{"id":"https://openalex.org/W4411270907","doi":"https://doi.org/10.1109/tim.2025.3577816","title":"Impedance Field-Based Fault Diagnosis for Fuel Cells","display_name":"Impedance Field-Based Fault Diagnosis for Fuel Cells","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411270907","doi":"https://doi.org/10.1109/tim.2025.3577816"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3577816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3577816","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5108733717","display_name":"Bin Guo","orcid":"https://orcid.org/0009-0005-0707-8526"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Guo","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0005-0707-8526","affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114395321","display_name":"Haoyi Yu","orcid":"https://orcid.org/0009-0004-2676-011X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyi Yu","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0004-2676-011X","affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088572772","display_name":"Ziliang Zhao","orcid":"https://orcid.org/0000-0002-1629-677X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziliang Zhao","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-1629-677X","affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shanpeng Xu","orcid":"https://orcid.org/0009-0008-5511-9160"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanpeng Xu","raw_affiliation_strings":["China Automotive Innovation Corporation, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0008-5511-9160","affiliations":[{"raw_affiliation_string":"China Automotive Innovation Corporation, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044725560","display_name":"Zhangu Wang","orcid":"https://orcid.org/0000-0001-5251-1580"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangu Wang","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-5251-1580","affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017805777","display_name":"Yifan Fu","orcid":"https://orcid.org/0009-0008-6341-7037"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Fu","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0008-6341-7037","affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066239914","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0003-2908-2583"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["College of Transportation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-2908-2583","affiliations":[{"raw_affiliation_string":"College of Transportation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5352,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66939036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9984999895095825,"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":0.9984999895095825,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9416000247001648,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electrical-impedance","display_name":"Electrical impedance","score":0.6192867159843445},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5098406672477722},{"id":"https://openalex.org/keywords/fuel-cells","display_name":"Fuel cells","score":0.4675534963607788},{"id":"https://openalex.org/keywords/focused-impedance-measurement","display_name":"Focused Impedance Measurement","score":0.43780237436294556},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.42192837595939636},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4194663465023041},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.37419289350509644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35170435905456543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32829174399375916},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3235011398792267},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12547224760055542},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.09204742312431335},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08898729085922241}],"concepts":[{"id":"https://openalex.org/C17829176","wikidata":"https://www.wikidata.org/wiki/Q179043","display_name":"Electrical impedance","level":2,"score":0.6192867159843445},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5098406672477722},{"id":"https://openalex.org/C2987658370","wikidata":"https://www.wikidata.org/wiki/Q180253","display_name":"Fuel cells","level":2,"score":0.4675534963607788},{"id":"https://openalex.org/C172066009","wikidata":"https://www.wikidata.org/wiki/Q5463955","display_name":"Focused Impedance