{"id":"https://openalex.org/W2072609864","doi":"https://doi.org/10.1109/iecon.2013.6700503","title":"Faults diagnosis between PEM fuel cell and DC/DC converter using neural networks for automotive applications","display_name":"Faults diagnosis between PEM fuel cell and DC/DC converter using neural networks for automotive applications","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2072609864","doi":"https://doi.org/10.1109/iecon.2013.6700503","mag":"2072609864"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2013.6700503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2013.6700503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-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/A5047580713","display_name":"Ali Mohammadi","orcid":"https://orcid.org/0000-0002-1184-1476"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ali. Mohammadi","raw_affiliation_strings":["Research Institute on Transportation, UTBM, France","Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute on Transportation, UTBM, France","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083710964","display_name":"Damien Guilbert","orcid":"https://orcid.org/0000-0003-4662-3185"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Guilbert","raw_affiliation_strings":["Research Institute on Transportation, UTBM, France","Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute on Transportation, UTBM, France","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048890166","display_name":"Arnaud Gaillard","orcid":"https://orcid.org/0000-0001-6687-8770"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Gaillard","raw_affiliation_strings":["Research Institute on Transportation, UTBM, France","Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute on Transportation, UTBM, France","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020531882","display_name":"David Bouquain","orcid":"https://orcid.org/0009-0006-7388-4195"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Bouquain","raw_affiliation_strings":["Research Institute on Transportation, UTBM, France","Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute on Transportation, UTBM, France","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020610432","display_name":"Davood Arab Khaburi","orcid":"https://orcid.org/0000-0003-2130-4022"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Davood Khaburi","raw_affiliation_strings":["Iran University of Science & Technology (IUST), Tehran, Iran","Iran University of Science and Technology (IUST), Tehran, Iran#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Iran University of Science & Technology (IUST), Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]},{"raw_affiliation_string":"Iran University of Science and Technology (IUST), Tehran, Iran#TAB#","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108097228","display_name":"Abdesslem Djerdir","orcid":null},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdesslem Djerdir","raw_affiliation_strings":["Research Institute on Transportation, UTBM, France","Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute on Transportation, UTBM, France","institution_ids":[]},{"raw_affiliation_string":"Res. Inst. on Transp., Energy & Soc., IRTESSET, UTBM, Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4698,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.69889684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"8186","last_page":"8191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":1.0,"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/T10409","display_name":"Fuel Cells and Related Materials","score":1.0,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10030","display_name":"Electrocatalysts for Energy Conversion","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/proton-exchange-membrane-fuel-cell","display_name":"Proton exchange membrane fuel cell","score":0.8641349673271179},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.8206489086151123},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5477383732795715},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5375158190727234},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.5145837664604187},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4905504584312439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4770985245704651},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4113898277282715},{"id":"https://openalex.org/keywords/fuel-cells","display_name":"Fuel cells","score":0.32874029874801636},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3128134608268738},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3042110204696655},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.196592777967453},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05985003709793091}],"concepts":[{"id":"https://openalex.org/C132319479","wikidata":"https://www.wikidata.org/wiki/Q899619","display_name":"Proton exchange membrane fuel cell","level":3,"score":0.8641349673271179},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.8206489086151123},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5477383732795715},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5375158190727234},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.5145837664604187},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4905504584312439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4770985245704651},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4113898277282715},{"id":"https://openalex.org/C2987658370","wikidata":"https://www.wikidata.org/wiki/Q180253","display_name":"Fuel cells","level":2,"score":0.32874029874801636},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3128134608268738},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3042110204696655},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.196592777967453},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05985003709793091},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon.2013.6700503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2013.6700503","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02357410v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02357410","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, Nov 2013, Vienna, France. pp.8186-8191, ⟨10.1109/IECON.2013.6700503⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W54612734","https://openalex.org/W639379573","https://openalex.org/W1565454239","https://openalex.org/W1886569064","https://openalex.org/W1983959251","https://openalex.org/W1992605808","https://openalex.org/W1999468792","https://openalex.org/W2012756905","https://openalex.org/W2014112322","https://openalex.org/W2028466739","https://openalex.org/W2058649888","https://openalex.org/W2064437587","https://openalex.org/W2084683315","https://openalex.org/W2085106802","https://openalex.org/W2100161611","https://openalex.org/W2103086960","https://openalex.org/W2135802831","https://openalex.org/W2142351866","https://openalex.org/W2148138104","https://openalex.org/W2155253039","https://openalex.org/W2159737893","https://openalex.org/W2167467654","https://openalex.org/W2171671918","https://openalex.org/W2481735848","https://openalex.org/W2542674446","https://openalex.org/W3146551586","https://openalex.org/W4285719527","https://openalex.org/W6602214105","https://openalex.org/W6648681700","https://openalex.org/W6657654449","https://openalex.org/W6683155968"],"related_works":["https://openalex.org/W2942800108","https://openalex.org/W4233683207","https://openalex.org/W4376506374","https://openalex.org/W2744116649","https://openalex.org/W3163182738","https://openalex.org/W2060932451","https://openalex.org/W2566120354","https://openalex.org/W2359594532","https://openalex.org/W2237020462","https://openalex.org/W1988177323"],"abstract_inverted_index":{"Fault":[0],"tolerance":[1],"in":[2,18,37,95,114,124,145,153],"proton":[3],"exchange":[4],"membrane":[5],"fuel":[6],"cell":[7],"(PEMFC)":[8],"and":[9,39,56,77,104,118,135],"power":[10,26,40,48,142],"converters":[11,41],"for":[12,75],"automotive":[13],"applications":[14],"has":[15,42],"become":[16],"crucial":[17],"order":[19],"to":[20,69,92,127],"increase":[21],"the":[22,25,33,46,54,59,141],"reliability":[23],"of":[24,31,35,53,58,65,102],"train.":[27],"As":[28],"a":[29,71,97],"matter":[30],"fact,":[32],"occurrence":[34],"faults":[36,120],"PEMFC":[38,76,103,125],"undesirable":[43],"effects":[44],"on":[45,85],"whole":[47],"train":[49],"such":[50,131],"as":[51,132],"decreasing":[52],"efficiency":[55],"lifetime":[57],"components":[60],"(PEMFC,":[61],"converters).":[62],"The":[63],"purpose":[64],"this":[66,115,154],"paper":[67],"is":[68,83],"present":[70],"fault":[72,81],"diagnosis":[73,82],"method":[74],"DC/DC":[78,107,146],"converter.":[79],"This":[80],"based":[84],"neural":[86],"networks":[87],"(NNs)":[88],"modeling":[89],"approach":[90],"combined":[91],"numerical":[93],"simulation":[94],"which":[96],"new":[98],"developed":[99],"sensitive":[100],"model":[101],"an":[105],"interleaved":[106],"converter":[108,147],"have":[109,137,148],"been":[110,138,149],"especially":[111],"used.":[112],"Specifically,":[113],"study":[116],"drying":[117],"flooding":[119],"that":[121],"usually":[122],"occured":[123],"according":[126],"operations":[128],"condition":[129],"variation":[130],"temperatue,":[133],"humidity":[134],"pressure":[136],"considered.":[139],"Moreover,":[140],"semiconductor":[143],"failures":[144],"taken":[150],"into":[151],"consideration":[152],"study.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}