{"id":"https://openalex.org/W4388279930","doi":"https://doi.org/10.1109/safeprocess58597.2023.10295943","title":"Intermittent fault detection based on feature ensemble","display_name":"Intermittent fault detection based on feature ensemble","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4388279930","doi":"https://doi.org/10.1109/safeprocess58597.2023.10295943"},"language":"en","primary_location":{"id":"doi:10.1109/safeprocess58597.2023.10295943","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/safeprocess58597.2023.10295943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","raw_type":"proceedings-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/A5100340980","display_name":"Min Wang","orcid":"https://orcid.org/0000-0003-3083-2521"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026164123","display_name":"Yuan Tian","orcid":"https://orcid.org/0000-0002-9771-1460"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Tian","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101125576","display_name":"Ding Jianhui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianhui Ding","raw_affiliation_strings":["PipeChina West Pipeline Company,Urumqi,China,830011"],"affiliations":[{"raw_affiliation_string":"PipeChina West Pipeline Company,Urumqi,China,830011","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007242294","display_name":"Yanbao Ma","orcid":"https://orcid.org/0000-0002-3415-8362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanbao Ma","raw_affiliation_strings":["PipeChina West Pipeline Company,Urumqi,China,830011"],"affiliations":[{"raw_affiliation_string":"PipeChina West Pipeline Company,Urumqi,China,830011","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063242124","display_name":"Libing Bai","orcid":"https://orcid.org/0000-0001-8906-0576"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libing Bai","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078467158","display_name":"Kai Chen","orcid":"https://orcid.org/0000-0001-9520-4273"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Chen","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Automation Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100340980"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17165973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/principal-component-analysis","display_name":"Principal component analysis","score":0.7183389663696289},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6545504331588745},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.577469527721405},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5691332221031189},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5405785441398621},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5207062363624573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5008189678192139},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.46194347739219666},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.43907853960990906},{"id":"https://openalex.org/keywords/moving-average","display_name":"Moving average","score":0.42435166239738464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4081576466560364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22456422448158264},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.06778678297996521}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7183389663696289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6545504331588745},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.577469527721405},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5691332221031189},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5405785441398621},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5207062363624573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5008189678192139},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.46194347739219666},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.43907853960990906},{"id":"https://openalex.org/C175706884","wikidata":"https://www.wikidata.org/wiki/Q1130194","display_name":"Moving average","level":2,"score":0.42435166239738464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4081576466560364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22456422448158264},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.06778678297996521},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/safeprocess58597.2023.10295943","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/safeprocess58597.2023.10295943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":28,"referenced_works":["https://openalex.org/W1970537494","https://openalex.org/W1997175832","https://openalex.org/W2002268936","https://openalex.org/W2052184177","https://openalex.org/W2056539621","https://openalex.org/W2067067795","https://openalex.org/W2077791644","https://openalex.org/W2100805904","https://openalex.org/W2135663228","https://openalex.org/W2169347809","https://openalex.org/W2288465897","https://openalex.org/W2322097696","https://openalex.org/W2498672755","https://openalex.org/W2734398964","https://openalex.org/W2887511588","https://openalex.org/W2930999278","https://openalex.org/W2968011230","https://openalex.org/W3025775205","https://openalex.org/W3112842975","https://openalex.org/W4213111594","https://openalex.org/W4213251443","https://openalex.org/W4226310452","https://openalex.org/W4226326865","https://openalex.org/W4285111613","https://openalex.org/W4307906851","https://openalex.org/W4313195012","https://openalex.org/W4319866459","https://openalex.org/W4362595150"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W2086072340","https://openalex.org/W2474947501"],"abstract_inverted_index":{"Intermittent":[0],"faults":[1,59],"are":[2,24,180],"usually":[3],"difficult":[4],"to":[5,29,34,43,56,89,121,128,194],"be":[6,111,118],"detected,":[7],"which":[8],"may":[9,67,74],"impact":[10],"the":[11,25,61,84,98,104,114,153,199,202,215],"performance":[12,131],"and":[13,73,80,91,113,143,169,189,224],"reliability":[14],"of":[15,106,201],"systems.":[16],"Small":[17],"magnitude,":[18],"short":[19],"duration,":[20],"random":[21],"occurrence,":[22],"etc.":[23],"main":[26],"reasons":[27],"lead":[28],"that":[30,214],"it":[31,40],"is":[32,41,150,192,205],"intractable":[33],"effectually":[35],"detect":[36,57],"intermittent":[37,58],"fault.":[38],"Therefore,":[39],"essential":[42],"develop":[44],"competent":[45],"techniques":[46],"for":[47],"this":[48,138],"issue.":[49],"Although":[50],"many":[51],"methods":[52,66,127],"have":[53],"been":[54],"proposed":[55,203],"in":[60,83],"past":[62],"few":[63],"years,":[64],"these":[65,102],"rely":[68],"on":[69],"some":[70],"data":[71],"assumptions,":[72],"not":[75],"fully":[76],"mine":[77],"hidden":[78],"information":[79],"complex":[81],"relationships":[82],"data.":[85],"Different":[86],"approach":[87,204],"tends":[88],"extract":[90],"utilize":[92],"different":[93,126],"process":[94],"information.":[95],"By":[96],"ensembling":[97],"features":[99,123],"extracted":[100,124],"by":[101,207],"methods,":[103],"limitations":[105],"a":[107,134],"single":[108],"method":[109],"can":[110,117],"overcome":[112],"generalization":[115],"ability":[116],"improved.":[119],"How":[120],"combine":[122],"from":[125],"improve":[129],"detection":[130],"has":[132],"become":[133],"new":[135],"challenge.":[136],"In":[137,197],"paper,":[139],"an":[140,186],"optimal":[141,187],"weighted":[142,166,171,188],"moving":[144,161,172,190],"average":[145,162,173,191],"feature":[146],"ensemble":[147,195],"model":[148],"(OWMAFEM)":[149],"proposed.":[151],"Firstly,":[152],"principal":[154],"component":[155],"analysis":[156],"(PCA),":[157],"dynamic":[158],"PCA":[159,163,167,223],"(DPCA),":[160],"(MAPCA),":[164],"exponentially":[165],"(EWMPCA)":[168],"optimally":[170],"T<sup":[174],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[175],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[176],"control":[177],"chart":[178],"(OWMA-TCC)":[179],"adopted":[181],"as":[182],"base":[183],"detectors.":[184],"Then":[185],"developed":[193],"features.":[196],"addition,":[198],"superiority":[200],"verified":[206],"numerical":[208],"simulation.":[209],"The":[210],"final":[211],"results":[212],"show":[213],"OWMAFEM":[216],"performs":[217],"better":[218],"than":[219],"OWMA-TCC,":[220],"MAPCA,":[221],"EWMPCA,":[222],"DPCA.":[225]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
