{"id":"https://openalex.org/W4415878633","doi":"https://doi.org/10.1016/j.engappai.2025.112958","title":"Unsupervised anomaly detection in energy storage systems using Dual-View latent variable modeling","display_name":"Unsupervised anomaly detection in energy storage systems using Dual-View latent variable modeling","publication_year":2025,"publication_date":"2025-11-04","ids":{"openalex":"https://openalex.org/W4415878633","doi":"https://doi.org/10.1016/j.engappai.2025.112958"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2025.112958","doi":"https://doi.org/10.1016/j.engappai.2025.112958","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.112958","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-d","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5007129461","display_name":"Zhipeng Qiu","orcid":"https://orcid.org/0009-0003-3668-4432","observed_orcids":["https://orcid.org/0009-0003-3668-4432"]},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Qiu","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","Fujian Provincial Digit Fujian Internet- of Things Laboratory of Environmental Monitoring, Fuzhou Fujian 350117, China","Fujian Provincial Key Laboratory of Network Security and Cryptology, Fuzhou Fujian 350117, China"],"raw_orcid":"https://orcid.org/0009-0003-3668-4432","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Fujian Provincial Digit Fujian Internet- of Things Laboratory of Environmental Monitoring, Fuzhou Fujian 350117, China","institution_ids":[]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology, Fuzhou Fujian 350117, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010454033","display_name":"Zhixia Zeng","orcid":"https://orcid.org/0000-0002-7339-9417","observed_orcids":["https://orcid.org/0000-0002-7339-9417"]},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixia Zeng","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023280134","display_name":"Weifu Zhu","orcid":"https://orcid.org/0009-0009-7401-2649","observed_orcids":["https://orcid.org/0009-0009-7401-2649"]},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifu Zhu","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049202535","display_name":"Ruliang Xiao","orcid":"https://orcid.org/0000-0003-2173-4612","observed_orcids":["https://orcid.org/0000-0003-2173-4612"]},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruliang Xiao","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","Fujian Provincial Digit Fujian Internet- of Things Laboratory of Environmental Monitoring, Fuzhou Fujian 350117, China","Fujian Provincial Key Laboratory of Network Security and Cryptology, Fuzhou Fujian 350117, China"],"raw_orcid":"https://orcid.org/0000-0003-2173-4612","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Fujian Provincial Digit Fujian Internet- of Things Laboratory of Environmental Monitoring, Fuzhou Fujian 350117, China","institution_ids":[]},{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology, Fuzhou Fujian 350117, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046652046","display_name":"Shi Zhang","orcid":"https://orcid.org/0000-0002-1458-9050","observed_orcids":["https://orcid.org/0000-0002-1458-9050"]},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Zhang","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou Fujian 350117, China","institution_ids":["https://openalex.org/I111753288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049202535"],"corresponding_institution_ids":["https://openalex.org/I111753288"],"apc_list":{"value":3200,"currency":"USD","value_usd":3200},"apc_paid":null,"fwci":0.3129,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61746459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":95},"biblio":{"volume":"163","issue":null,"first_page":"112958","last_page":"112958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Battery Modeling and Management","score":0.01850000023841858,"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":0.011699999682605267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/unsupervised-anomaly-detection","display_name":"unsupervised anomaly detection","score":0.9459999799728394},{"id":"https://openalex.org/keywords/energy-storage-systems","display_name":"energy storage systems","score":0.996999979019165},{"id":"https://openalex.org/keywords/physical-priors","display_name":"physical priors","score":0.746999979019165},{"id":"https://openalex.org/keywords/spatiotemporal-dependencies","display_name":"spatiotemporal dependencies","score":0.8379999995231628},{"id":"https://openalex.org/keywords/multisensor-data","display_name":"multi-sensor data","score":0.875},{"id":"https://openalex.org/keywords/electric-vehicle-batteries","display_name":"electric vehicle batteries","score":0.6850000023841858},{"id":"https://openalex.org/keywords/residential-energy-storage","display_name":"residential energy storage","score":0.9440000057220459},{"id":"https://openalex.org/keywords/battery-health-monitoring","display_name":"battery health monitoring","score":0.7269999980926514}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.854200005531311},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8202000260353088},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6151999831199646},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5400999784469604},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5059999823570251},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.4690000116825104},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.45559999346733093},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.3621000051498413},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3580000102519989},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C133710760","wikidata":"https://www.wikidata.org/wiki/Q775837","display_name":"Exponential smoothing","level":2,"score":0.35600000619888306},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3165999948978424},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.303600013256073},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C65965080","wikidata":"https://www.wikidata.org/wiki/Q1806885","display_name":"Latent variable model","level":3,"score":0.2800000011920929},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.26100000739097595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2025.112958","doi":"https://doi.org/10.1016/j.engappai.2025.112958","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.112958","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-d","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","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":0.9853000044822693},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5759076869","display_name":null,"funder_award_id":"62172097","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6185092768","display_name":null,"funder_award_id":"2020H6011","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320317314","display_name":"Science and Technology Projects of Fujian Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1970088130","https://openalex.org/W2025768430","https://openalex.org/W2157331557","https://openalex.org/W2785362611","https://openalex.org/W2948729509","https://openalex.org/W2950361482","https://openalex.org/W2997757557","https://openalex.org/W2999837629","https://openalex.org/W3087709927","https://openalex.org/W3118696462","https://openalex.org/W3170981104","https://openalex.org/W3175045986","https://openalex.org/W3195961093","https://openalex.org/W3213388407","https://openalex.org/W4213317752","https://openalex.org/W4224278955","https://openalex.org/W4294145189","https://openalex.org/W4306645406","https://openalex.org/W4310721640","https://openalex.org/W4319878864","https://openalex.org/W4366834293","https://openalex.org/W4386991629","https://openalex.org/W4387795965","https://openalex.org/W4390691716","https://openalex.org/W4393252450","https://openalex.org/W4396757510","https://openalex.org/W4399721776","https://openalex.org/W4400773462","https://openalex.org/W4401481407"],"related_works":["https://openalex.org/W4413342581","https://openalex.org/W4410766903","https://openalex.org/W4300091597","https://openalex.org/W7214044465","https://openalex.org/W4386899025","https://openalex.org/W7046335781","https://openalex.org/W4200047330","https://openalex.org/W4400047754","https://openalex.org/W4412986765","https://openalex.org/W4402052594"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-11-04T00:00:00"}