{"id":"https://openalex.org/W7152557893","doi":"https://doi.org/10.1109/icecet63943.2025.11472391","title":"Fault and Anomaly Detection in Battery Energy Storage Systems Using Generative Adversarial Networks","display_name":"Fault and Anomaly Detection in Battery Energy Storage Systems Using Generative Adversarial Networks","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152557893","doi":"https://doi.org/10.1109/icecet63943.2025.11472391"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5068909590","display_name":"Christos Iraklis","orcid":null},"institutions":[{"id":"https://openalex.org/I109703491","display_name":"Rochester Institute of Technology - Dubai","ror":"https://ror.org/03zmfa837","country_code":"AE","type":"education","lineage":["https://openalex.org/I109703491"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Christos Iraklis","raw_affiliation_strings":["Innovation and New Technology ACWA Power,Dubai,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Innovation and New Technology ACWA Power,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I109703491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115613926","display_name":"Sarika Vaibhav Patil","orcid":null},"institutions":[{"id":"https://openalex.org/I109703491","display_name":"Rochester Institute of Technology - Dubai","ror":"https://ror.org/03zmfa837","country_code":"AE","type":"education","lineage":["https://openalex.org/I109703491"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sarika Vaibhav Patil","raw_affiliation_strings":["Innovation and New Technology ACWA Power,Dubai,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Innovation and New Technology ACWA Power,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I109703491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114074109","display_name":"Thomas Altmann","orcid":null},"institutions":[{"id":"https://openalex.org/I109703491","display_name":"Rochester Institute of Technology - Dubai","ror":"https://ror.org/03zmfa837","country_code":"AE","type":"education","lineage":["https://openalex.org/I109703491"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Thomas Altmann","raw_affiliation_strings":["Innovation and New Technology ACWA Power,Dubai,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Innovation and New Technology ACWA Power,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I109703491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068909590"],"corresponding_institution_ids":["https://openalex.org/I109703491"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63766005,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.8154000043869019,"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":0.8154000043869019,"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/T12127","display_name":"Software System Performance and Reliability","score":0.02800000086426735,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12676","display_name":"Machine Learning and ELM","score":0.015799999237060547,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.517300009727478},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4999000132083893},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4973999857902527},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4269999861717224},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.42309999465942383},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.33160001039505005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074000000953674},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.517300009727478},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4999000132083893},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4973999857902527},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4269999861717224},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.42309999465942383},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3456000089645386},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.3091000020503998},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.3077999949455261},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2718000113964081},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2680000066757202},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8710033297538757}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2983398711","https://openalex.org/W3170182333","https://openalex.org/W3183961146","https://openalex.org/W4200305615","https://openalex.org/W4220706368","https://openalex.org/W4366977831","https://openalex.org/W4387087943","https://openalex.org/W4388837943","https://openalex.org/W4401422856","https://openalex.org/W4404132578"],"related_works":[],"abstract_inverted_index":{"Battery":[0],"energy":[1,9,184],"storage":[2,185],"systems":[3],"(BESS)":[4],"are":[5,59,121,127],"essential":[6],"to":[7,66,73,85,109,130],"modern":[8],"grids,":[10],"yet":[11],"they":[12],"face":[13],"significant":[14],"risks":[15],"from":[16],"cyber":[17,181],"intrusions":[18],"that":[19,77,95],"can":[20],"introduce":[21],"faults":[22],"and":[23,31,56,63,89,100,106,124],"anomalies":[24,47],"as":[25,170],"adversarial":[26,64,90],"attacks,":[27],"jeopardizing":[28],"system":[29],"performance":[30,116,136],"safety.":[32],"This":[33],"paper":[34],"explores":[35],"a":[36,171],"novel":[37],"Generative":[38],"Adversarial":[39],"Network":[40],"(GAN)-based":[41],"framework":[42,147],"for":[43,153,174],"detecting":[44],"such":[45],"cyber-induced":[46],"in":[48,156,163,183],"BESS.":[49],"Using":[50],"the":[51,68,82,97,104,119,125,145,149,158,161],"PyBaMM":[52],"library,":[53],"realistic":[54],"voltage":[55],"current":[57],"profiles":[58,76],"simulated":[60,142],"under":[61],"normal":[62],"scenarios":[65],"train":[67],"GAN.":[69],"The":[70,92],"Generator":[71,105],"attempts":[72],"create":[74],"synthetic":[75],"mimic":[78],"real":[79],"behaviour,":[80],"while":[81],"Discriminator":[83,107],"learns":[84],"distinguish":[86],"between":[87],"authentic":[88],"profiles.":[91],"results":[93,159],"demonstrate":[94],"adjusting":[96],"learning":[98],"rates":[99],"network":[101],"architecture":[102],"of":[103,141,151],"lead":[108],"more":[110],"balanced":[111,132],"competition,":[112],"with":[113,138],"optimal":[114],"GAN":[115],"achieved":[117],"when":[118],"parameters":[120],"properly":[122,128],"chosen,":[123],"networks":[126],"structured":[129],"maintain":[131],"training.":[133],"In":[134],"addition,":[135],"increases":[137],"increasing":[139],"quantity":[140],"data.":[143],"While":[144],"proposed":[146],"demonstrates":[148],"potential":[150],"GANs":[152],"anomaly":[154],"detection":[155],"BESS,":[157],"underscore":[160],"challenges":[162],"achieving":[164],"robust":[165],"performance,":[166],"presenting":[167],"this":[168],"work":[169],"conceptual":[172],"foundation":[173],"future":[175],"research":[176],"on":[177],"artificial":[178],"intelligence":[179],"driven":[180],"security":[182],"systems.":[186]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}