{"id":"https://openalex.org/W4381894847","doi":"https://doi.org/10.1109/tii.2023.3288880","title":"Robust Self-Constructing Fuzzy Neural Network-Based Online Estimation for Industrial Product Quality","display_name":"Robust Self-Constructing Fuzzy Neural Network-Based Online Estimation for Industrial Product Quality","publication_year":2023,"publication_date":"2023-06-24","ids":{"openalex":"https://openalex.org/W4381894847","doi":"https://doi.org/10.1109/tii.2023.3288880"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3288880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3288880","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/A5082327423","display_name":"Limin Quan","orcid":"https://orcid.org/0000-0001-6972-2288"},"institutions":[{"id":"https://openalex.org/I44468530","display_name":"Qingdao University of Technology","ror":"https://ror.org/01qzc0f54","country_code":"CN","type":"education","lineage":["https://openalex.org/I44468530"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Quan","raw_affiliation_strings":["School of Information and Control Engineering, Qingdao University of Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6972-2288","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Qingdao University of Technology, Qingdao, China","institution_ids":["https://openalex.org/I44468530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059236092","display_name":"Xi Meng","orcid":"https://orcid.org/0000-0003-4778-3201"},"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":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Meng","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, China","Beijing Laboratory of Smart Environmental Protection, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing, China","Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4778-3201","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Laboratory of Smart Environmental Protection, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":null,"display_name":"Junfei Qiao","orcid":"https://orcid.org/0000-0002-8807-106X"},"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":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfei Qiao","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, China","Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, Beijing, China","Beijing Laboratory of Smart Environmental Protection, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8807-106X","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Perception and Autonomous Control, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Beijing Laboratory of Smart Environmental Protection, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5784,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60698542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"20","issue":"2","first_page":"2213","last_page":"2222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9739999771118164,"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":0.9739999771118164,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9434000253677368,"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/computer-science","display_name":"Computer science","score":0.6110998392105103},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5983200073242188},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5921201705932617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46163034439086914},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4602040946483612},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4547518789768219},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4536239504814148},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4234654903411865},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.41555070877075195},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3532586693763733},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3504941165447235},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3262674808502197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2447088658809662},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13850709795951843},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11816838383674622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110998392105103},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5983200073242188},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5921201705932617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46163034439086914},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4602040946483612},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4547518789768219},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4536239504814148},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4234654903411865},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.41555070877075195},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3532586693763733},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3504941165447235},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3262674808502197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2447088658809662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13850709795951843},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11816838383674622},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3288880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3288880","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":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1172450663","display_name":null,"funder_award_id":"62273013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3929591211","display_name":null,"funder_award_id":"62021003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7150696281","display_name":null,"funder_award_id":"ZR2022ME214","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G930322716","display_name":null,"funder_award_id":"61890930-5","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G989283295","display_name":null,"funder_award_id":"61903012","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"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1995007022","https://openalex.org/W2064769840","https://openalex.org/W2087822830","https://openalex.org/W2134961275","https://openalex.org/W2167533984","https://openalex.org/W2169934749","https://openalex.org/W2343036766","https://openalex.org/W2560260256","https://openalex.org/W2599886073","https://openalex.org/W2624474281","https://openalex.org/W2698658463","https://openalex.org/W2741488669","https://openalex.org/W2800712582","https://openalex.org/W2896347012","https://openalex.org/W2898199744","https://openalex.org/W2898848825","https://openalex.org/W2930688776","https://openalex.org/W2944544772","https://openalex.org/W2963137067","https://openalex.org/W2968324190","https://openalex.org/W2994895584","https://openalex.org/W3012218290","https://openalex.org/W3031706961","https://openalex.org/W3081327309","https://openalex.org/W3122179437","https://openalex.org/W3133449792","https://openalex.org/W3159652818","https://openalex.org/W3199153237","https://openalex.org/W3217429229","https://openalex.org/W4292258939","https://openalex.org/W4306411450"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W3207109968","https://openalex.org/W2336148757","https://openalex.org/W135622916","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"Online":[0],"estimation":[1,21],"for":[2,7,109],"product":[3],"quality":[4,20],"is":[5,35,63,107],"crucial":[6],"improving":[8],"industrial":[9,19,141,145],"process":[10],"efficiency.":[11],"However,":[12],"model":[13,71],"degradation":[14],"and":[15,73,93,173],"outliers":[16,119],"usually":[17],"challenge":[18],"models.":[22],"To":[23],"tackle":[24],"the":[25,38,41,43,52,70,86,90,96,99,110,115,124,131,134,151,154,160,164],"above":[26],"problems,":[27],"a":[28],"robust":[29],"self-constructing":[30,54],"fuzzy":[31],"neural":[32],"network":[33],"(RSC-FNN)":[34],"developed":[36,64],"in":[37,140,168],"article.":[39],"In":[40],"RSC-FNN,":[42],"rules":[44,77],"can":[45,103,120],"be":[46,121],"automatically":[47],"created":[48],"or":[49],"pruned,":[50],"obtaining":[51],"online":[53,59,80],"mechanism":[55],"(OSCM).":[56],"First,":[57],"an":[58],"error":[60],"compensation":[61],"algorithm":[62],"to":[65,81,136,149],"generate":[66],"new":[67],"rules.":[68,84],"Second,":[69],"performance":[72],"contribution":[74],"of":[75,95,118,133,153],"existing":[76],"are":[78,147],"evaluated":[79],"delete":[82],"redundant":[83],"Thus,":[85],"OSCM":[87],"effectively":[88],"improves":[89],"structural":[91],"adaptability":[92],"compactness":[94],"RSC-FNN.":[97,155],"Moreover,":[98],"correntropy-induced":[100],"criterion,":[101],"which":[102],"handle":[104],"complex":[105],"outliers,":[106],"modified":[108],"parameter":[111,125],"learning":[112,169],"algorithm.":[113],"Hence,":[114],"adverse":[116],"effect":[117],"suppressed":[122],"during":[123],"updating":[126],"process.":[127],"Besides,":[128],"we":[129],"analyze":[130],"convergence":[132],"RSC-FNN":[135,165],"ensure":[137],"its":[138],"feasibility":[139],"applications.":[142],"Finally,":[143],"two":[144],"applications":[146],"studied":[148],"test":[150],"effectiveness":[152],"Compared":[156],"with":[157],"other":[158],"FNNs,":[159],"results":[161],"indicate":[162],"that":[163],"performs":[166],"better":[167],"efficiency,":[170],"structure":[171],"compactness,":[172],"robustness.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}