{"id":"https://openalex.org/W2890721191","doi":"https://doi.org/10.1177/0142331218793486","title":"A novel modeling approach and its application in polymer quality index prediction","display_name":"A novel modeling approach and its application in polymer quality index prediction","publication_year":2018,"publication_date":"2018-09-20","ids":{"openalex":"https://openalex.org/W2890721191","doi":"https://doi.org/10.1177/0142331218793486","mag":"2890721191"},"language":"en","primary_location":{"id":"doi:10.1177/0142331218793486","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331218793486","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":"https://openalex.org/A5102877352","display_name":"Miao Zhang","orcid":"https://orcid.org/0000-0001-9814-2573"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Zhang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PR China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034516630","display_name":"Xinggao Liu","orcid":"https://orcid.org/0000-0002-0948-1942"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinggao Liu","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, PR China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028163378","display_name":"Zeyin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyin Zhang","raw_affiliation_strings":["Department of Mathematics, Zhejiang University, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Zhejiang University, PR China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102399917","display_name":"Guangbi Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129425","display_name":"Lanzhou Petrochemical Polytechnic","ror":"https://ror.org/03pkj2z67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129425"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangbi Gong","raw_affiliation_strings":["PetroChina Lanzhou Chemical Research Center, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PetroChina Lanzhou Chemical Research Center, PR China","institution_ids":["https://openalex.org/I4210129425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419052","display_name":"Guoqing Zhang","orcid":"https://orcid.org/0000-0001-8827-7546"},"institutions":[{"id":"https://openalex.org/I4210129425","display_name":"Lanzhou Petrochemical Polytechnic","ror":"https://ror.org/03pkj2z67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129425"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Zhang","raw_affiliation_strings":["PetroChina Lanzhou Chemical Research Center, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PetroChina Lanzhou Chemical Research Center, PR China","institution_ids":["https://openalex.org/I4210129425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101696608","display_name":"Chang-Jun Zhang","orcid":"https://orcid.org/0000-0002-8846-6408"},"institutions":[{"id":"https://openalex.org/I4210129425","display_name":"Lanzhou Petrochemical Polytechnic","ror":"https://ror.org/03pkj2z67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129425"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjun Zhang","raw_affiliation_strings":["PetroChina Lanzhou Chemical Research Center, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PetroChina Lanzhou Chemical Research Center, PR China","institution_ids":["https://openalex.org/I4210129425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604133","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0002-4200-2253"},"institutions":[{"id":"https://openalex.org/I4210129425","display_name":"Lanzhou Petrochemical Polytechnic","ror":"https://ror.org/03pkj2z67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129425"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["PetroChina Lanzhou Chemical Research Center, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PetroChina Lanzhou Chemical Research Center, PR China","institution_ids":["https://openalex.org/I4210129425"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100718699","display_name":"Hongxing Zhang","orcid":"https://orcid.org/0009-0008-5178-3021"},"institutions":[{"id":"https://openalex.org/I4210129425","display_name":"Lanzhou Petrochemical Polytechnic","ror":"https://ror.org/03pkj2z67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129425"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxing Zhang","raw_affiliation_strings":["PetroChina Lanzhou Petrochemical Company, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PetroChina Lanzhou Petrochemical Company, PR China","institution_ids":["https://openalex.org/I4210129425"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034516630"],"corresponding_institution_ids":["https://openalex.org/I4391767838"],"apc_list":null,"apc_paid":null,"fwci":0.1579,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.45696256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"41","issue":"7","first_page":"2005","last_page":"2015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9848999977111816,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/gradient-descent","display_name":"Gradient