{"id":"https://openalex.org/W4415968897","doi":"https://doi.org/10.1109/iecon58223.2025.11221790","title":"Robust Fault Detection for Li-ion Batteries via Wasserstein GAN","display_name":"Robust Fault Detection for Li-ion Batteries via Wasserstein GAN","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W4415968897","doi":"https://doi.org/10.1109/iecon58223.2025.11221790"},"language":null,"primary_location":{"id":"doi:10.1109/iecon58223.2025.11221790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon58223.2025.11221790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2025 \u2013 51st 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/A5041719014","display_name":"Fulin Jiang","orcid":"https://orcid.org/0000-0002-2430-5867"},"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":"Fu Jiang","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030983237","display_name":"Siqi Ruan","orcid":"https://orcid.org/0000-0002-8543-7521"},"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":"Siqi Ruan","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ziling Tang","orcid":null},"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":"Ziling Tang","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741188","display_name":"Bin Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167295","display_name":"Ministry of Energy","ror":"https://ror.org/05rvdw046","country_code":"IL","type":"government","lineage":["https://openalex.org/I4210167295"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Bin Yi","raw_affiliation_strings":["National Institute of Guangdong Advanced Energy Storage,Key Laboratory of Electrochemical Energy Safety, Ministry of Emergency Management,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Guangdong Advanced Energy Storage,Key Laboratory of Electrochemical Energy Safety, Ministry of Emergency Management,Guangzhou,China","institution_ids":["https://openalex.org/I4210167295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036698982","display_name":"Jianfeng Yang","orcid":"https://orcid.org/0000-0003-0497-7751"},"institutions":[{"id":"https://openalex.org/I4210095908","display_name":"Advanced Energy (United States)","ror":"https://ror.org/00rs9dy63","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095908"]},{"id":"https://openalex.org/I4210106808","display_name":"Guangzhou Institute of Advanced Technology","ror":"https://ror.org/01vcw4681","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106808"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jianfeng Yang","raw_affiliation_strings":["National Institute of Guangdong Advanced Energy Storage,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Guangdong Advanced Energy Storage,Guangzhou,China","institution_ids":["https://openalex.org/I4210095908","https://openalex.org/I4210106808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079310479","display_name":"Huiyu Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095908","display_name":"Advanced Energy (United States)","ror":"https://ror.org/00rs9dy63","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095908"]},{"id":"https://openalex.org/I4210106808","display_name":"Guangzhou Institute of Advanced Technology","ror":"https://ror.org/01vcw4681","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106808"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Huiyu Xie","raw_affiliation_strings":["National Institute of Guangdong Advanced Energy Storage,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Guangdong Advanced Energy Storage,Guangzhou,China","institution_ids":["https://openalex.org/I4210095908","https://openalex.org/I4210106808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023135528","display_name":"Yifei Sun","orcid":"https://orcid.org/0000-0002-5841-1262"},"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":"Yifei Sun","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007183048","display_name":"Heng Li","orcid":"https://orcid.org/0000-0002-2333-6864"},"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":"Heng Li","raw_affiliation_strings":["Central South University,School of Electronic Information,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Electronic Information,Changsha,China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100422177","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0003-3740-8352"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["Changsha University,School of Electronic Information and Electrical Engineering,Changsha,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changsha University,School of Electronic Information and Electrical Engineering,Changsha,China","institution_ids":["https://openalex.org/I198357462"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30996571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9958999752998352,"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"}},"topics":[{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9958999752998352,"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/T10018","display_name":"Advancements in Battery Materials","score":0.001500000013038516,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.0003000000142492354,"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/thermal-runaway","display_name":"Thermal runaway","score":0.6384000182151794},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.6359999775886536},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6237000226974487},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5351999998092651},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.5234000086784363},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.47360000014305115},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4577000141143799}],"concepts":[{"id":"https://openalex.org/C72688512","wikidata":"https://www.wikidata.org/wiki/Q908282","display_name":"Thermal runaway","level":4,"score":0.6384000182151794},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6359999775886536},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6237000226974487},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5351999998092651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5296000242233276},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.5234000086784363},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.47360000014305115},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4577000141143799},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4388999938964844},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.40049999952316284},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.3580999970436096},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.3336000144481659},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2962000072002411},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2888000011444092},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.28040000796318054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.260699987411499},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon58223.2025.11221790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon58223.2025.11221790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2025 \u2013 51st Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3204141988","https://openalex.org/W4220716235","https://openalex.org/W4310019724","https://openalex.org/W4310721640","https://openalex.org/W4378675169","https://openalex.org/W4386991629","https://openalex.org/W4391090702","https://openalex.org/W4391514872","https://openalex.org/W4391924941","https://openalex.org/W4401809073","https://openalex.org/W4405222198","https://openalex.org/W4407023815","https://openalex.org/W4407155113","https://openalex.org/W4407390743","https://openalex.org/W4407881271","https://openalex.org/W4407900366","https://openalex.org/W4409160188","https://openalex.org/W4410783221","https://openalex.org/W4410866979","https://openalex.org/W4410885076"],"related_works":[],"abstract_inverted_index":{"While":[0],"the":[1,12,30,40,47,52,59,65,84,108,112,123,140,144],"application":[2],"fields":[3],"of":[4,14,42,49,115],"li-ion":[5],"batteries":[6],"becoming":[7],"more":[8,10,71],"and":[9,24,45,69,92,97,111],"extensive,":[11],"risk":[13,41],"thermal":[15,43,136],"runaway":[16,44,137],"caused":[17],"by":[18,107],"overcharging,":[19],"over-discharging,":[20],"internal":[21],"short":[22],"circuit":[23],"other":[25,60],"faults,":[26],"mainly":[27],"due":[28],"to":[29,55,63,94,120,148],"complex":[31],"operating":[32],"environment,":[33],"can":[34],"no":[35],"longer":[36],"be":[37,56],"ignored.":[38],"Predicting":[39],"ensuring":[46,151],"safety":[48],"drivers":[50],"are":[51],"first":[53],"problems":[54],"solved.":[57],"On":[58],"hand,":[61],"how":[62],"reduce":[64,122],"false":[66,124,145],"alarm":[67,125,146],"rate":[68,147],"realize":[70,95],"robust":[72,96],"fault":[73,99],"detection":[74,153],"is":[75,105,118],"still":[76],"a":[77,130],"common":[78],"challenge":[79],"for":[80],"researchers.":[81],"To":[82],"address":[83],"above":[85],"problems,":[86],"this":[87],"paper":[88],"combines":[89],"Wasserstein":[90,116],"GAN":[91,117],"autoencoder":[93],"effective":[98],"detection.":[100],"The":[101],"autoencoder\u2019s":[102],"discriminative":[103],"ability":[104],"enhanced":[106],"adversarial":[109],"network":[110],"training":[113],"stability":[114],"utilized":[119],"significantly":[121],"rate.":[126],"Experimental":[127],"results":[128],"on":[129],"real":[131],"electric":[132],"vehicle":[133],"dataset":[134],"experiencing":[135],"show":[138],"that":[139],"proposed":[141],"method":[142],"reduces":[143],"0.71%":[149],"while":[150],"accurate":[152],"capability.":[154]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-06T00:00:00"}