{"id":"https://openalex.org/W4292969710","doi":"https://doi.org/10.1109/tie.2022.3199935","title":"An Explainable Data-Driven Framework for Fuel Cell Aging Prediction Under Dynamic Condition","display_name":"An Explainable Data-Driven Framework for Fuel Cell Aging Prediction Under Dynamic Condition","publication_year":2022,"publication_date":"2022-08-24","ids":{"openalex":"https://openalex.org/W4292969710","doi":"https://doi.org/10.1109/tie.2022.3199935"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2022.3199935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3199935","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045819850","display_name":"Renyou Xie","orcid":"https://orcid.org/0000-0003-1947-0435"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Renyou Xie","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-1947-0435","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033381522","display_name":"Chaojie Li","orcid":"https://orcid.org/0000-0002-0557-1481"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chaojie Li","raw_affiliation_strings":["School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0557-1481","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011614904","display_name":"Rui Ma","orcid":"https://orcid.org/0000-0001-6217-0345"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ma","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-6217-0345","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028084000","display_name":"Liangcai Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Liangcai Xu","raw_affiliation_strings":["Department of Mechanical Engineering, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-4657-3157","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022312188","display_name":"Xiaojun Zhou","orcid":"https://orcid.org/0000-0002-6367-696X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Zhou","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6367-696X","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045819850"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":2.5863,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.89949837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"70","issue":"6","first_page":"5960","last_page":"5970"},"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":0.9922999739646912,"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/T10311","display_name":"Advancements in Solid Oxide Fuel Cells","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5870930552482605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.574935793876648},{"id":"https://openalex.org/keywords/commercialization","display_name":"Commercialization","score":0.5657109022140503},{"id":"https://openalex.org/keywords/fuel-cells","display_name":"Fuel cells","score":0.5550082325935364},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.46875572204589844},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4365570545196533},{"id":"https://openalex.org/keywords/biochemical-engineering","display_name":"Biochemical engineering","score":0.35110485553741455},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3398042917251587},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2202776074409485}],"concepts":[{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5870930552482605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574935793876648},{"id":"https://openalex.org/C2780625559","wikidata":"https://www.wikidata.org/wiki/Q5152592","display_name":"Commercialization","level":2,"score":0.5657109022140503},{"id":"https://openalex.org/C2987658370","wikidata":"https://www.wikidata.org/wiki/Q180253","display_name":"Fuel cells","level":2,"score":0.5550082325935364},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.46875572204589844},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4365570545196533},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.35110485553741455},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3398042917251587},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2202776074409485},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2022.3199935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3199935","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G1903408425","display_name":null,"funder_award_id":"52007155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1974763478","https://openalex.org/W1974961318","https://openalex.org/W1978950079","https://openalex.org/W1999777417","https://openalex.org/W2019418473","https://openalex.org/W2097553641","https://openalex.org/W2295797531","https://openalex.org/W2410105350","https://openalex.org/W2470387191","https://openalex.org/W2487948636","https://openalex.org/W2530278562","https://openalex.org/W2788172918","https://openalex.org/W2796328178","https://openalex.org/W2804702188","https://openalex.org/W2899336917","https://openalex.org/W2934590265","https://openalex.org/W2935832762","https://openalex.org/W2970726176","https://openalex.org/W2980586807","https://openalex.org/W3004500150","https://openalex.org/W3010836948","https://openalex.org/W3043102202","https://openalex.org/W3128504039","https://openalex.org/W3159284026","https://openalex.org/W4294719703","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4386136016","https://openalex.org/W4207047620","https://openalex.org/W2590904087","https://openalex.org/W2064673031","https://openalex.org/W2221356301","https://openalex.org/W4391185405","https://openalex.org/W1815542355","https://openalex.org/W2152540334","https://openalex.org/W2113598870","https://openalex.org/W4289655666"],"abstract_inverted_index":{"Fuel":[0,28],"cells":[1],"are":[2,104,165],"considered":[3],"as":[4,61,111],"the":[5,35,41,54,58,62,72,83,100,112,124,135,158,166,172,179],"preferred":[6],"future":[7],"power":[8],"source":[9],"due":[10],"to":[11,33,71,106,122],"their":[12,25],"environmental":[13],"friendliness":[14],"and":[15,21,39,44,65,137,163],"high":[16,22],"efficiency,":[17],"whereas":[18],"short":[19],"lifespan":[20],"cost":[23],"hinder":[24],"large-scale":[26],"commercialization.":[27],"cell":[29,37,74,130],"prognostic":[30,55,84],"can":[31,67,133,182],"contribute":[32],"prolonging":[34],"fuel":[36,73,129],"life":[38],"reducing":[40],"overall":[42],"cost,":[43],"it":[45],"has":[46],"attracted":[47],"research":[48],"attention":[49,94],"recently.":[50],"However,":[51],"most":[52,167],"of":[53],"methods":[56,177],"treat":[57],"measured":[59],"voltage":[60,110],"health":[63,113],"indicator":[64,114],"thus":[66],"only":[68],"be":[69],"applied":[70],"that":[75,127,157,170],"works":[76],"under":[77,85,152],"constant":[78],"current":[79],"condition.":[80,154],"To":[81],"handle":[82],"frequent":[86],"load":[87],"change":[88],"condition,":[89],"this":[90],"article":[91],"proposes":[92],"an":[93,139],"mechanism-based":[95],"explainable":[96,140],"data-driven":[97],"framework.":[98],"In":[99],"framework,":[101],"system":[102],"parameters":[103,126,169],"used":[105],"construct":[107],"a":[108,184],"virtual":[109],"for":[115],"degradation":[116],"prediction.":[117,173,186],"Attention":[118],"mechanism":[119],"is":[120,146],"integrated":[121],"find":[123],"essential":[125],"affect":[128,171],"degradation,":[131],"which":[132],"reduce":[134],"sensors":[136],"provide":[138],"prediction":[141],"result.":[142],"The":[143],"proposed":[144,180],"framework":[145],"testified":[147],"using":[148],"aging":[149],"data":[150],"obtained":[151],"dynamic":[153],"Results":[155],"show":[156],"current,":[159],"outlet":[160],"air":[161],"temperature":[162],"time":[164],"important":[168],"Comparisons":[174],"with":[175],"conventional":[176],"indicate":[178],"method":[181],"get":[183],"promising":[185]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}