{"id":"https://openalex.org/W3014899889","doi":"https://doi.org/10.1109/tfuzz.2020.2983667","title":"A Novel MIMO T\u2013S Fuzzy Modeling for Prediction of Blast Furnace Molten Iron Quality With Missing Outputs","display_name":"A Novel MIMO T\u2013S Fuzzy Modeling for Prediction of Blast Furnace Molten Iron Quality With Missing Outputs","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3014899889","doi":"https://doi.org/10.1109/tfuzz.2020.2983667","mag":"3014899889"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2020.2983667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2020.2983667","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","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/A5100769705","display_name":"Junpeng Li","orcid":"https://orcid.org/0000-0003-4028-2703"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junpeng Li","raw_affiliation_strings":["Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0003-4028-2703","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907","https://openalex.org/I4210128819"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380201","display_name":"Changchun Hua","orcid":"https://orcid.org/0000-0001-6311-2112"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changchun Hua","raw_affiliation_strings":["Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6311-2112","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907","https://openalex.org/I4210128819"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022985654","display_name":"Yana Yang","orcid":"https://orcid.org/0000-0001-6006-8566"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yana Yang","raw_affiliation_strings":["Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6006-8566","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907","https://openalex.org/I4210128819"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100690710","display_name":"Xinping Guan","orcid":"https://orcid.org/0000-0003-1858-8538"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]},{"id":"https://openalex.org/I4210128819","display_name":"Institute of Electrical Engineering","ror":"https://ror.org/033js6g46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128819"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinping Guan","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Institute of Electrical Engineering, Yanshan University, Qinghuangdao, China"],"raw_orcid":"https://orcid.org/0000-0003-1858-8538","affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Electrical Engineering, Yanshan University, Qinghuangdao, China","institution_ids":["https://openalex.org/I39333907","https://openalex.org/I4210128819"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0257,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.91110376,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":"6","first_page":"1654","last_page":"1666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11837","display_name":"Iron and Steelmaking Processes","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T11837","display_name":"Iron and Steelmaking Processes","score":0.9987999796867371,"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/T11126","display_name":"Metallurgical Processes and Thermodynamics","score":0.983299970626831,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9634000062942505,"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/mimo","display_name":"MIMO","score":0.793222188949585},{"id":"https://openalex.org/keywords/blast-furnace","display_name":"Blast furnace","score":0.6859005689620972},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.568794310092926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5387817621231079},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.514530599117279},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45347362756729126},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.43076997995376587},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.411072313785553},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.365823894739151},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.332818865776062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.265605628490448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20739197731018066},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20147594809532166},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.15284696221351624},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.126346617937088},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.0720163881778717}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.793222188949585},{"id":"https://openalex.org/C2780269488","wikidata":"https://www.wikidata.org/wiki/Q181485","display_name":"Blast furnace","level":2,"score":0.6859005689620972},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.568794310092926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5387817621231079},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.514530599117279},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45347362756729126},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.43076997995376587},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.411072313785553},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.365823894739151},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.332818865776062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.265605628490448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20739197731018066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20147594809532166},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15284696221351624},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.126346617937088},