{"id":"https://openalex.org/W4407022868","doi":"https://doi.org/10.1109/tase.2024.3524472","title":"Distributed Intelligent Control Method Based on State Self-Learning and Its Application in Cascade Processes","display_name":"Distributed Intelligent Control Method Based on State Self-Learning and Its Application in Cascade Processes","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407022868","doi":"https://doi.org/10.1109/tase.2024.3524472"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2024.3524472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2024.3524472","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","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/A5084771991","display_name":"Shulong Yin","orcid":"https://orcid.org/0000-0002-2365-079X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shulong Yin","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2365-079X","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364649","display_name":"Yonggang Li","orcid":"https://orcid.org/0000-0002-6811-3429"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonggang Li","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6811-3429","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048396849","display_name":"Zhenxiang Feng","orcid":"https://orcid.org/0000-0001-9397-4119"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxiang Feng","raw_affiliation_strings":["School of Minerals Processing and Bioengineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-9397-4119","affiliations":[{"raw_affiliation_string":"School of Minerals Processing and Bioengineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038338600","display_name":"Bei Sun","orcid":"https://orcid.org/0000-0003-3503-801X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Sun","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-3503-801X","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076179106","display_name":"Huiping Liang","orcid":"https://orcid.org/0000-0001-5186-6048"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiping Liang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":1.5558,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80290203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"22","issue":null,"first_page":"10533","last_page":"10545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.6187000274658203,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.6187000274658203,"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/cascade","display_name":"Cascade","score":0.6682705879211426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6001986265182495},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5217493772506714},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5148178935050964},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.43474555015563965},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.41478288173675537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33308619260787964},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30278050899505615},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.19064927101135254},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10299515724182129}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6682705879211426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6001986265182495},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5217493772506714},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5148178935050964},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.43474555015563965},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.41478288173675537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33308619260787964},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30278050899505615},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.19064927101135254},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10299515724182129},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical 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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2024.3524472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2024.3524472","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5430606715","display_name":null,"funder_award_id":"62273362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5832445788","display_name":null,"funder_award_id":"1053320230790","funder_id":"https://openalex.org/F4320335880","funder_display_name":"Fundamental Research Funds for Central Universities of the Central South University"},{"id":"https://openalex.org/G592884138","display_name":null,"funder_award_id":"62394340","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/F4320335880","display_name":"Fundamental Research Funds for Central Universities of the Central South