{"id":"https://openalex.org/W4365136416","doi":"https://doi.org/10.1109/tcyb.2023.3263571","title":"A Dynamics-Learning Multirate Estimation Approach for the Feeding Condition Perception of Complex Industry Processes","display_name":"A Dynamics-Learning Multirate Estimation Approach for the Feeding Condition Perception of Complex Industry Processes","publication_year":2023,"publication_date":"2023-04-12","ids":{"openalex":"https://openalex.org/W4365136416","doi":"https://doi.org/10.1109/tcyb.2023.3263571","pmid":"https://pubmed.ncbi.nlm.nih.gov/37043311"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2023.3263571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3263571","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/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"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei Sun","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China","Industrial Intelligence Basic Research Studio, Peng Cheng Laboratory, Shenzhen, 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"]},{"raw_affiliation_string":"Industrial Intelligence Basic Research Studio, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010486250","display_name":"Maosen Fan","orcid":null},"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":"Maosen Fan","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004733156","display_name":"Gengchen Liu","orcid":"https://orcid.org/0009-0009-5571-002X"},"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":"Gengchen Liu","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101704790","display_name":"Mingjie Lv","orcid":"https://orcid.org/0000-0002-4236-9952"},"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":"Mingjie Lv","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739947","display_name":"Shengyu Liu","orcid":"https://orcid.org/0000-0002-1051-7893"},"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":"Shengyu Liu","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101992218","display_name":"Mingfang He","orcid":"https://orcid.org/0000-0001-6969-626X"},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"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":"Mingfang He","raw_affiliation_strings":["School of Computer and Information Engineering, Central South University of Forestry and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-6969-626X","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Central South University of Forestry and Technology, Changsha, China","institution_ids":["https://openalex.org/I119273862","https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049939311","display_name":"Keke Huang","orcid":"https://orcid.org/0000-0003-3553-3424"},"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":"Keke Huang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-3553-3424","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/A5101971818","display_name":"Chunhua Yang","orcid":"https://orcid.org/0000-0002-3770-9887"},"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":"Chunhua Yang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-3770-9887","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":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6357,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83123159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"54","issue":"5","first_page":"3286","last_page":"3298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9997000098228455,"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":0.9997000098228455,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9979000091552734,"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/T11236","display_name":"Control Systems and Identification","score":0.9941999912261963,"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/computer-science","display_name":"Computer science","score":0.7025125026702881},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6635712385177612},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.661773681640625},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44947758316993713},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.44765225052833557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3743947744369507},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14719551801681519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025125026702881},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6635712385177612},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.661773681640625},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44947758316993713},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.44765225052833557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3743947744369507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14719551801681519},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2023.3263571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3263571","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:37043311","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37043311","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":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3681760207","display_name":null,"funder_award_id":"2020YFB1713701","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G721055481","display_name":null,"funder_award_id":"61860206014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7256568630","display_name":null,"funder_award_id":"61973321","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8079395575","display_name":null,"funder_award_id":"2021JJ41087","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1586251222","https://openalex.org/W1966376038","https://openalex.org/W1971544913","https://openalex.org/W1982481697","https://openalex.org/W1988154581","https://openalex.org/W1990694099","https://openalex.org/W1993197939","https://openalex.org/W1996007900","https://openalex.org/W1998586062","https://openalex.org/W2003219976","https://openalex.org/W2013366135","https://openalex.org/W2016862626","https://openalex.org/W2030388777","https://openalex.org/W2034764524","https://openalex.org/W2043938167","https://openalex.org/W2044887479","https://openalex.org/W2067812733","https://openalex.org/W2068898188","https://openalex.org/W2079735306","https://openalex.org/W2091883880","https://openalex.org/W2110062915","https://openalex.org/W2150279687","https://openalex.org/W2522028907","https://openalex.org/W2566370974","https://openalex.org/W2885195348","https://openalex.org/W2902166189","https://openalex.org/W2903926635","https://openalex.org/W2916311831","https://openalex.org/W2947222122","https://openalex.org/W2963139193","https://openalex.org/W2994737449","https://openalex.org/W3088045705","https://openalex.org/W3091274370","https://openalex.org/W3126631810","https://openalex.org/W3127017338","https://openalex.org/W3132773019","https://openalex.org/W3133566102","https://openalex.org/W3150027346","https://openalex.org/W3158042410","https://openalex.org/W3161596920","https://openalex.org/W3178585195","https://openalex.org/W3180679528","https://openalex.org/W3205840220","https://openalex.org/W3210966861","https://openalex.org/W4206248047","https://openalex.org/W4206299503","https://openalex.org/W4210408234","https://openalex.org/W4224929143","https://openalex.org/W4225646287","https://openalex.org/W4233528843","https://openalex.org/W4285205397","https://openalex.org/W4302275554"],"related_works":["https://openalex.org/W2576994247","https://openalex.org/W2608353378","https://openalex.org/W4249206767","https://openalex.org/W2563559453","https://openalex.org/W2382330008","https://openalex.org/W1519970947","https://openalex.org/W4243860260","https://openalex.org/W4383503847","https://openalex.org/W3167556242","https://openalex.org/W2352015183"],"abstract_inverted_index":{"In":[0,89],"this":[1],"study,":[2],"we":[3],"propose":[4],"a":[5,21,35,39,50,93,112],"dynamics-learning":[6,91,127],"multirate":[7,116],"estimation":[8,28,45,52,114,120,150,160],"approach":[9],"to":[10,79,103,130,141],"perceive":[11],"the":[12,17,44,55,72,81,85,90,100,105,108,126,132,143,148,156,163],"quality-related":[13,25],"indices":[14],"(QRIs)":[15],"of":[16,20,58,107,147,162],"feeding":[18],"solution":[19],"unit":[22,36,41,60,87],"process.":[23],"A":[24,118],"index":[26],"for":[27,71],"is":[29,47,77,97,122],"an":[30],"intermediate":[31],"technical":[32],"indicator":[33],"between":[34],"process":[37,133],"and":[38,74,136,145,158],"proceeding":[40],"process;":[42],"hence,":[43],"problem":[46,53],"formulated":[48],"as":[49],"two-stage":[51],"utilizing":[54],"production":[56],"data":[57,83],"both":[59],"processes.":[61,88],"Dynamics-learning":[62],"bidirectional":[63],"long":[64],"short-term":[65],"memory":[66,101],"(BiLSTM)":[67],"with":[68,125],"different":[69,86],"inputs":[70],"forward":[73],"backward":[75],"layers":[76],"proposed":[78,149,164],"manage":[80,131],"input":[82],"from":[84],"BiLSTM,":[92],"cycle":[94],"control":[95],"gate":[96],"added":[98],"in":[99],"cell":[102],"learn":[104],"dynamics":[106],"QRIs,":[109],"thereby":[110],"enabling":[111],"high-rate":[113,159],"under":[115],"conditions.":[117],"Bayesian":[119],"model":[121,129],"then":[123],"combined":[124],"BiLSTM":[128],"delay.":[134],"Ablation":[135],"comparative":[137],"experiments":[138],"are":[139],"conducted":[140],"evaluate":[142],"feasibility":[144],"effectiveness":[146],"approach.":[151,165],"The":[152],"experimental":[153],"results":[154],"illustrate":[155],"performance":[157],"ability":[161]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
