{"id":"https://openalex.org/W4210732125","doi":"https://doi.org/10.1109/safeprocess52771.2021.9693637","title":"A fault diagnosis method based on multi-feature fusion and broad learning system","display_name":"A fault diagnosis method based on multi-feature fusion and broad learning system","publication_year":2021,"publication_date":"2021-12-17","ids":{"openalex":"https://openalex.org/W4210732125","doi":"https://doi.org/10.1109/safeprocess52771.2021.9693637"},"language":"en","primary_location":{"id":"doi:10.1109/safeprocess52771.2021.9693637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess52771.2021.9693637","pdf_url":null,"source":{"id":"https://openalex.org/S4363605570","display_name":"2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 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/A5100733308","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-4597-2060"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Wang","raw_affiliation_strings":["China University of Geosciences,School of Automation,Wuhan,China,430074","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"China University of Geosciences,School of Automation,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036023046","display_name":"Wenkai Hu","orcid":"https://orcid.org/0000-0002-9109-2849"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkai Hu","raw_affiliation_strings":["China University of Geosciences,School of Automation,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"China University of Geosciences,School of Automation,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071282606","display_name":"Weihua Cao","orcid":"https://orcid.org/0000-0002-9677-9586"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Cao","raw_affiliation_strings":["China University of Geosciences,School of Automation,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"China University of Geosciences,School of Automation,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074710425","display_name":"Min Wu","orcid":"https://orcid.org/0000-0002-0668-8315"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Wu","raw_affiliation_strings":["China University of Geosciences,School of Automation,Wuhan,China,430074","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"China University of Geosciences,School of Automation,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100733308"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I3124059619","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.27260019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"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":0.9998000264167786,"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":0.9998000264167786,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9779999852180481,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7365384697914124},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6978329420089722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6831998825073242},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6483402252197266},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6341690421104431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.614202618598938},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5139397978782654},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4691677689552307},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.45905670523643494},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4515133202075958},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4413028955459595},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.429158091545105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4172710180282593}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7365384697914124},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6978329420089722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6831998825073242},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6483402252197266},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6341690421104431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.614202618598938},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5139397978782654},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4691677689552307},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.45905670523643494},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4515133202075958},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4413028955459595},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.429158091545105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4172710180282593},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/safeprocess52771.2021.9693637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess52771.2021.9693637","pdf_url":null,"source":{"id":"https://openalex.org/S4363605570","display_name":"2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5400000214576721}],"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":25,"referenced_works":["https://openalex.org/W43850112","https://openalex.org/W1965833531","https://openalex.org/W1970537494","https://openalex.org/W1983339194","https://openalex.org/W2010001505","https://openalex.org/W2052828853","https://openalex.org/W2055211875","https://openalex.org/W2142085250","https://openalex.org/W2284118625","https://openalex.org/W2314054550","https://openalex.org/W2736045701","https://openalex.org/W2738226240","https://openalex.org/W2768753204","https://openalex.org/W2798983782","https://openalex.org/W2808573547","https://openalex.org/W2893776559","https://openalex.org/W2911437604","https://openalex.org/W3008309516","https://openalex.org/W3036116395","https://openalex.org/W3116945867","https://openalex.org/W3124120036","https://openalex.org/W3133246143","https://openalex.org/W3159818976","https://openalex.org/W4255628323","https://openalex.org/W6794999673"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"abstract_inverted_index":{"Reliable":[0],"fault":[1,19,59,100],"diagnosis":[2,20,60,75,95],"is":[3,39,62,110],"of":[4,106],"practical":[5],"significance":[6],"for":[7],"process":[8],"safety":[9],"in":[10,77],"modern":[11],"industrial":[12],"facilities.":[13],"This":[14],"article":[15],"proposes":[16],"a":[17,34,54,85],"data-driven":[18],"method":[21,61,83,109],"based":[22,58,67],"on":[23,68],"multi-feature":[24,36,69],"fusion":[25,70],"and":[26,49,71,90],"broad":[27,55],"learning.":[28],"The":[29,81,104],"contributions":[30],"are":[31,102],"twofold:":[32],"First,":[33],"systematic":[35],"extraction":[37],"approach":[38],"presented":[40],"to":[41,64,72],"extract":[42],"long-term":[43],"trend":[44,47],"features,":[45,48],"short-term":[46],"binary-valued":[50],"alarm":[51],"signals;":[52],"second,":[53],"learning":[56],"system":[57],"proposed":[63,82,108],"diagnose":[65],"faults":[66],"update":[73,93],"the":[74,94,107,115],"model":[76,96],"an":[78],"incremental":[79],"manner.":[80],"has":[84],"strong":[86],"nonlinear":[87],"modeling":[88],"capability":[89],"can":[91],"also":[92],"incrementally":[97],"when":[98],"unseen":[99],"types":[101],"detected.":[103],"efficacy":[105],"demonstrated":[111],"by":[112],"simulations":[113],"with":[114],"benchmark":[116],"Tennessee":[117],"Eastman":[118],"(TE)":[119],"process.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