Measurement","level":3,"score":0.43780237436294556},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.42192837595939636},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4194663465023041},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.37419289350509644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35170435905456543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32829174399375916},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3235011398792267},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12547224760055542},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.09204742312431335},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08898729085922241},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3577816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3577816","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G5933644972","display_name":null,"funder_award_id":"62403291","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G644025724","display_name":null,"funder_award_id":"SDAST2024QTA075","funder_id":"https://openalex.org/F4320309617","funder_display_name":"National Foundation for Science and Technology Development"},{"id":"https://openalex.org/G7968106072","display_name":null,"funder_award_id":"62203279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309617","display_name":"National Foundation for Science and Technology Development","ror":"https://ror.org/04rw64z44"},{"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":36,"referenced_works":["https://openalex.org/W1972701978","https://openalex.org/W2194775991","https://openalex.org/W2789625876","https://openalex.org/W2808644857","https://openalex.org/W2908107822","https://openalex.org/W2912361519","https://openalex.org/W3010408268","https://openalex.org/W3097148951","https://openalex.org/W3136441866","https://openalex.org/W3160253672","https://openalex.org/W4205413165","https://openalex.org/W4226495041","https://openalex.org/W4281780876","https://openalex.org/W4312800576","https://openalex.org/W4320002937","https://openalex.org/W4320005588","https://openalex.org/W4367721673","https://openalex.org/W4372055022","https://openalex.org/W4378804737","https://openalex.org/W4379180640","https://openalex.org/W4385834333","https://openalex.org/W4386261631","https://openalex.org/W4386385045","https://openalex.org/W4386444398","https://openalex.org/W4386590859","https://openalex.org/W4388286178","https://openalex.org/W4389193335","https://openalex.org/W4390533298","https://openalex.org/W4391892614","https://openalex.org/W4392666408","https://openalex.org/W4395117375","https://openalex.org/W4401109500","https://openalex.org/W4402436822","https://openalex.org/W4402742804","https://openalex.org/W4403022258","https://openalex.org/W6801654537"],"related_works":["https://openalex.org/W2545105407","https://openalex.org/W1530957495","https://openalex.org/W2562155397","https://openalex.org/W2752941547","https://openalex.org/W1974813547","https://openalex.org/W1990323938","https://openalex.org/W2072189119","https://openalex.org/W2740538285","https://openalex.org/W2518027987","https://openalex.org/W1982482510"],"abstract_inverted_index":{"Electrochemical":[0],"impedance":[1,33,80,97,107,125,139,163,167],"spectroscopy":[2],"(EIS),":[3],"serving":[4],"as":[5,178],"an":[6,79],"invasive":[7],"yet":[8],"insightful":[9],"diagnostic":[10],"method,":[11],"unveils":[12],"a":[13,95,103,133],"trove":[14],"of":[15,29,113,137,149],"status":[16],"information":[17],"and":[18,99,123,181],"has":[19,46,57,186],"been":[20,47],"utilized":[21],"in":[22,54,72,190],"data-driven":[23],"state":[24,69,114],"classification.":[25,115],"However,":[26],"the":[27,32,59,64,111,118,146,161],"depth":[28],"research":[30,53],"into":[31],"evolution":[34,126],"trend":[35],"is":[36],"hindered":[37],"by":[38],"limited":[39],"experimental":[40],"data.":[41],"While":[42],"machine":[43],"learning":[44],"(ML)":[45],"employed":[48],"to":[49,145,174],"forecast":[50],"state,":[51],"most":[52],"this":[55],"area":[56],"neglected":[58],"field":[60,81,98,140,164],"perspective,":[61],"thereby":[62],"underutilizing":[63],"rich":[65],"informational":[66],"potential":[67],"for":[68,90,110],"recognition":[70,173],"inherent":[71],"three-dimensional":[73],"(3D)":[74],"projections.":[75],"This":[76,156],"paper":[77],"introduces":[78],"paradigm,":[82],"leveraging":[83],"extensive":[84],"lithium-ion":[85],"battery":[86],"(LIB)":[87],"EIS":[88],"data":[89],"model":[91,135],"training.":[92],"By":[93],"fabricating":[94],"mirrored":[96],"projecting":[100],"it":[101],"onto":[102],"plane,":[104],"we":[105,131],"generate":[106],"density":[108],"images":[109],"purpose":[112],"Based":[116],"on":[117],"correlation":[119],"between":[120],"specific":[121],"states":[122],"their":[124],"patterns":[127],"throughout":[128],"cell":[129],"lifecycle,":[130],"developed":[132],"ML":[134],"capable":[136],"anticipating":[138],"fluctuations,":[141],"which":[142],"was":[143],"applied":[144],"fault":[147,192],"diagnosis":[148],"proton":[150],"exchange":[151],"membrane":[152],"fuel":[153],"cells":[154],"(PEMFCs).":[155],"method":[157,185],"not":[158],"only":[159],"reconstructs":[160],"lifespan":[162],"from":[165],"single":[166],"curve":[168],"but":[169],"also":[170],"employs":[171],"image":[172],"diagnose":[175],"faults":[176],"such":[177],"flooding,":[179],"drying":[180],"oxygen":[182],"starvation.":[183],"The":[184],"achieved":[187],"98.5%":[188],"accuracy":[189],"PEMFCs":[191],"diagnosis.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
