{"id":"https://openalex.org/W2928373814","doi":"https://doi.org/10.1109/tcyb.2019.2901268","title":"Granular Prediction and Dynamic Scheduling Based on Adaptive Dynamic Programming for the Blast Furnace Gas System","display_name":"Granular Prediction and Dynamic Scheduling Based on Adaptive Dynamic Programming for the Blast Furnace Gas System","publication_year":2019,"publication_date":"2019-04-02","ids":{"openalex":"https://openalex.org/W2928373814","doi":"https://doi.org/10.1109/tcyb.2019.2901268","mag":"2928373814","pmid":"https://pubmed.ncbi.nlm.nih.gov/30951483"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2019.2901268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2901268","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100358009","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3573-152X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["School of Control Sciences and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-3573-152X","affiliations":[{"raw_affiliation_string":"School of Control Sciences and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417424","display_name":"Tianyu Wang","orcid":"https://orcid.org/0000-0002-5596-2923"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Wang","raw_affiliation_strings":["School of Control Sciences and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-5596-2923","affiliations":[{"raw_affiliation_string":"School of Control Sciences and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","PL","SA"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada","Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9335-9930","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391742","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-7608-7438"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["School of Control Sciences and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-7608-7438","affiliations":[{"raw_affiliation_string":"School of Control Sciences and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0429,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.94321673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"51","issue":"4","first_page":"2201","last_page":"2214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.933899998664856,"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/T12047","display_name":"Viral Infections and Vectors","score":0.9157999753952026,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5874465107917786},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.5629544854164124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5248496532440186},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36996060609817505},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.13307172060012817},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08451682329177856}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5874465107917786},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.5629544854164124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5248496532440186},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36996060609817505},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.13307172060012817},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08451682329177856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2019.2901268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2901268","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:30951483","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30951483","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2036545465","display_name":null,"funder_award_id":"61533005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2146608994","display_name":null,"funder_award_id":"61833003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4851712757","display_name":null,"funder_award_id":"2017YFA0700300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W561402864","https://openalex.org/W1988688219","https://openalex.org/W1993261349","https://openalex.org/W1997994299","https://openalex.org/W1999996424","https://openalex.org/W2004938416","https://openalex.org/W2022185333","https://openalex.org/W2035165454","https://openalex.org/W2041155726","https://openalex.org/W2041866840","https://openalex.org/W2050838777","https://openalex.org/W2054422826","https://openalex.org/W2061225002","https://openalex.org/W2063885094","https://openalex.org/W2067472954","https://openalex.org/W2085800780","https://openalex.org/W2086549730","https://openalex.org/W2100276679","https://openalex.org/W2109634117","https://openalex.org/W2117496317","https://openalex.org/W2133969552","https://openalex.org/W2159543578","https://openalex.org/W2163173612","https://openalex.org/W2189312358","https://openalex.org/W2198727660","https://openalex.org/W2248342699","https://openalex.org/W2343217767","https://openalex.org/W2473558458","https://openalex.org/W2490234001","https://openalex.org/W2553191309","https://openalex.org/W2560810917","https://openalex.org/W2561946193","https://openalex.org/W2565637145","https://openalex.org/W2581606339","https://openalex.org/W2605115499","https://openalex.org/W2621151408","https://openalex.org/W2727279496","https://openalex.org/W2766152931","https://openalex.org/W2767758861","https://openalex.org/W2770837308","https://openalex.org/W4254921615"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"A":[0],"timely":[1],"and":[2,18,42,75,94,107,161,198],"effective":[3,202],"scheduling":[4,31,44,80,89,155,206],"of":[5,32,60,66,70,97,110,117,126,144,153,171,177,207],"the":[6,22,33,58,64,78,84,111,114,118,124,127,141,145,154,169,172,184,192,208],"byproduct":[7],"gas":[8,36,146],"system":[9],"plays":[10],"a":[11,39,68,88,103,132,157,175],"pivotal":[12],"role":[13],"in":[14,21,53,63],"realizing":[15],"intelligent":[16],"manufacturing":[17],"energy":[19],"conservation":[20],"steel":[23],"industry.":[24],"In":[25,77,137],"order":[26,138],"to":[27,130,139,204],"realize":[28],"real-time":[29,151],"dynamic":[30,43,49,79],"blast":[34],"furnace":[35],"(BFG)":[37],"system,":[38,113],"granular":[40,85],"prediction":[41,162],"process":[45,106,163],"based":[46,82],"on":[47,83,123],"adaptive":[48],"programming":[50],"is":[51,73,92,121,164],"proposed":[52,173,193],"this":[54],"paper.":[55],"To":[56,167],"reflect":[57],"specificity":[59],"production":[61],"reflected":[62],"fluctuation":[65],"data,":[67],"series":[69],"information":[71,98],"granules":[72,99],"constructed":[74],"described.":[76],"phase,":[81],"feature":[86],"description,":[87],"action":[90],"network":[91,120],"established":[93],"further":[95],"updates":[96],"are":[100,180],"realized.":[101],"Considering":[102],"slow":[104],"adjustment":[105],"delay":[108],"characteristics":[109],"BFG":[112,209],"cumulative":[115],"reward":[116],"critic":[119],"calculated":[122],"basis":[125],"data":[128],"partition":[129],"construct":[131],"tendency":[133],"attenuation-based":[134],"cost":[135],"function.":[136],"determine":[140],"future":[142],"trends":[143],"tank":[147],"level":[148],"that":[149,191],"targets":[150],"determination":[152],"moment,":[156],"reinforcement":[158],"learning-based":[159],"granulation":[160],"also":[165],"proposed.":[166],"demonstrate":[168],"performance":[170],"method,":[174],"number":[176],"comparative":[178],"experiments":[179],"presented":[181],"by":[182],"using":[183],"practical":[185],"industrial":[186],"data.":[187],"The":[188],"results":[189],"indicate":[190],"method":[194],"exhibits":[195],"high":[196],"accuracy":[197],"can":[199],"deliver":[200],"an":[201],"solution":[203],"justified":[205],"system.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}