{"id":"https://openalex.org/W4386820521","doi":"https://doi.org/10.1080/00207179.2023.2260904","title":"Deterministic learning-based sensor fault detection, isolation and accommodation of nonlinear systems","display_name":"Deterministic learning-based sensor fault detection, isolation and accommodation of nonlinear systems","publication_year":2023,"publication_date":"2023-09-19","ids":{"openalex":"https://openalex.org/W4386820521","doi":"https://doi.org/10.1080/00207179.2023.2260904"},"language":"en","primary_location":{"id":"doi:10.1080/00207179.2023.2260904","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207179.2023.2260904","pdf_url":null,"source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","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/A5088021647","display_name":"Zejian Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zejian Zhu","raw_affiliation_strings":["School of Automation Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101581576","display_name":"Tianrui Chen","orcid":"https://orcid.org/0000-0002-7052-303X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianrui Chen","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, People's Republic of China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103127246","display_name":"Yu Zeng","orcid":"https://orcid.org/0000-0002-8562-1310"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zeng","raw_affiliation_strings":["School of Automation Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100390423","display_name":"Cong Wang","orcid":"https://orcid.org/0000-0001-5485-1650"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Wang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, People's Republic of China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101581576"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.9143,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74844157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"97","issue":"10","first_page":"2233","last_page":"2245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9581000208854675,"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/T10320","display_name":"Neural Networks and Applications","score":0.9438999891281128,"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/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.8132265210151672},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6279701590538025},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.6115126609802246},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5646316409111023},{"id":"https://openalex.org/keywords/accommodation","display_name":"Accommodation","score":0.5643913745880127},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5641456246376038},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5463417768478394},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5417277812957764},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5138316750526428},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.4978599548339844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4158492982387543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33193260431289673},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11799904704093933},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.10346230864524841}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.8132265210151672},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6279701590538025},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.6115126609802246},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5646316409111023},{"id":"https://openalex.org/C157660682","wikidata":"https://www.wikidata.org/wiki/Q419793","display_name":"Accommodation","level":2,"score":0.5643913745880127},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5641456246376038},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5463417768478394},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5417277812957764},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5138316750526428},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.4978599548339844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4158492982387543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33193260431289673},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11799904704093933},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.10346230864524841},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207179.2023.2260904","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207179.2023.2260904","pdf_url":null,"source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2441621038","display_name":null,"funder_award_id":"61890922","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7165948804","display_name":null,"funder_award_id":"ZR2020ZD40","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W993535811","https://openalex.org/W1597576211","https://openalex.org/W1974859710","https://openalex.org/W1981532005","https://openalex.org/W2003373159","https://openalex.org/W2052438144","https://openalex.org/W2057591286","https://openalex.org/W2067603665","https://openalex.org/W2080742262","https://openalex.org/W2090191297","https://openalex.org/W2095411875","https://openalex.org/W2109049058","https://openalex.org/W2111369274","https://openalex.org/W2147168374","https://openalex.org/W2156665096","https://openalex.org/W2157890204","https://openalex.org/W2190800341","https://openalex.org/W2346627838","https://openalex.org/W2480448962","https://openalex.org/W2552317234","https://openalex.org/W2559800431","https://openalex.org/W2594353858","https://openalex.org/W2765558362","https://openalex.org/W2774105530","https://openalex.org/W2807622570","https://openalex.org/W2892281448","https://openalex.org/W2914417741","https://openalex.org/W2944488609","https://openalex.org/W2964241344","https://openalex.org/W3010689561","https://openalex.org/W3022546531","https://openalex.org/W3022757405","https://openalex.org/W3154217423","https://openalex.org/W3175938478","https://openalex.org/W4206580985","https://openalex.org/W4234552016","https://openalex.org/W4281783522","https://openalex.org/W7065264908"],"related_works":["https://openalex.org/W61434238","https://openalex.org/W4248007958","https://openalex.org/W1973833648","https://openalex.org/W2965932060","https://openalex.org/W2498980263","https://openalex.org/W2016762717","https://openalex.org/W4384575630","https://openalex.org/W4316511168","https://openalex.org/W3121254296","https://openalex.org/W2060193301"],"abstract_inverted_index":{"AbstractThis":[0],"paper":[1],"presents":[2],"a":[3,17,41,48],"systematic":[4],"deterministic":[5,42],"learning-based":[6,43],"rapid":[7,80],"sensor":[8,31,49,58,123],"fault":[9,50,87,104,135,139],"detection,":[10],"isolation":[11],"and":[12,33,60,89,95,137,143,174],"accommodation":[13,105],"(SFDIA)":[14],"scheme":[15],"for":[16,79],"class":[18],"of":[19,30,57,68,122,130,156,165,179],"nonlinear":[20],"systems":[21],"with":[22,108],"unmodeled":[23,34,61],"output":[24,35,62],"dynamics.":[25],"First,":[26],"locally":[27],"accurate":[28],"approximations":[29],"faults":[32,59],"dynamics":[36,63],"are":[37,74,92],"achieved":[38,118],"by":[39,150],"using":[40,101],"neural":[44],"network":[45],"observer.":[46],"Second,":[47],"pattern":[51],"bank":[52],"which":[53],"stores":[54],"the":[55,71,86,98,102,120,128,131,151,161,175],"knowledge":[56,73],"is":[64],"established.":[65],"A":[66],"set":[67],"observers":[69],"utilising":[70],"learned":[72],"constructed":[75],"to":[76],"generate":[77],"residuals":[78],"SFDIA.":[81],"The":[82],"contributions":[83],"are:":[84],"(1)":[85],"detectability":[88,142],"isolability":[90,144],"conditions":[91],"rigorously":[93],"analysed":[94],"verified":[96],"in":[97,119],"simulation;":[99],"(2)":[100],"proposed":[103,132],"approach,":[106],"compared":[107],"online":[109],"parameter":[110],"adaptation":[111],"techniques,":[112],"better":[113],"tracking":[114],"performance":[115],"can":[116],"be":[117],"presence":[121],"faults.":[124],"Simulation":[125],"results":[126],"show":[127],"effectiveness":[129],"method.Keywords:":[133],"Sensor":[134],"detection":[136],"isolationsensor":[138],"accommodationdeterministic":[140],"learningfault":[141],"Additional":[145],"informationFundingThis":[146],"work":[147],"was":[148],"supported":[149],"National":[152],"Natural":[153,168,176],"Science":[154,169,177],"Foundation":[155,170,178],"China":[157],"[grant":[158,171,182],"number":[159,172,183],"61890922],":[160],"Major":[162],"Basic":[163],"Program":[164],"Shandong":[166,180],"Provincial":[167],"ZR2020ZD40]":[173],"Province":[181],"ZR2022MF301].":[184]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
