{"id":"https://openalex.org/W2343068321","doi":"https://doi.org/10.1109/tr.2015.2503759","title":"Dynamic Uncertain Causality Graph Applied to Dynamic Fault Diagnoses and Predictions With Negative Feedbacks","display_name":"Dynamic Uncertain Causality Graph Applied to Dynamic Fault Diagnoses and Predictions With Negative Feedbacks","publication_year":2015,"publication_date":"2015-12-24","ids":{"openalex":"https://openalex.org/W2343068321","doi":"https://doi.org/10.1109/tr.2015.2503759","mag":"2343068321"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2015.2503759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2015.2503759","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5100629869","display_name":"Qin Zhang","orcid":"https://orcid.org/0000-0003-1214-9657"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qin Zhang","raw_affiliation_strings":["Nuclear and New Energy Technology, Tsinghua University, Beijing, P. R. China","School of Computer Science and Engineering, Beihang University, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Nuclear and New Energy Technology, Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, P. R. China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100393417","display_name":"Zhan Zhang","orcid":"https://orcid.org/0000-0002-5367-3052"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhan Zhang","raw_affiliation_strings":["URSYS Pty. Ltd in Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"URSYS Pty. Ltd in Sydney, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100629869"],"corresponding_institution_ids":["https://openalex.org/I82880672","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.3464,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.84344573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"65","issue":"2","first_page":"1030","last_page":"1044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9919999837875366,"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":0.9919999837875366,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9919000267982483,"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"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.7769452333450317},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7219656705856323},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6985951662063599},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6663352251052856},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5177447199821472},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5169957876205444},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42303597927093506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4225802719593048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3711039423942566},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36544474959373474},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35011428594589233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3290612995624542}],"concepts":[{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.7769452333450317},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7219656705856323},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6985951662063599},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663352251052856},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5177447199821472},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5169957876205444},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42303597927093506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4225802719593048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3711039423942566},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36544474959373474},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35011428594589233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3290612995624542},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2015.2503759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2015.2503759","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W188378287","https://openalex.org/W1495282456","https://openalex.org/W1533117969","https://openalex.org/W1942434762","https://openalex.org/W1966804228","https://openalex.org/W1967372803","https://openalex.org/W1970642316","https://openalex.org/W1973309770","https://openalex.org/W2000967095","https://openalex.org/W2021406408","https://openalex.org/W2022069994","https://openalex.org/W2027176154","https://openalex.org/W2030294377","https://openalex.org/W2033712377","https://openalex.org/W2040462272","https://openalex.org/W2045650502","https://openalex.org/W2058870160","https://openalex.org/W2063922127","https://openalex.org/W2065426495","https://openalex.org/W2068425358","https://openalex.org/W2096678883","https://openalex.org/W2100300938","https://openalex.org/W2101527905","https://openalex.org/W2110575115","https://openalex.org/W2123795621","https://openalex.org/W2128696626","https://openalex.org/W2132858010","https://openalex.org/W2137118045","https://openalex.org/W2145650170","https://openalex.org/W2155694896","https://openalex.org/W2160718073","https://openalex.org/W2172198266","https://openalex.org/W2797148637","https://openalex.org/W4250143236","https://openalex.org/W4301347335","https://openalex.org/W6640643635"],"related_works":["https://openalex.org/W4249377076","https://openalex.org/W2081494945","https://openalex.org/W4210389441","https://openalex.org/W2389053294","https://openalex.org/W1970893504","https://openalex.org/W4312071518","https://openalex.org/W2901208600","https://openalex.org/W1677090476","https://openalex.org/W2395241803","https://openalex.org/W830525666"],"abstract_inverted_index":{"Intelligent":[0],"systems":[1,12],"are":[2,59,178,193],"desired":[3],"in":[4,48,108,129,138],"dynamic":[5,117],"fault":[6,49,54,118],"diagnoses":[7,175],"for":[8],"large":[9],"and":[10,51,120,125,144,176],"complex":[11],"such":[13,24,111],"as":[14,112],"nuclear":[15,78],"power":[16,79],"plants.":[17],"Dynamic":[18],"uncertain":[19],"causality":[20,65,72],"graph":[21],"(DUCG)":[22],"is":[23,41,86,99,136,154],"a":[25],"system":[26],"presented":[27,107,128],"previously.":[28],"This":[29],"paper":[30],"extends":[31],"the":[32,44,53,90,104,126,159,167],"DUCG":[33,91,135,153,160],"methodology":[34],"to":[35,88,114],"deal":[36,115],"with":[37,116],"negative":[38,97],"feedbacks,":[39],"which":[40,101,156],"one":[42],"of":[43,147,169,174],"most":[45],"difficult":[46],"problems":[47],"diagnosis,":[50],"predicts":[52],"development":[55],"online.":[56],"Two":[57],"methods":[58,105,127],"presented.":[60],"One":[61],"does":[62,162],"not":[63,163,185],"involve":[64],"propagation":[66,73],"across":[67],"time":[68,75],"slices.":[69,76],"Another":[70],"involves":[71],"through":[74],"A":[77,93],"plant":[80],"simulator":[81],"located":[82],"at":[83],"Tsinghua":[84],"University":[85],"used":[87],"test":[89],"methodology.":[92],"typical":[94],"experiment":[95],"involving":[96],"feedback":[98],"given,":[100],"jointly":[102],"applies":[103],"separately":[106],"different":[109],"papers,":[110],"how":[113],"diagnosis":[119],"directed":[121],"cyclic":[122],"graphs":[123],"(DCGs),":[124],"this":[130],"paper.":[131],"Results":[132],"show":[133],"that":[134,152,158,182],"powerful":[137],"knowledge":[139],"representation,":[140],"diagnosing":[141],"possible":[142],"faults,":[143],"predicting":[145],"developments":[146],"faults.":[148],"It":[149],"also":[150,190],"demonstrates":[151],"robust,":[155],"means":[157],"inference":[161,187],"rely":[164],"much":[165],"on":[166],"accuracy":[168],"probability":[170],"parameters.":[171],"The":[172],"logics":[173],"predictions":[177],"graphically":[179],"displayed,":[180],"so":[181],"users":[183],"know":[184],"only":[186],"results,":[188],"but":[189],"why":[191],"they":[192],"correct.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}