{"id":"https://openalex.org/W3175098466","doi":"https://doi.org/10.1177/01423312211023017","title":"Multi-objective optimization design of cement grate cooler control system based on improved long short-term memory network","display_name":"Multi-objective optimization design of cement grate cooler control system based on improved long short-term memory network","publication_year":2021,"publication_date":"2021-06-27","ids":{"openalex":"https://openalex.org/W3175098466","doi":"https://doi.org/10.1177/01423312211023017","mag":"3175098466"},"language":"en","primary_location":{"id":"doi:10.1177/01423312211023017","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312211023017","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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":null,"display_name":"Wang Hongyi","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Hongyi","raw_affiliation_strings":["Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342397","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0003-4527-6847"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Kun","raw_affiliation_strings":["Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhu Xinjun","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Xinjun","raw_affiliation_strings":["Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040012179","display_name":"Limei Song","orcid":"https://orcid.org/0000-0003-1753-5151"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Song Limei","raw_affiliation_strings":["Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China"],"raw_orcid":"https://orcid.org/0000-0003-1753-5151","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control of Electrical Equipment in Tianjin, Tiangong University, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025279788","display_name":"Feng Dong","orcid":"https://orcid.org/0000-0002-8478-8928"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Feng","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0002-8478-8928","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040012179"],"corresponding_institution_ids":["https://openalex.org/I198091727"],"apc_list":null,"apc_paid":null,"fwci":0.3126,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.52852632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"43","issue":"15","first_page":"3399","last_page":"3412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9606999754905701,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9570000171661377,"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/sorting","display_name":"Sorting","score":0.7170809507369995},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6190053820610046},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5140224695205688},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5096135139465332},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.47961342334747314},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47396084666252136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4553040862083435},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4233190417289734},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.394039511680603},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36577078700065613},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.35183700919151306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14411848783493042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0997563898563385}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7170809507369995},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6190053820610046},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5140224695205688},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5096135139465332},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.47961342334747314},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47396084666252136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4553040862083435},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4233190417289734},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.394039511680603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36577078700065613},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.35183700919151306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14411848783493042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0997563898563385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312211023017","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312211023017","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2320230973","display_name":null,"funder_award_id":"51806150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G23471141","display_name":null,"funder_award_id":"18JCQNJC04400","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G2655239189","display_name":null,"funder_award_id":"61905178","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G270999726","display_name":null,"funder_award_id":"18JCQNJC71100","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G5471700497","display_name":null,"funder_award_id":"2019KJ020","funder_id":"https://openalex.org/F4320326709","funder_display_name":"Tianjin Municipal Education Commission"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null},{"id":"https://openalex.org/F4320326709","display_name":"Tianjin Municipal Education Commission","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1441878701","https://openalex.org/W1969545137","https://openalex.org/W2009810627","https://openalex.org/W2016776911","https://openalex.org/W2034867669","https://openalex.org/W2076170369","https://openalex.org/W2079550739","https://openalex.org/W2087442136","https://openalex.org/W2137723897","https://openalex.org/W2148723370","https://openalex.org/W2152488429","https://openalex.org/W2294865793","https://openalex.org/W2523406610","https://openalex.org/W2571130431","https://openalex.org/W2577726133","https://openalex.org/W2585502432","https://openalex.org/W2593877920","https://openalex.org/W2613328025","https://openalex.org/W2736780093","https://openalex.org/W2761984498","https://openalex.org/W2765363016","https://openalex.org/W2808535700","https://openalex.org/W2890247789","https://openalex.org/W2896344704","https://openalex.org/W2921359430","https://openalex.org/W2959257421","https://openalex.org/W2963446712","https://openalex.org/W2984436043","https://openalex.org/W2993724341","https://openalex.org/W3001660300"],"related_works":["https://openalex.org/W2366525864","https://openalex.org/W1977938613","https://openalex.org/W1994379997","https://openalex.org/W2038056170","https://openalex.org/W2972379113","https://openalex.org/W2346752270","https://openalex.org/W2961151660","https://openalex.org/W3050579520","https://openalex.org/W4292378988","https://openalex.org/W564419218"],"abstract_inverted_index":{"For":[0],"the":[1,5,9,35,46,50,88,92,95,103,109,120,131,137,142,146],"cement":[2],"production":[3],"process,":[4,28],"optimization":[6,73,138],"method":[7,133],"of":[8,34,49,139,145],"grate":[10,36],"cooler":[11],"is":[12,84,99,107,113,134],"important":[13],"in":[14,115,136],"reducing":[15],"energy":[16],"consumption":[17,98],"and":[18,25,119,141],"ensuring":[19],"product":[20],"quality.":[21],"As":[22],"a":[23,116],"complicated":[24],"slow":[26],"control":[27,32],"there":[29],"are":[30,39],"several":[31],"objectives":[33,140],"cooler,":[37],"which":[38],"determined":[40],"by":[41,101],"design":[42,51,121],"parameters.":[43],"To":[44],"compute":[45],"time":[47,64],"delay":[48],"parameters":[52,122],"automatically,":[53],"we":[54],"propose":[55],"an":[56],"improved":[57,71],"long":[58],"short-term":[59],"memory":[60],"with":[61],"adaptive":[62],"computation":[63],"(ACT-LSTM)":[65],"model":[66],"for":[67],"objective":[68],"prediction.":[69],"An":[70],"multi-objective":[72],"algorithm":[74,81],"named":[75],"bounded":[76],"stable":[77],"non-dominated":[78],"sorting":[79],"genetic":[80],"II":[82],"(BS-NSGA-II)":[83],"proposed":[85,93,132],"to":[86],"solve":[87],"optimal":[89],"solutions.":[90],"With":[91],"methods,":[94],"average":[96],"electricity":[97],"reduced":[100],"13.2%,":[102],"secondary":[104],"air":[105],"temperature":[106,112],"increased,":[108],"clinker":[110],"outlet":[111],"stabilized":[114],"reasonable":[117],"range,":[118],"change":[123],"smoothly.":[124],"The":[125],"experiment":[126],"results":[127],"have":[128],"indicated":[129],"that":[130],"effective":[135],"stability":[143],"operation":[144],"equipment.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}