{"id":"https://openalex.org/W1552903711","doi":"https://doi.org/10.3233/ifs-141140","title":"ANFIS modeling of Electro-Hydraulic Actuator system through physical modeling and FCM gap statistic in initial FIS determination","display_name":"ANFIS modeling of Electro-Hydraulic Actuator system through physical modeling and FCM gap statistic in initial FIS determination","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1552903711","doi":"https://doi.org/10.3233/ifs-141140","mag":"1552903711"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-141140","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-141140","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5113553561","display_name":"T. G. Ling","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"T.G. Ling","raw_affiliation_strings":["Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia","Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia#TAB#","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049260833","display_name":"M. F. Rahmat","orcid":"https://orcid.org/0000-0003-2614-2077"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M.F. Rahmat","raw_affiliation_strings":["Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia","Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia#TAB#","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012296727","display_name":"Abdul Rashid Husain","orcid":"https://orcid.org/0000-0002-3658-2933"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"A.R. Husain","raw_affiliation_strings":["Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia","Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Department of Control and Mechatronic Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia#TAB#","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.06178978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"4","first_page":"1743","last_page":"1755"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9976000189781189,"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":0.9958999752998352,"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/statistic","display_name":"Statistic","score":0.7927089929580688},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.6159894466400146},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5852939486503601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5633920431137085},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.43671610951423645},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2248537838459015},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2136058509349823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20047983527183533},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.13276326656341553},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.05081552267074585},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.04588913917541504}],"concepts":[{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.7927089929580688},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.6159894466400146},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5852939486503601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5633920431137085},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.43671610951423645},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2248537838459015},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2136058509349823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20047983527183533},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.13276326656341553},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.05081552267074585},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.04588913917541504}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-141140","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-141140","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W18464561","https://openalex.org/W34042640","https://openalex.org/W120539655","https://openalex.org/W363325016","https://openalex.org/W1513274930","https://openalex.org/W1565225423","https://openalex.org/W1886306325","https://openalex.org/W1972839283","https://openalex.org/W1990368529","https://openalex.org/W1996495821","https://openalex.org/W2013225614","https://openalex.org/W2016690526","https://openalex.org/W2019207321","https://openalex.org/W2025692601","https://openalex.org/W2036127454","https://openalex.org/W2049050310","https://openalex.org/W2052263450","https://openalex.org/W2055922473","https://openalex.org/W2060484542","https://openalex.org/W2062255227","https://openalex.org/W2068133955","https://openalex.org/W2071949631","https://openalex.org/W2074916624","https://openalex.org/W2103414828","https://openalex.org/W2108767035","https://openalex.org/W2110123837","https://openalex.org/W2113076747","https://openalex.org/W2114692228","https://openalex.org/W2123359190","https://openalex.org/W2126805534","https://openalex.org/W2130346367","https://openalex.org/W2130542487","https://openalex.org/W2138321827","https://openalex.org/W2148601732","https://openalex.org/W2164151216","https://openalex.org/W2167607842","https://openalex.org/W2188796978","https://openalex.org/W2310470664","https://openalex.org/W2985237160"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550"],"abstract_inverted_index":{"The":[0,19,31,79,151],"Adaptive":[1],"Neuro-Fuzzy":[2],"Inference":[3,22],"System":[4,23],"(ANFIS)":[5],"modeling":[6],"technique":[7],"has":[8],"shown":[9],"the":[10,37,53,59,77,105,113,121,146,155,163],"ability":[11],"to":[12,47,134,144],"model":[13,156],"nonlinear":[14],"system":[15,70,165],"at":[16,167],"high":[17,168],"accuracy.":[18],"initial":[20,34,136,147],"Fuzzy":[21,94],"(FIS)":[24],"is":[25,86,142],"required":[26],"before":[27],"ANFIS":[28,138,159],"parameters'":[29],"training.":[30],"generation":[32],"of":[33,39,42,51,63,65,76,81,98,100,115,120],"FIS":[35,148],"requires":[36],"number":[38,41,60,80],"inputs,":[40],"clusters":[43,82],"and":[44,61,124],"cluster":[45,107,117,125,130],"centers":[46,131],"be":[48],"determined.":[49],"Instead":[50],"determining":[52],"above":[54],"parameters":[55],"by":[56],"heuristic":[57],"approach,":[58],"variable":[62],"inputs":[64],"an":[66],"Electro-Hydraulic":[67],"Actuator":[68],"(EHA)":[69],"are":[71,132],"determined":[72,87],"through":[73],"mathematical":[74],"derivation":[75],"system.":[78],"for":[83,149],"each":[84,116],"input":[85,122],"via":[88],"fuzzy":[89],"gap":[90,101],"statistic,":[91],"which":[92],"applies":[93],"C-means":[95],"(FCM)":[96],"instead":[97],"k-means":[99],"statistic":[102],"in":[103],"calculating":[104],"within":[106],"dispersion.":[108],"FCM":[109],"clustering":[110],"also":[111],"provides":[112],"center":[114],"identified.":[118],"Information":[119],"variables":[123],"numbers":[126],"as":[127,129],"well":[128],"used":[133,143],"obtain":[135],"FIS.":[137],"hybrid":[139],"training":[140],"algorithm":[141],"train":[145],"parameters.":[150],"result":[152],"shows":[153],"that":[154],"obtained":[157],"using":[158],"approach":[160],"can":[161],"estimate":[162],"EHA's":[164],"response":[166],"precision.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}