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0720163881778717},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2020.2983667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2020.2983667","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2071569213","display_name":null,"funder_award_id":"61751309","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4136329658","display_name":null,"funder_award_id":"F2017203260","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G4672865622","display_name":null,"funder_award_id":"61603330","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6738605666","display_name":null,"funder_award_id":"61703361","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8226918676","display_name":null,"funder_award_id":"61673335","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8248548911","display_name":null,"funder_award_id":"618255304","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/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W654988886","https://openalex.org/W1001685595","https://openalex.org/W1963615925","https://openalex.org/W1974514382","https://openalex.org/W1977699987","https://openalex.org/W1978439840","https://openalex.org/W1981977606","https://openalex.org/W1987597436","https://openalex.org/W1994537880","https://openalex.org/W1995812186","https://openalex.org/W1996179078","https://openalex.org/W1998980195","https://openalex.org/W1999661205","https://openalex.org/W2020616521","https://openalex.org/W2023773297","https://openalex.org/W2028216301","https://openalex.org/W2029246249","https://openalex.org/W2029383196","https://openalex.org/W2034162708","https://openalex.org/W2059495619","https://openalex.org/W2064131462","https://openalex.org/W2066477526","https://openalex.org/W2073098627","https://openalex.org/W2078133820","https://openalex.org/W2079325629","https://openalex.org/W2090193380","https://openalex.org/W2102641351","https://openalex.org/W2116441545","https://openalex.org/W2117832923","https://openalex.org/W2121058967","https://openalex.org/W2122825543","https://openalex.org/W2126598074","https://openalex.org/W2137611688","https://openalex.org/W2138036661","https://openalex.org/W2158054592","https://openalex.org/W2165700458","https://openalex.org/W2206767039","https://openalex.org/W2313121853","https://openalex.org/W2514011059","https://openalex.org/W2560260256","https://openalex.org/W2597701578","https://openalex.org/W2599886073","https://openalex.org/W2617383318","https://openalex.org/W2645397882","https://openalex.org/W2757342969","https://openalex.org/W2767358759","https://openalex.org/W2770837308","https://openalex.org/W2782347308","https://openalex.org/W2799747280","https://openalex.org/W2928855719","https://openalex.org/W2953013376","https://openalex.org/W4231765909","https://openalex.org/W6675474839","https://openalex.org/W6688315574"],"related_works":["https://openalex.org/W2377653417","https://openalex.org/W2384018951","https://openalex.org/W1565185441","https://openalex.org/W2334153802","https://openalex.org/W2391355765","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4380150146","https://openalex.org/W4283773154","https://openalex.org/W3139174110"],"abstract_inverted_index":{"For":[0,192],"complex":[1],"and":[2,25,56,162,204],"difficult-to-control":[3],"blast":[4,104,231],"furnace":[5,232],"systems":[6],"with":[7,225],"hour-level":[8],"delay,":[9],"accurate":[10],"prediction":[11],"of":[12,78,142,151,157,207,217],"molten":[13,42,47,80,94,186],"iron":[14,43,48,81,95,187],"quality":[15,44,82,96,188],"plays":[16],"a":[17,115,139,167],"very":[18],"important":[19],"role":[20],"in":[21],"guaranteeing":[22],"the":[23,66,72,76,85,93,108,129,132,143,148,154,158,163,176,180,193,205,208,218],"stable":[24],"smooth":[26],"operation.":[27],"Recently,":[28],"some":[29,226],"data-driven":[30,62],"multi-input":[31],"multi-output":[32],"(MIMO)":[33],"modeling":[34],"methods":[35,87,228],"have":[36],"been":[37],"proposed":[38,114,219],"to":[39,71,92],"model":[40,74,121,161],"multiple":[41,79],"indicators":[45,97,189],"including":[46],"temperature,":[49],"silicon":[50],"content":[51,54,58],"([Si]),":[52],"phosphorus":[53],"([P]),":[55],"sulfur":[57],"([S]).":[59],"However,":[60],"those":[61],"MIMO":[63,117,159],"models":[64],"ignore":[65],"interindicator":[67,133,164],"correlation,":[68],"which":[69,100],"leads":[70],"suboptimal":[73],"for":[75],"estimation":[77],"indicators.":[83],"Moreover,":[84,166],"above":[86,109],"do":[88],"not":[89],"pay":[90],"attention":[91],"missing":[98,190],"issue,":[99],"often":[101],"occurs":[102],"on":[103,229],"furnace.":[105],"To":[106],"address":[107],"two":[110],"issues,":[111],"this":[112],"article":[113],"novel":[116,130],"Takagi-Sugeno":[118],"(T-S)":[119],"fuzzy":[120,155],"by":[122,138,175,223],"utilizing":[123],"an":[124,197],"output":[125,177],"transfer":[126,178],"matrix.":[127],"In":[128],"method,":[131],"correlation":[134,144],"was":[135],"explicitly":[136],"modeled":[137],"low-rank":[140],"learning":[141],"matrix":[145,171,183],"that":[146],"overcame":[147],"great":[149],"challenge":[150],"jointly":[152],"determining":[153],"rules":[156],"T-S":[160],"correlation.":[165],"new":[168],"complete":[169],"complementary":[170],"can":[172],"be":[173],"obtained":[174],"from":[179,185],"original":[181],"incomplete":[182],"resulting":[184],"issues.":[191],"corresponding":[194],"optimization":[195,200,209],"problem,":[196],"effective":[198],"alternating":[199],"algorithm":[201,210],"is":[202,211,221],"presented,":[203],"convergence":[206],"also":[212],"rigorously":[213],"proved.":[214],"The":[215],"validity":[216],"method":[220],"verified":[222],"comparison":[224],"related":[227],"real":[230],"data.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
