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":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:https://open.metu.edu.tr:11511/114821","is_oa":true,"landing_page_url":"https://hdl.handle.net/11511/114821","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"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":"Journal Article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1982574138","https://openalex.org/W1988115241","https://openalex.org/W2001461052","https://openalex.org/W2129066982","https://openalex.org/W2150705456","https://openalex.org/W2150763729","https://openalex.org/W2344714453","https://openalex.org/W2581697071","https://openalex.org/W2611599017","https://openalex.org/W2808010192","https://openalex.org/W3005740240","https://openalex.org/W3033928040","https://openalex.org/W3113826608","https://openalex.org/W3134199843","https://openalex.org/W4244777963","https://openalex.org/W4285205155","https://openalex.org/W4285221263","https://openalex.org/W4292261875","https://openalex.org/W4313229767","https://openalex.org/W4376481070","https://openalex.org/W4389332109","https://openalex.org/W4391661568","https://openalex.org/W4402302372","https://openalex.org/W6927126065"],"related_works":["https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W4398198689","https://openalex.org/W2354365353","https://openalex.org/W2370289839","https://openalex.org/W1988437325","https://openalex.org/W2082716031","https://openalex.org/W2811287415","https://openalex.org/W2933494595"],"abstract_inverted_index":{"Capacitors":[0],"are":[1],"one":[2],"of":[3,12,23,37,132],"the":[4,9,21,27,35,42,74,83,103,107,133],"main":[5],"components":[6],"that":[7],"limit":[8],"overall":[10],"reliability":[11],"a":[13,24,121],"power":[14,48,64],"electronics":[15],"converter.":[16],"The":[17,115,130],"major":[18],"parameter":[19],"limiting":[20],"lifetime":[22,113],"capacitor":[25,58,105,112],"is":[26,31,87,136],"hotspot":[28],"temperature,":[29],"which":[30],"directly":[32],"related":[33],"to":[34,56,72,101],"amount":[36],"ripple":[38,109],"current":[39,59,77],"flowing":[40],"through":[41,138],"capacitor.":[43],"For":[44],"converters":[45],"employing":[46],"paralleled":[47],"stages,":[49],"PWM":[50,66],"interleaving":[51,67],"has":[52],"been":[53],"traditionally":[54],"applied":[55],"minimize":[57,73],"ripple.":[60,78],"In":[61,79,91],"multiinput,":[62],"single-output":[63],"converters,":[65],"can":[68],"also":[69],"be":[70],"employed":[71],"common":[75,104],"capacitors\u2019":[76],"these":[80],"systems,":[81],"finding":[82],"optimal":[84,97],"phase":[85,98],"shift":[86,99],"not":[88],"trivial":[89],"though.":[90],"this":[92],"article,":[93],"neural":[94],"networks":[95],"yield":[96],"values":[100],"operate":[102],"at":[106],"minimum":[108],"state,":[110],"enabling":[111],"extension.":[114],"proposed":[116,134],"technique":[117,135],"was":[118],"validated":[119],"on":[120],"three-level":[122],"Boost":[123],"converter":[124],"with":[125],"2":[126],"and":[127],"3":[128],"cells.":[129],"effectiveness":[131],"shown":[137],"experimental":[139],"results.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}