{"id":"https://openalex.org/W4409284940","doi":"https://doi.org/10.1109/tii.2025.3552715","title":"Data-Driven Design of Distributed Kalman Filter-Based Fault Diagnosis for Large-Scale Systems","display_name":"Data-Driven Design of Distributed Kalman Filter-Based Fault Diagnosis for Large-Scale Systems","publication_year":2025,"publication_date":"2025-04-09","ids":{"openalex":"https://openalex.org/W4409284940","doi":"https://doi.org/10.1109/tii.2025.3552715"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3552715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3552715","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5056207902","display_name":"Shuyu Ding","orcid":"https://orcid.org/0000-0001-8047-131X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":null,"type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Ding","raw_affiliation_strings":["State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8047-131X","affiliations":[{"raw_affiliation_string":"State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073295075","display_name":"Dingguo Liang","orcid":"https://orcid.org/0000-0002-9243-0045"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":null,"type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingguo Liang","raw_affiliation_strings":["State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9243-0045","affiliations":[{"raw_affiliation_string":"State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025200657","display_name":"Zhuyuan Li","orcid":"https://orcid.org/0000-0002-5697-2656"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":null,"type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuyuan Li","raw_affiliation_strings":["State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5697-2656","affiliations":[{"raw_affiliation_string":"State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100771505","display_name":"Ying Yang","orcid":"https://orcid.org/0000-0001-6327-631X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4391767778","display_name":"State Key Laboratory of Turbulence and Complex Systems","ror":"https://ror.org/04km98768","country_code":null,"type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Yang","raw_affiliation_strings":["State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6327-631X","affiliations":[{"raw_affiliation_string":"State Key Lab for Turbulence and Complex Systems, Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4391767778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.9307,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96194367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"21","issue":"7","first_page":"5308","last_page":"5318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9976999759674072,"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":0.9976999759674072,"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/kalman-filter","display_name":"Kalman filter","score":0.7999769449234009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5968995094299316},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5111804604530334},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.48735910654067993},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4582615792751312},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4189550578594208},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3663165271282196},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23798629641532898},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15413188934326172},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09069550037384033},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.08967557549476624}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7999769449234009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5968995094299316},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5111804604530334},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.48735910654067993},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4582615792751312},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4189550578594208},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3663165271282196},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23798629641532898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15413188934326172},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09069550037384033},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.08967557549476624},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3552715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3552715","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1799315264","display_name":null,"funder_award_id":"62173003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8670534201","display_name":null,"funder_award_id":"T2121002","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W637574335","https://openalex.org/W1969576074","https://openalex.org/W2003639131","https://openalex.org/W2025429233","https://openalex.org/W2058018219","https://openalex.org/W2059119683","https://openalex.org/W2063823978","https://openalex.org/W2068649373","https://openalex.org/W2074851925","https://openalex.org/W2088900705","https://openalex.org/W2125859607","https://openalex.org/W2323284870","https://openalex.org/W2329612375","https://openalex.org/W2494112937","https://openalex.org/W2580937131","https://openalex.org/W2608273225","https://openalex.org/W2756873776","https://openalex.org/W2898866448","https://openalex.org/W2910119232","https://openalex.org/W2962888183","https://openalex.org/W2968011230","https://openalex.org/W3001777784","https://openalex.org/W3044668092","https://openalex.org/W3088037555","https://openalex.org/W3137592864","https://openalex.org/W3153781554","https://openalex.org/W3155800186","https://openalex.org/W3193803433","https://openalex.org/W4226291174","https://openalex.org/W4285269543","https://openalex.org/W4312164105","https://openalex.org/W4387321041","https://openalex.org/W4388740348","https://openalex.org/W4396817521","https://openalex.org/W4398199883","https://openalex.org/W4400070654"],"related_works":["https://openalex.org/W2089114113","https://openalex.org/W2389555968","https://openalex.org/W2352634297","https://openalex.org/W2320550378","https://openalex.org/W4372347353","https://openalex.org/W2020144404","https://openalex.org/W2149615975","https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W2118844790"],"abstract_inverted_index":{"This":[0,76],"article":[1],"presents":[2],"a":[3,38],"data-driven":[4,59,144],"distributed":[5,36,60],"Kalman":[6],"filter":[7],"(DKF)-based":[8],"fault":[9,125],"diagnosis":[10],"scheme,":[11],"which":[12],"can":[13,127],"successfully":[14],"detect":[15],"actuator":[16,113,124],"and":[17,72,95,141,204],"sensor":[18],"faults":[19,114],"in":[20,105,130,179],"large-scale":[21],"dynamic":[22],"systems,":[23],"with":[24],"heterogeneous":[25],"subsystems":[26],"interconnected":[27],"through":[28,117],"the":[29,34,54,58,85,106,110,118,123,134,143,156,162,171,186,189,196,202,207],"directed":[30],"topological":[31],"graph.":[32],"In":[33,49],"developed":[35,166],"framework,":[37],"local":[39,71,107,135],"computing":[40],"model":[41],"(LCM)":[42],"is":[43,65,103,148,165],"formulated":[44],"for":[45,67,91,167,177],"each":[46,50,68,131,168],"individual":[47],"subsystem.":[48],"LCM,":[51],"based":[52],"on":[53,195],"subspace":[55],"identification":[56],"method,":[57],"Luenberger":[61],"observer-based":[62],"residual":[63,146],"generator":[64,147],"constructed":[66],"subsystem":[69,82],"using":[70],"neighboring":[73],"process":[74,200],"data.":[75],"offers":[77],"an":[78],"alternative":[79],"expression":[80],"of":[81,87,112,158,188,206],"dynamics,":[83],"supporting":[84],"design":[86],"more":[88],"practical":[89],"functions,":[90],"example,":[92],"integrated":[93],"monitoring":[94],"control":[96],"design.":[97],"The":[98],"totally":[99],"unknown":[100],"interaction":[101],"term":[102],"decoupled":[104],"residual,":[108],"preventing":[109],"effect":[111,157],"from":[115],"propagating":[116],"diagnostic":[119,190],"network,":[120],"so":[121],"that":[122],"isolation":[126],"be":[128],"realized":[129],"LCM.":[132],"Then,":[133],"noise":[136],"covariance":[137],"matrices":[138],"are":[139],"identified,":[140],"thus":[142],"DKF-based":[145],"formed,":[149],"attaining":[150],"improved":[151],"detection":[152],"performance":[153,205],"by":[154],"attenuating":[155],"strong":[159],"noises.":[160],"Moreover,":[161],"adaptive":[163],"configuration":[164],"subsystem,":[169],"where":[170],"detector":[172],"does":[173],"not":[174],"require":[175],"retraining":[176],"changes":[178],"operating":[180],"points":[181],"or":[182],"interconnection":[183],"parameters,":[184],"ensuring":[185],"continuity":[187],"process.":[191],"Finally,":[192],"case":[193],"studies":[194],"hot":[197],"strip":[198],"mill":[199],"verify":[201],"effectiveness":[203],"proposed":[208],"method.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}
