{"id":"https://openalex.org/W4412610561","doi":"https://doi.org/10.1109/hpcc64274.2024.00152","title":"Anomaly Localization in Industrial Cyber-Physical Systems Via a Digital Twin-Driven Multi-Task Network","display_name":"Anomaly Localization in Industrial Cyber-Physical Systems Via a Digital Twin-Driven Multi-Task Network","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4412610561","doi":"https://doi.org/10.1109/hpcc64274.2024.00152"},"language":"en","primary_location":{"id":"doi:10.1109/hpcc64274.2024.00152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc64274.2024.00152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on High Performance Computing and Communications (HPCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100625073","display_name":"Xin Du","orcid":"https://orcid.org/0000-0002-8378-1273"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Du","raw_affiliation_strings":["Huazhong University of Science and Technology,School of Artificial Intelligence and Automation,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,School of Artificial Intelligence and Automation,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053582981","display_name":"Chunjie Zhou","orcid":"https://orcid.org/0000-0001-5291-5841"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjie Zhou","raw_affiliation_strings":["Huazhong University of Science and Technology,School of Artificial Intelligence and Automation,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,School of Artificial Intelligence and Automation,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010735836","display_name":"Kunkun Wang","orcid":"https://orcid.org/0000-0001-6954-539X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunkun Wang","raw_affiliation_strings":["Huazhong University of Science and Technology,School of Cyber Science and Engineering,Wuhan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,School of Cyber Science and Engineering,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53197164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1124","last_page":"1131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9585999846458435,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9447000026702881,"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/task","display_name":"Task (project management)","score":0.6982442736625671},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.69352787733078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.656749427318573},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4618690311908722},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42723941802978516},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.17564737796783447},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1313951015472412},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10281103849411011}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6982442736625671},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.69352787733078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656749427318573},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4618690311908722},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42723941802978516},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.17564737796783447},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1313951015472412},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10281103849411011},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcc64274.2024.00152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc64274.2024.00152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on High Performance Computing and Communications (HPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W3031657662","https://openalex.org/W3082435965","https://openalex.org/W3107765100","https://openalex.org/W3164160032","https://openalex.org/W3198059351","https://openalex.org/W3203814031","https://openalex.org/W3216833217","https://openalex.org/W4206403277","https://openalex.org/W4214765292","https://openalex.org/W4283589650","https://openalex.org/W4285098908","https://openalex.org/W4285498266","https://openalex.org/W4318828758","https://openalex.org/W4376607822","https://openalex.org/W4377101066","https://openalex.org/W4383503936","https://openalex.org/W4384519092","https://openalex.org/W4386766954","https://openalex.org/W4387193904","https://openalex.org/W4394585889","https://openalex.org/W6802061597","https://openalex.org/W6867176674"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3004173571","https://openalex.org/W2390279801","https://openalex.org/W3019776739","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W3196817267","https://openalex.org/W1976600725"],"abstract_inverted_index":{"Localization":[0],"of":[1,56,142,151,161],"anomalies":[2,28],"triggered":[3],"by":[4,24],"cyberattacks":[5],"in":[6,47],"industrial":[7],"cyber-physical":[8],"systems":[9],"(ICPSs)":[10],"is":[11,76],"essential":[12],"for":[13,44,97],"implementing":[14],"effective":[15],"security":[16],"measures":[17],"due":[18],"to":[19,64,85,118,127,137],"the":[20,53,57,61,79,120,123,140,143,159,162],"potential":[21],"threats":[22],"posed":[23],"such":[25],"attacks.":[26],"Identifying":[27],"involves":[29],"detecting":[30],"deviations":[31,133],"from":[32],"normal":[33,115,125],"behavior.":[34],"This":[35,89],"paper":[36],"presents":[37],"a":[38,82,148,152],"digital":[39,62,73],"twin-driven":[40],"multi-task":[41,83],"network":[42,84,90],"(DTMTN)":[43],"anomaly":[45],"localization":[46],"ICPSs.":[48],"The":[49,130],"DTMTN":[50,113],"approach":[51,80],"leverages":[52],"intrinsic":[54],"characteristics":[55],"ICPS,":[58],"modeled":[59],"within":[60],"twin,":[63],"predict":[65],"system":[66,116],"states.":[67],"However,":[68],"as":[69],"constructing":[70],"an":[71,109],"accurate":[72],"twin":[74],"model":[75],"often":[77],"impractical,":[78],"incorporates":[81],"enhance":[86],"prediction":[87,98,106,132],"reliability.":[88],"serves":[91],"two":[92],"primary":[93],"functions:":[94],"it":[95],"compensates":[96],"inaccuracies":[99],"and":[100],"reconstructs":[101],"deviations,":[102],"thereby":[103],"improving":[104],"overall":[105],"accuracy.":[107],"When":[108],"anomalous":[110],"state":[111,126],"occurs,":[112],"predicts":[114],"behavior":[117],"reconstruct":[119],"anomaly,":[121],"allowing":[122],"original":[124],"be":[128],"inferred.":[129],"resulting":[131],"are":[134],"then":[135],"analyzed":[136],"accurately":[138],"pinpoint":[139],"location":[141],"anomaly.":[144],"Experiments":[145],"conducted":[146],"on":[147],"simulation":[149],"testbed":[150],"fluid":[153],"catalytic":[154],"cracking":[155],"fractionation":[156],"unit":[157],"validate":[158],"effectiveness":[160],"proposed":[163],"approach.":[164]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
