{"id":"https://openalex.org/W4411639772","doi":"https://doi.org/10.1109/tii.2025.3574372","title":"ADSTAN: Adversarial Dynamic Spatiotemporal Attention Networks for Unsupervised Cross-Domain Battery SOH Estimation","display_name":"ADSTAN: Adversarial Dynamic Spatiotemporal Attention Networks for Unsupervised Cross-Domain Battery SOH Estimation","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411639772","doi":"https://doi.org/10.1109/tii.2025.3574372"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3574372","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3574372","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","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/A5100694286","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0001-8167-2922"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Wang","raw_affiliation_strings":["State Key Laboratory of Power Grid Environmental Protection, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8167-2922","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Grid Environmental Protection, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069221027","display_name":"Xiaohong Ran","orcid":"https://orcid.org/0000-0002-3136-0258"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaohong Ran","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-3136-0258","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054254540","display_name":"Shuiqing Xu","orcid":"https://orcid.org/0000-0003-3081-3726"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiqing Xu","raw_affiliation_strings":["College of Electrical Engineering and Automation, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-3081-3726","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113376849","display_name":"Xue Ke","orcid":"https://orcid.org/0000-0002-9975-1482"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Ke","raw_affiliation_strings":["State Key Laboratory of Power Grid Environmental Protection, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-9975-1482","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Grid Environmental Protection, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028638690","display_name":"Yazhong Zhou","orcid":"https://orcid.org/0000-0001-7378-2451"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yazhong Zhou","raw_affiliation_strings":["State Key Laboratory of Power Grid Environmental Protection, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7378-2451","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Grid Environmental Protection, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100694286"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.6099,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68747453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"21","issue":"10","first_page":"7575","last_page":"7586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9950000047683716,"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":0.9950000047683716,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9722999930381775,"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/T10461","display_name":"Gas Sensing Nanomaterials and Sensors","score":0.947700023651123,"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/adversarial-system","display_name":"Adversarial system","score":0.7102072238922119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7078683376312256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46848973631858826}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7102072238922119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7078683376312256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46848973631858826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3574372","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3574372","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492"],"abstract_inverted_index":{"State":[0],"of":[1,130,145],"health":[2,9,70],"(SOH)":[3],"estimation":[4,166],"is":[5],"essential":[6],"for":[7,44,52,64,120,161],"battery":[8,69,106],"monitoring,":[10],"particularly":[11],"in":[12,167],"cross-domain":[13,99,169],"scenarios":[14],"where":[15],"data":[16,71,113],"variability":[17],"and":[18,56,87,94,104,123,133,149,158,163],"domain":[19,61,66],"shifts":[20],"present":[21],"significant":[22],"challenges.":[23],"To":[24],"address":[25],"these":[26],"issues,":[27],"this":[28],"study":[29],"proposes":[30],"the":[31,102,109,139,143],"adversarial":[32],"dynamic":[33,73],"spatiotemporal":[34,85],"attention":[35,42],"network":[36,43],"(ADSTAN),":[37],"which":[38],"integrates":[39],"a":[40,48,57,80],"graph":[41],"spatial":[45],"feature":[46,90],"extraction,":[47],"gated":[49],"recurrent":[50],"unit":[51],"temporal":[53],"dependency":[54],"modeling,":[55],"gradient":[58],"reversal":[59],"layer-based":[60],"alignment":[62,150],"module":[63],"unsupervised":[65],"adaptation.":[67],"Representing":[68],"as":[72,79],"graphs,":[74],"with":[75],"each":[76],"cycle":[77],"serving":[78],"node,":[81],"ADSTAN":[82,126],"effectively":[83],"captures":[84],"dependencies":[86],"dynamically":[88],"aligns":[89],"distributions":[91],"between":[92],"source":[93],"target":[95],"domains.":[96],"Experiments":[97],"on":[98],"datasets,":[100,107],"including":[101],"CALCE":[103],"NASA":[105],"demonstrate":[108],"model\u2019s":[110,140],"effectiveness.":[111],"Using":[112],"from":[114],"10":[115],"cycles":[116],"to":[117],"predict":[118],"SOH":[119,165],"5,":[121],"10,":[122],"15":[124],"horizons,":[125],"achieved":[127],"RMSE":[128],"values":[129],"2.49%,":[131],"2.61%,":[132],"2.94%,":[134],"respectively.":[135],"Ablation":[136],"experiments":[137],"validated":[138],"design,":[141],"highlighting":[142],"superiority":[144],"its":[146,159],"spatial,":[147],"temporal,":[148],"modules.":[151],"These":[152],"results":[153],"underscore":[154],"ADSTAN\u2019s":[155],"robust":[156],"performance":[157],"suitability":[160],"accurate":[162],"generalizable":[164],"diverse":[168],"settings.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}