{"id":"https://openalex.org/W2071328664","doi":"https://doi.org/10.1109/icnc.2010.5584856","title":"Integrated MMPSO and RBFNN for optimal control of cracking depth in ethylene cracking furnace","display_name":"Integrated MMPSO and RBFNN for optimal control of cracking depth in ethylene cracking furnace","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2071328664","doi":"https://doi.org/10.1109/icnc.2010.5584856","mag":"2071328664"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5584856","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5584856","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5584856","source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5584856","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034064578","display_name":"Zhiqiang Geng","orcid":"https://orcid.org/0000-0003-0647-3792"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Geng","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Chemical and Technology, Beijing, China","School of Information Science and Technology, Beijing University of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical Technology, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026019153","display_name":"Tianfeng Shang","orcid":null},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianfeng Shang","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Chemical and Technology, Beijing, China","School of Information Science and Technology, Beijing University of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical Technology, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074786209","display_name":"Fang Li","orcid":"https://orcid.org/0000-0002-4291-8114"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Li","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Chemical and Technology, Beijing, China","School of Information Science and Technology, Beijing University of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical Technology, China","institution_ids":["https://openalex.org/I75390827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034064578"],"corresponding_institution_ids":["https://openalex.org/I75390827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.25157013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"42","issue":null,"first_page":"4066","last_page":"4070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9970999956130981,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9970999956130981,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9908000230789185,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9739000201225281,"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/cracking","display_name":"Cracking","score":0.8936396837234497},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5973392724990845},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5016489028930664},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.48505157232284546},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4806588888168335},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4772239029407501},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4590422809123993},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4454449713230133},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4255560636520386},{"id":"https://openalex.org/keywords/ethylene","display_name":"Ethylene","score":0.4192596673965454},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4116147756576538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4057005047798157},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.28965988755226135},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.2360980212688446},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.21041962504386902},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18992072343826294},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.13984763622283936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09990978240966797}],"concepts":[{"id":"https://openalex.org/C58396970","wikidata":"https://www.wikidata.org/wiki/Q212749","display_name":"Cracking","level":2,"score":0.8936396837234497},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5973392724990845},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5016489028930664},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.48505157232284546},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4806588888168335},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4772239029407501},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4590422809123993},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4454449713230133},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4255560636520386},{"id":"https://openalex.org/C2778597550","wikidata":"https://www.wikidata.org/wiki/Q151313","display_name":"Ethylene","level":3,"score":0.4192596673965454},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4116147756576538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4057005047798157},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.28965988755226135},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.2360980212688446},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21041962504386902},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18992072343826294},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13984763622283936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09990978240966797},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5584856","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5584856","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5584856","source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icnc.2010.5584856","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5584856","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5584856","source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2071328664.pdf","grobid_xml":"https://content.openalex.org/works/W2071328664.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1563938275","https://openalex.org/W1577668191","https://openalex.org/W1986922155","https://openalex.org/W2055384829","https://openalex.org/W2106625051","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2348422891","https://openalex.org/W2350093102","https://openalex.org/W2360307705","https://openalex.org/W2388527444","https://openalex.org/W6634715273","https://openalex.org/W6675999727"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W3121791438"],"abstract_inverted_index":{"The":[0,55,104,126],"prediction":[1],"models":[2],"of":[3,62,92,111],"cracking":[4,48,68],"productions":[5],"online":[6],"are":[7,106,115],"realized":[8,102],"by":[9,23,53],"using":[10,24],"radical":[11],"basis":[12],"functions":[13],"neural":[14],"network":[15],"(RBFNN).":[16],"Then":[17],"the":[18,25,34,39,42,60,74,80,87,98,109,118],"building":[19],"model":[20],"is":[21,50,58,71,77,84,101,121],"optimized":[22],"proposed":[26,127],"multi-modes":[27],"particle":[28],"swarms":[29],"algorithm":[30],"(MMPSO)":[31],"to":[32,73],"catch":[33],"optimal":[35,44,56,75,128],"operational":[36],"conditions.":[37],"At":[38],"same":[40],"time,":[41],"intelligent":[43],"control":[45,90,100,120,129],"method":[46,130],"for":[47],"depth":[49],"studied":[51],"integrated":[52],"MMPSO-RBFNN.":[54],"function":[57],"maximized":[59],"sum":[61],"ethylene":[63,112],"&":[64],"propylene":[65,114],"yields,":[66],"and":[67,113,117,135],"depth,":[69],"which":[70,83],"satisfying":[72],"function,":[76],"put":[78],"into":[79,86],"depth's":[81,99,119],"controller,":[82],"linked":[85],"advanced":[88],"process":[89],"system":[91],"coil":[93],"outlet":[94],"temperature":[95],"(COT),":[96],"so":[97],"optimally.":[103],"applications":[105],"showed":[107],"that":[108],"yields":[110],"increased,":[116],"more":[122],"stable":[123],"than":[124],"before.":[125],"has":[131],"good":[132],"adaptability,":[133],"stability":[134],"reliability.":[136]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}