descent","score":0.6476147770881653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6245983839035034},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5912035703659058},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4907110929489136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48731788992881775},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.48254865407943726},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4438975155353546},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4418282210826874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4408147931098938},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.41777896881103516},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3782610297203064}],"concepts":[{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.6476147770881653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6245983839035034},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5912035703659058},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4907110929489136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48731788992881775},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.48254865407943726},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4438975155353546},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4418282210826874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4408147931098938},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.41777896881103516},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3782610297203064},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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:10.1177/0142331218793486","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331218793486","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":0.5799999833106995,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G573691406","display_name":null,"funder_award_id":"Grant No. 61590921, 61603336","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7172235082","display_name":null,"funder_award_id":"E81502","funder_id":"https://openalex.org/F4320330207","funder_display_name":"Shanghai Aerospace Science and Technology Innovation Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320330207","display_name":"Shanghai Aerospace Science and Technology Innovation Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1083858128","https://openalex.org/W1127095158","https://openalex.org/W1545954990","https://openalex.org/W1713870176","https://openalex.org/W1871505182","https://openalex.org/W1920713376","https://openalex.org/W1980418485","https://openalex.org/W1981010694","https://openalex.org/W1986024064","https://openalex.org/W1988901237","https://openalex.org/W1992901306","https://openalex.org/W2028437524","https://openalex.org/W2030557270","https://openalex.org/W2031281723","https://openalex.org/W2036354737","https://openalex.org/W2041280856","https://openalex.org/W2050546928","https://openalex.org/W2054273324","https://openalex.org/W2057099753","https://openalex.org/W2067120069","https://openalex.org/W2067903798","https://openalex.org/W2072955302","https://openalex.org/W2077617183","https://openalex.org/W2092697398","https://openalex.org/W2093196755","https://openalex.org/W2096684483","https://openalex.org/W2101849344","https://openalex.org/W2102643044","https://openalex.org/W2105248467","https://openalex.org/W2115304016","https://openalex.org/W2116858236","https://openalex.org/W2127436605","https://openalex.org/W2132591205","https://openalex.org/W2139352718","https://openalex.org/W2141423337","https://openalex.org/W2147199167","https://openalex.org/W2234867196","https://openalex.org/W2293747114","https://openalex.org/W2341716891","https://openalex.org/W2530887700","https://openalex.org/W2575125657","https://openalex.org/W2776409005","https://openalex.org/W4240278385","https://openalex.org/W4255272544","https://openalex.org/W4292933845"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W2046633342","https://openalex.org/W2059273319","https://openalex.org/W1998698147"],"abstract_inverted_index":{"Accurate":[0],"and":[1,83,115,124],"reliable":[2],"quality":[3,9,26,143],"index":[4,27],"prediction":[5,28,134,147],"is":[6,60,76,87,103],"indispensable":[7],"in":[8,52,140],"control":[10],"of":[11,50,55,72,95],"the":[12,44,73,92,99,107,116,121,132],"industrial":[13,112,142],"propylene":[14],"polymerization":[15],"(PP)":[16],"processes.":[17],"This":[18],"paper":[19],"presents":[20],"a":[21,47,110,137],"novel":[22],"modeling":[23],"approach":[24],"for":[25],"based":[29],"on":[30,98],"optimal":[31],"fuzzy":[32,58],"wavelet":[33,63],"neural":[34,64],"network":[35,65],"(FWNN)":[36],"with":[37,62,106],"improved":[38],"gravitational":[39],"search":[40],"algorithm":[41,71,86],"(IGSA),":[42],"where":[43],"constant":[45],"or":[46],"linear":[48],"function":[49],"inputs":[51],"conclusion":[53],"part":[54],"traditional":[56],"TSK":[57],"model":[59,75,135],"replaced":[61],"(WNN).":[66],"Then,":[67],"an":[68,84],"online":[69,90],"learning":[70,93],"FWNN":[74,123],"derived":[77],"by":[78],"using":[79],"gradient":[80],"descent":[81],"algorithm,":[82],"IGSA":[85],"proposed":[88,100,133],"to":[89],"adapt":[91],"rates":[94],"FWNN.":[96],"Research":[97],"soft":[101],"sensor":[102],"carried":[104],"out":[105],"data":[108],"from":[109],"real":[111],"PP":[113],"plant,":[114],"results":[117,129],"are":[118],"compared":[119],"among":[120],"WNN,":[122],"IGSA-FWNN":[125],"models.":[126],"The":[127],"research":[128],"show":[130],"that":[131],"achieves":[136],"good":[138],"performance":[139],"practical":[141],"index,":[144,146],"melt":[145],"process.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
