{"id":"https://openalex.org/W2462823922","doi":"https://doi.org/10.1109/eais.2016.7502496","title":"Evolving fuzzy model based performance identification for production control","display_name":"Evolving fuzzy model based performance identification for production control","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2462823922","doi":"https://doi.org/10.1109/eais.2016.7502496","mag":"2462823922"},"language":"en","primary_location":{"id":"doi:10.1109/eais.2016.7502496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2016.7502496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-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/A5043073463","display_name":"Goran Andonovski","orcid":"https://orcid.org/0000-0002-2584-917X"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Goran Andonovski","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014910719","display_name":"Ga\u0161per Mu\u0161i\u010d","orcid":"https://orcid.org/0000-0002-5228-5939"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Gasper Music","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001278511","display_name":"Sa\u0161o Bla\u017ei\u010d","orcid":"https://orcid.org/0000-0002-9347-8534"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Saso Blazic","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040998302","display_name":"Igor \u0160krjanc","orcid":"https://orcid.org/0000-0002-0502-5376"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Igor Skrjanc","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043073463"],"corresponding_institution_ids":["https://openalex.org/I153976015"],"apc_list":null,"apc_paid":null,"fwci":1.0712,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78828735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"91"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7049248218536377},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6897549629211426},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6851505041122437},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.673088014125824},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6587331295013428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6478511095046997},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6283561587333679},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5745047926902771},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4395636320114136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36944636702537537},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.351345419883728}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7049248218536377},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6897549629211426},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6851505041122437},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.673088014125824},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6587331295013428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6478511095046997},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6283561587333679},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5745047926902771},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4395636320114136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36944636702537537},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.351345419883728},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais.2016.7502496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2016.7502496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W771331471","https://openalex.org/W1478567281","https://openalex.org/W1963958800","https://openalex.org/W1966863755","https://openalex.org/W1968475685","https://openalex.org/W1975174639","https://openalex.org/W1990752481","https://openalex.org/W1997101808","https://openalex.org/W2004186751","https://openalex.org/W2018876347","https://openalex.org/W2021930810","https://openalex.org/W2025814007","https://openalex.org/W2026818302","https://openalex.org/W2038180527","https://openalex.org/W2045544997","https://openalex.org/W2049757356","https://openalex.org/W2058706267","https://openalex.org/W2060685971","https://openalex.org/W2079325629","https://openalex.org/W2084083808","https://openalex.org/W2104936985","https://openalex.org/W2129013743","https://openalex.org/W2133459848","https://openalex.org/W2143115945","https://openalex.org/W2143253416","https://openalex.org/W2151863350","https://openalex.org/W2153263874","https://openalex.org/W2154182108","https://openalex.org/W2156601771","https://openalex.org/W2162635690","https://openalex.org/W2163014207","https://openalex.org/W2173068573","https://openalex.org/W2187257732","https://openalex.org/W2271358270","https://openalex.org/W2534727771","https://openalex.org/W4238586295","https://openalex.org/W6661853417","https://openalex.org/W6684022401"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W4244478748","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175"],"abstract_inverted_index":{"In":[0,68],"this":[1,69],"paper":[2,70],"we":[3,71],"present":[4],"a":[5,63],"fuzzy":[6],"cloud-based":[7,26],"model":[8],"identification":[9,135],"method":[10,27,98,126],"tested":[11,100],"on":[12,34,101],"realistic":[13],"input/output":[14],"data":[15],"signals":[16],"acquired":[17],"from":[18],"simulated":[19],"Tennessee":[20],"Eastman":[21],"(TE)":[22],"benchmark":[23],"process.":[24],"The":[25,82,96,118],"uses":[28],"simplified":[29],"antecedent":[30],"(IF)":[31],"part":[32,54,87],"based":[33],"the":[35,39,52,85,110,124,130],"local":[36],"density":[37,74],"of":[38,47,84,123],"clouds":[40,48],"and":[41],"functional":[42],"consequent":[43,86],"(THEN)":[44],"part.":[45],"Number":[46],"(fuzzy":[49],"rules)":[50],"in":[51],"IF":[53],"evolves":[55],"such":[56],"that":[57],"when":[58],"certain":[59],"criteria":[60],"are":[61],"satisfied":[62],"new":[64],"cloud":[65],"is":[66],"added.":[67],"use":[72],"simple":[73],"threshold":[75],"complemented":[76],"with":[77,129],"protecting":[78],"mechanism":[79],"for":[80,109],"outliers.":[81],"parameters":[83],"were":[88,107,127],"identified":[89,108],"using":[90,133],"recursive":[91],"Weight":[92],"Least":[93],"Square":[94],"method.":[95],"proposed":[97,125],"was":[99],"TE":[102],"process":[103],"where":[104],"three":[105],"models":[106],"chosen,":[111],"most":[112],"representative,":[113],"production":[114],"Performance":[115],"Indicators":[116],"(pPIs).":[117],"provided":[119],"results":[120,131],"(quality":[121],"measures)":[122],"compared":[128],"obtained":[132],"eFuMo":[134],"tool.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}