{"id":"https://openalex.org/W4221136571","doi":"https://doi.org/10.1109/icce53296.2022.9730347","title":"PEM Fuel Cell Design Simulation for Electric Vehicles Using Artificial Neural Networks","display_name":"PEM Fuel Cell Design Simulation for Electric Vehicles Using Artificial Neural Networks","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4221136571","doi":"https://doi.org/10.1109/icce53296.2022.9730347"},"language":"en","primary_location":{"id":"doi:10.1109/icce53296.2022.9730347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730347","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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/A5102941408","display_name":"Amira Mohamed","orcid":null},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Amira Mohamed","raw_affiliation_strings":["School of Mechanical Engineering, Chungbuk National University,Cheongju-si,Korea","School of Mechanical Engineering, Chungbuk National University, Cheongju-si, Korea"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Chungbuk National University,Cheongju-si,Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"School of Mechanical Engineering, Chungbuk National University, Cheongju-si, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077557271","display_name":"Hatem Ibrahem","orcid":"https://orcid.org/0000-0001-8722-3300"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hatem Ibrahem","raw_affiliation_strings":["School of Electrical and Computer Engineering\nChungbuk National University\nCheongju-si, Korea","School of Electrical and Computer Engineering, Chungbuk National University, Cheongju-si, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering\nChungbuk National University\nCheongju-si, Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Chungbuk National University, Cheongju-si, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100655034","display_name":"Ki\u2010Bum Kim","orcid":"https://orcid.org/0000-0003-1392-5021"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ki-Bum Kim","raw_affiliation_strings":["School of Mechanical Engineering, Chungbuk National University,Cheongju-si,Korea","School of Mechanical Engineering, Chungbuk National University, Cheongju-si, Korea"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Chungbuk National University,Cheongju-si,Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"School of Mechanical Engineering, Chungbuk National University, Cheongju-si, Korea","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102941408"],"corresponding_institution_ids":["https://openalex.org/I163753206"],"apc_list":null,"apc_paid":null,"fwci":0.6438,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52696905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T10030","display_name":"Electrocatalysts for Energy Conversion","score":0.9958000183105469,"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"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.8072599768638611},{"id":"https://openalex.org/keywords/proton-exchange-membrane-fuel-cell","display_name":"Proton exchange membrane fuel cell","score":0.7908264398574829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340382695198059},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5981577038764954},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5358762741088867},{"id":"https://openalex.org/keywords/simulation-software","display_name":"Simulation software","score":0.45604589581489563},{"id":"https://openalex.org/keywords/anode","display_name":"Anode","score":0.4282039999961853},{"id":"https://openalex.org/keywords/fuel-cells","display_name":"Fuel cells","score":0.42509031295776367},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.38662615418434143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35681867599487305},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.33883029222488403},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3254753351211548},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2968793511390686}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8072599768638611},{"id":"https://openalex.org/C132319479","wikidata":"https://www.wikidata.org/wiki/Q899619","display_name":"Proton exchange membrane fuel cell","level":3,"score":0.7908264398574829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340382695198059},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5981577038764954},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5358762741088867},{"id":"https://openalex.org/C91757755","wikidata":"https://www.wikidata.org/wiki/Q11121294","display_name":"Simulation software","level":3,"score":0.45604589581489563},{"id":"https://openalex.org/C89395315","wikidata":"https://www.wikidata.org/wiki/Q181232","display_name":"Anode","level":3,"score":0.4282039999961853},{"id":"https://openalex.org/C2987658370","wikidata":"https://www.wikidata.org/wiki/Q180253","display_name":"Fuel cells","level":2,"score":0.42509031295776367},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.38662615418434143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35681867599487305},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.33883029222488403},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3254753351211548},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2968793511390686},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"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":1,"locations":[{"id":"doi:10.1109/icce53296.2022.9730347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730347","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"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/G6212328585","display_name":null,"funder_award_id":"2019R1D1A3A03103616","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2122099868","https://openalex.org/W2346953387","https://openalex.org/W2399581009","https://openalex.org/W2400180537","https://openalex.org/W2546909166","https://openalex.org/W2617613137","https://openalex.org/W2801956091","https://openalex.org/W4256244018","https://openalex.org/W6631190155","https://openalex.org/W6801448997"],"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":{"The":[0,90],"recent":[1],"research":[2,65],"on":[3,15,55],"fuel":[4,24,46,58],"cell":[5,25,47,59],"design":[6,26,60,88,135],"has":[7],"shown":[8],"the":[9,12,34,40,72,77,103,107,117,133],"effectiveness":[10],"of":[11],"simulation":[13,104,119,130],"tools":[14],"saving":[16],"time":[17],"and":[18,43,98,126],"money,":[19],"so":[20,124],"we":[21,70],"propose":[22],"a":[23,67],"method":[27],"using":[28,106,121],"artificial":[29,52],"neural":[30,53],"networks":[31],"(ANN)":[32],"for":[33],"proton":[35],"exchange":[36],"membrane":[37,99],"which":[38,101,110],"is":[39,123],"most":[41],"common":[42],"commercially":[44,112],"used":[45,91,95],"type.":[48],"We":[49,114],"train":[50],"an":[51],"network":[54],"previously":[56],"performed":[57],"experiments":[61],"proposed":[62],"in":[63],"another":[64],"as":[66],"dataset,":[68],"then":[69],"test":[71],"trained":[73],"model":[74],"by":[75],"simulating":[76],"output":[78],"power":[79],"density":[80],"that":[81,116],"can":[82,127],"be":[83],"obtained":[84],"from":[85],"user":[86],"input":[87],"data.":[89,136],"dataset":[92],"employs":[93],"commonly":[94],"cathode,":[96],"anode,":[97],"types":[100],"allows":[102],"process":[105,120],"same":[108],"materials":[109],"are":[111],"available.":[113],"show":[115],"software":[118],"ANN":[122],"beneficial":[125],"produce":[128],"accurate":[129],"results":[131],"imitating":[132],"real-world":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}