{"id":"https://openalex.org/W2016656004","doi":"https://doi.org/10.1109/icmlc.2013.6890794","title":"Modeling and control of complex industrial processes using artificial intelligence techniques","display_name":"Modeling and control of complex industrial processes using artificial intelligence techniques","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2016656004","doi":"https://doi.org/10.1109/icmlc.2013.6890794","mag":"2016656004"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2013.6890794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2013.6890794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100360790","display_name":"Wei Li","orcid":"https://orcid.org/0000-0002-2305-2642"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]},{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["College of Electric Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei, China","Department of Computer Science, University of Memphis, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electric Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"Department of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100717759","display_name":"Yongwei Li","orcid":"https://orcid.org/0000-0003-3587-312X"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong-Wei Li","raw_affiliation_strings":["College of Electric Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electric Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I34155123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110050095","display_name":"Qishi Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi-Shi Wu","raw_affiliation_strings":["Department of Computer Science, University of Memphis, Memphis, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"1341","last_page":"1345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994000196456909,"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":0.9994000196456909,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.998199999332428,"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":0.9969000220298767,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7563185691833496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6344937682151794},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5323337316513062},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4845398962497711},{"id":"https://openalex.org/keywords/industrial-control-system","display_name":"Industrial control system","score":0.4644968509674072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45029282569885254},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4360384941101074},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4169512689113617},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.411375492811203},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.36777615547180176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35182827711105347},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24589475989341736}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7563185691833496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6344937682151794},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5323337316513062},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4845398962497711},{"id":"https://openalex.org/C40071531","wikidata":"https://www.wikidata.org/wiki/Q2513962","display_name":"Industrial control system","level":3,"score":0.4644968509674072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45029282569885254},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4360384941101074},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4169512689113617},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.411375492811203},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.36777615547180176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35182827711105347},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24589475989341736},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/icmlc.2013.6890794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2013.6890794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1483307070","https://openalex.org/W1579359465","https://openalex.org/W2005023258","https://openalex.org/W2014102295","https://openalex.org/W2017153349","https://openalex.org/W2063442419","https://openalex.org/W2083679811","https://openalex.org/W2088201894","https://openalex.org/W2093022009","https://openalex.org/W2116773335","https://openalex.org/W2126736494","https://openalex.org/W2146008344","https://openalex.org/W2160337655","https://openalex.org/W2170262723","https://openalex.org/W4388085068"],"related_works":["https://openalex.org/W1794182708","https://openalex.org/W2133420660","https://openalex.org/W2615607975","https://openalex.org/W3155069932","https://openalex.org/W1969909374","https://openalex.org/W2165750643","https://openalex.org/W2638730922","https://openalex.org/W4241772416","https://openalex.org/W2752220042","https://openalex.org/W2168299868"],"abstract_inverted_index":{"Complex":[0],"industrial":[1,42,147],"processes":[2],"possess":[3],"several":[4],"critical":[5],"features,":[6],"such":[7],"as":[8,112],"uncertainty,":[9],"nonlinearity,":[10],"and":[11,39,66,77,98,117,143],"large":[12],"delay,":[13],"which":[14],"present":[15],"significant":[16],"challenges":[17],"to":[18,37,58,86,141],"the":[19,48,54,60,103,110],"construction":[20],"of":[21,122],"real-time":[22,71],"control":[23,40,72,144],"models.":[24],"This":[25],"paper":[26],"proposes":[27],"a":[28,87,119,130],"particle":[29,49],"filter-based":[30],"radial":[31],"basis":[32],"function":[33],"(RBF)":[34],"neural":[35,62,105,132],"network":[36,106],"model":[38,142],"complex":[41,146],"processes.":[43,148],"The":[44,80,96,134],"proposed":[45,81,104,135],"method":[46,83,128,136],"employs":[47],"filter":[50],"technique":[51],"for":[52,93],"estimating":[53],"system's":[55],"prior":[56],"information":[57],"improve":[59],"RBF":[61],"network's":[63],"learning":[64],"speed":[65],"expression":[67],"capability,":[68],"hence":[69],"making":[70],"possible":[73],"with":[74],"satisfactory":[75],"static":[76],"dynamic":[78],"performances.":[79],"modeling":[82,123],"is":[84],"applied":[85],"real-life":[88,114],"synthetic":[89],"ammonia":[90],"decarbonization":[91],"process":[92,115],"performance":[94],"evaluation.":[95],"simulation":[97],"experimental":[99],"results":[100],"illustrate":[101],"that":[102],"system":[107],"steadily":[108],"refines":[109],"parameters":[111],"this":[113],"proceeds":[116],"achieves":[118],"higher":[120],"level":[121],"accuracy":[124],"than":[125],"an":[126,138],"existing":[127],"using":[129],"fuzzy":[131],"network.":[133],"provides":[137],"effective":[139],"approach":[140],"similar":[145]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