University","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1199505928","https://openalex.org/W1977772191","https://openalex.org/W2016071254","https://openalex.org/W2029955511","https://openalex.org/W2055328080","https://openalex.org/W2058804598","https://openalex.org/W2073787051","https://openalex.org/W2075851731","https://openalex.org/W2082167661","https://openalex.org/W2342851056","https://openalex.org/W2560260256","https://openalex.org/W2792368061","https://openalex.org/W2930126705","https://openalex.org/W2972143761","https://openalex.org/W2981139126","https://openalex.org/W2987501367","https://openalex.org/W2994810758","https://openalex.org/W3008322436","https://openalex.org/W3085522432","https://openalex.org/W3113112404","https://openalex.org/W3122467655","https://openalex.org/W3199223207","https://openalex.org/W4210588961","https://openalex.org/W4312967145","https://openalex.org/W4313072279","https://openalex.org/W4360957270","https://openalex.org/W4377079830","https://openalex.org/W4379932291","https://openalex.org/W4381060001","https://openalex.org/W4386699380"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W1969909374","https://openalex.org/W2165750643","https://openalex.org/W2638730922","https://openalex.org/W3155069932","https://openalex.org/W2752220042"],"abstract_inverted_index":{"The":[0,150],"multiple-reactor":[1],"cascade":[2,118,138,164,187],"operation":[3],"is":[4,14,74,113,129,142],"a":[5,56,89,145,179,297],"distinctive":[6],"characteristic":[7],"in":[8,144,218,231,249,275,309],"the":[9,28,35,45,49,66,78,81,93,100,104,116,137,163,186,196,205,209,219,255,310],"process":[10,165,210,220,276,311],"industry.":[11,211,221],"However,":[12,222],"it":[13],"difficult":[15],"to":[16,44,131,189,204,245,264],"establish":[17],"an":[18,193],"accurate":[19],"and":[20,30,103,166,181,200,229,270,287,303],"global":[21],"model":[22,69,83,102,122],"for":[23,162,185,284,301,316],"multi-reactor":[24,307],"cascading":[25,252],"processes.":[26],"Moreover,":[27],"intricate":[29],"dynamic":[31,68,101],"operating":[32],"state":[33,63,86],"of":[34,48,70,80,92,136,171,195,198,208,272,306],"reactor,":[36],"coupled":[37],"with":[38,251],"rear":[39],"reactors,":[40,109,253],"poses":[41],"significant":[42],"challenges":[43],"fine":[46],"control":[47,59,124,135,170,183,214,235,248,260,274,299],"entire":[50],"process.":[51,149],"Therefore,":[52],"this":[53,201,294],"paper":[54,295],"proposes":[55],"distributed":[57,121,133,175,273],"intelligent":[58,134],"method":[60,141],"based":[61,125],"on":[62,126],"self-learning.":[64],"Initially,":[65],"time-varying":[67],"each":[71,85],"reactor":[72,94,117],"unit":[73],"established":[75],"by":[76],"learning":[77],"parameters":[79],"regression":[82],"at":[84],"point,":[87],"achieving":[88],"nonlinear":[90],"description":[91],"under":[95],"complex":[96],"conditions.":[97],"Subsequently,":[98],"leveraging":[99],"material":[105],"conservation":[106],"principle":[107],"between":[108,227],"multi-step":[110],"collaborative":[111],"prediction":[112,160],"conducted":[114],"along":[115],"direction.":[119],"Thirdly,":[120],"predictive":[123],"error":[127],"self-correction":[128],"adopted":[130],"realize":[132],"reactor.":[139],"This":[140],"verified":[143],"zinc":[146],"smelting":[147],"leaching":[148],"results":[151],"indicate":[152],"its":[153],"superiority":[154],"over":[155],"common":[156],"methods,":[157],"offering":[158,313],"higher":[159],"accuracy":[161],"enabling":[167],"more":[168],"effective":[169],"individual":[172],"reactors":[173,256],"through":[174],"intelligence,":[176],"which":[177],"provides":[178],"novel":[180,298],"promising":[182,314],"paradigm":[184],"process.Note":[188],"Practitioners\u2014The":[190],"future":[191],"heralds":[192],"era":[194],"Internet":[197],"Everything,":[199],"transformation":[202],"extends":[203],"production":[206],"processes":[207],"Presently,":[212],"decentralized":[213,234],"methods":[215,224,236,261,283],"are":[216,257],"prevalent":[217],"these":[223,266],"lack":[225],"communication":[226],"controllers":[228],"autonomy":[230,286],"learning.":[232],"While":[233],"can":[237],"effectively":[238],"regulate":[239],"most":[240],"industrial":[241],"processes,":[242],"they":[243],"struggle":[244],"achieve":[246],"optimal":[247],"scenarios":[250],"where":[254],"interdependent.":[258],"Distributed":[259],"offer":[262],"promise":[263],"address":[265],"limitations.":[267],"Regrettably,":[268],"research":[269],"application":[271],"industry":[277],"engineering":[278],"remain":[279],"limited,":[280],"lacking":[281],"suitable":[282],"controller":[285],"information":[288],"exchange":[289],"among":[290],"different":[291],"controllers.":[292],"Consequently,":[293],"presents":[296],"approach":[300],"stable":[302],"efficient":[304],"regulation":[305],"cascades":[308],"industry,":[312],"avenues":[315],"widespread":[317],"application.":[318]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}