{"id":"https://openalex.org/W3182711585","doi":"https://doi.org/10.1109/tcyb.2021.3086193","title":"An Integrated Model-Based and Data-Driven Gap Metric Method for Fault Detection and Isolation","display_name":"An Integrated Model-Based and Data-Driven Gap Metric Method for Fault Detection and Isolation","publication_year":2021,"publication_date":"2021-07-08","ids":{"openalex":"https://openalex.org/W3182711585","doi":"https://doi.org/10.1109/tcyb.2021.3086193","mag":"3182711585","pmid":"https://pubmed.ncbi.nlm.nih.gov/34236975"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3086193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3086193","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5036215717","display_name":"Hailang Jin","orcid":"https://orcid.org/0000-0002-7705-3843"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hailang Jin","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037713727","display_name":"Zhiqiang Zuo","orcid":"https://orcid.org/0000-0002-4566-7488"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zuo","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100780980","display_name":"Yijing Wang","orcid":"https://orcid.org/0000-0002-2430-7213"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijing Wang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017900027","display_name":"Lei Cui","orcid":"https://orcid.org/0000-0002-5238-1357"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Cui","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100318915","display_name":"Linlin Li","orcid":"https://orcid.org/0000-0002-6387-6013"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Li","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036215717"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":4.3946,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.94905432,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"12","first_page":"12687","last_page":"12697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":1.0,"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":1.0,"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/T11236","display_name":"Control Systems and Identification","score":0.9969000220298767,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.8191537857055664},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7269148826599121},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6255024075508118},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.5600369572639465},{"id":"https://openalex.org/keywords/performance-metric","display_name":"Performance metric","score":0.5405790209770203},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5224220752716064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4977433979511261},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.47029420733451843},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.46916326880455017},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4326916038990021},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3413560688495636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10901039838790894}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.8191537857055664},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7269148826599121},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6255024075508118},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.5600369572639465},{"id":"https://openalex.org/C2780898871","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance metric","level":2,"score":0.5405790209770203},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5224220752716064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4977433979511261},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.47029420733451843},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.46916326880455017},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4326916038990021},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3413560688495636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10901039838790894},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2021.3086193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3086193","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:34236975","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34236975","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4940286855","display_name":null,"funder_award_id":"61773281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6322007682","display_name":null,"funder_award_id":"62073029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6347684835","display_name":null,"funder_award_id":"61933014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W640385025","https://openalex.org/W1491049661","https://openalex.org/W1588998206","https://openalex.org/W1597576211","https://openalex.org/W1966863755","https://openalex.org/W1977656585","https://openalex.org/W1983491344","https://openalex.org/W1998074935","https://openalex.org/W2003639131","https://openalex.org/W2023230804","https://openalex.org/W2043125550","https://openalex.org/W2047645385","https://openalex.org/W2073702527","https://openalex.org/W2078042080","https://openalex.org/W2101817936","https://openalex.org/W2102541604","https://openalex.org/W2106901410","https://openalex.org/W2112122263","https://openalex.org/W2113508851","https://openalex.org/W2161944915","https://openalex.org/W2179595285","https://openalex.org/W2185148137","https://openalex.org/W2186740391","https://openalex.org/W2322427245","https://openalex.org/W2492870335","https://openalex.org/W2494112937","https://openalex.org/W2744691695","https://openalex.org/W2750821222","https://openalex.org/W2761393626","https://openalex.org/W2766777835","https://openalex.org/W2788518677","https://openalex.org/W2794852478","https://openalex.org/W2806091425","https://openalex.org/W2832539861","https://openalex.org/W2889185022","https://openalex.org/W2891763019","https://openalex.org/W2898721526","https://openalex.org/W2941072788","https://openalex.org/W2946546705","https://openalex.org/W2990666807","https://openalex.org/W2998915246","https://openalex.org/W3000496844","https://openalex.org/W3008937185","https://openalex.org/W3024848112","https://openalex.org/W3033471567","https://openalex.org/W3045397833","https://openalex.org/W3049714293","https://openalex.org/W3067443928","https://openalex.org/W3112904546","https://openalex.org/W3126685764","https://openalex.org/W4231197448","https://openalex.org/W4236016061","https://openalex.org/W6773250926","https://openalex.org/W6781830967","https://openalex.org/W6782377161","https://openalex.org/W6787217753"],"related_works":["https://openalex.org/W2140543225","https://openalex.org/W2118844790","https://openalex.org/W4361804730","https://openalex.org/W2142113611","https://openalex.org/W2334467465","https://openalex.org/W2087870008","https://openalex.org/W2162534555","https://openalex.org/W2752178021","https://openalex.org/W2107419853","https://openalex.org/W2143024819"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"an":[3,25],"integrated":[4],"approach":[5],"of":[6,56,71,92,105],"model-based":[7,45],"and":[8,14,22,78,110],"data-driven":[9,63],"gap":[10,64,82],"metric":[11,65,83],"fault":[12,74,108],"detection":[13,109],"isolation":[15,111],"in":[16],"a":[17,49,61],"stochastic":[18],"framework.":[19],"For":[20,38],"actuator":[21],"sensor":[23],"faults,":[24,40,43],"adaptive":[26],"Kalman":[27],"filter":[28],"combining":[29],"with":[30],"the":[31,44,54,72,81,90,93,103,106],"generalized":[32],"likelihood":[33],"ratio":[34],"method":[35],"is":[36,67,85],"suggested.":[37],"component":[39],"especially":[41],"incipient":[42,94],"scheme":[46],"maybe":[47],"not":[48],"good":[50],"choice":[51],"due":[52],"to":[53,88,101],"existence":[55],"disturbances":[57],"or":[58],"noises.":[59],"Hence,":[60],"novel":[62],"strategy":[66],"presented.":[68],"The":[69],"design":[70],"appropriate":[73],"cluster":[75],"center":[76],"model":[77],"radius":[79],"via":[80],"technique":[84],"put":[86],"forward":[87],"enhance":[89],"isolability":[91],"faults.":[95],"Numerical":[96],"simulation":[97],"results":[98],"are":[99],"given":[100],"demonstrate":[102],"effectiveness":[104],"proposed":[107],"algorithm.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
