{"id":"https://openalex.org/W2884445519","doi":"https://doi.org/10.3233/jifs-169801","title":"A comparative simulation study of different sensorless permanent magnet synchronous motor drives using neural network and fuzzy logic","display_name":"A comparative simulation study of different sensorless permanent magnet synchronous motor drives using neural network and fuzzy logic","publication_year":2018,"publication_date":"2018-07-26","ids":{"openalex":"https://openalex.org/W2884445519","doi":"https://doi.org/10.3233/jifs-169801","mag":"2884445519"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169801","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169801","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 &amp; 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/A5010150397","display_name":"Md Tabrez","orcid":"https://orcid.org/0000-0002-0829-1258"},"institutions":[{"id":"https://openalex.org/I4210119174","display_name":"College of Applied Sciences- Ibri","ror":"https://ror.org/02h5h0a06","country_code":"OM","type":"education","lineage":["https://openalex.org/I4210119174","https://openalex.org/I4210130707"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Md. Tabrez","raw_affiliation_strings":["Department of Electrical Engineering, Ibra College of Technology, Ibra, Oman"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ibra College of Technology, Ibra, Oman","institution_ids":["https://openalex.org/I4210119174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032520220","display_name":"Farhad Ilahi Bakhsh","orcid":"https://orcid.org/0000-0001-6452-512X"},"institutions":[{"id":"https://openalex.org/I4210159250","display_name":"Ministry of New and Renewable Energy","ror":"https://ror.org/052detg56","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210159250"]},{"id":"https://openalex.org/I299920578","display_name":"Baba Ghulam Shah Badshah University","ror":"https://ror.org/00fp2m518","country_code":"IN","type":"education","lineage":["https://openalex.org/I299920578"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Farhad Ilahi Bakhsh","raw_affiliation_strings":["Department of Electrical and Renewable Energy Engineering, SOET, BGSBU, Rajouri, J&amp;K, India","Department of Electrical and Renewable Energy Engineering, SOET, BGSBU, Rajouri, J&K, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Renewable Energy Engineering, SOET, BGSBU, Rajouri, J&amp;K, India","institution_ids":["https://openalex.org/I4210159250"]},{"raw_affiliation_string":"Department of Electrical and Renewable Energy Engineering, SOET, BGSBU, Rajouri, J&K, India","institution_ids":["https://openalex.org/I299920578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022429098","display_name":"Mahboob Ul Hassan","orcid":null},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mahboob Hassan","raw_affiliation_strings":["Department of Electrical Engineeirng, Aligarh Muslim University, Aligarh, UP, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineeirng, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109366098","display_name":"K. Shamganth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119174","display_name":"College of Applied Sciences- Ibri","ror":"https://ror.org/02h5h0a06","country_code":"OM","type":"education","lineage":["https://openalex.org/I4210119174","https://openalex.org/I4210130707"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"K. Shamganth","raw_affiliation_strings":["Department of Electrical Engineering, Ibra College of Technology, Ibra, Oman"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ibra College of Technology, Ibra, Oman","institution_ids":["https://openalex.org/I4210119174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072121455","display_name":"Sami Al-Ghnimi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119174","display_name":"College of Applied Sciences- Ibri","ror":"https://ror.org/02h5h0a06","country_code":"OM","type":"education","lineage":["https://openalex.org/I4210119174","https://openalex.org/I4210130707"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Sami Al-Ghnimi","raw_affiliation_strings":["Department of Electrical Engineering, Ibra College of Technology, Ibra, Oman"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ibra College of Technology, Ibra, Oman","institution_ids":["https://openalex.org/I4210119174"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032520220"],"corresponding_institution_ids":["https://openalex.org/I299920578","https://openalex.org/I4210159250"],"apc_list":null,"apc_paid":null,"fwci":0.7725,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73689088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"35","issue":"5","first_page":"5177","last_page":"5184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10278","display_name":"Electric Motor Design and Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11602","display_name":"Magnetic Bearings and Levitation Dynamics","score":0.9926999807357788,"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/mras","display_name":"MRAS","score":0.8117479085922241},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7861018180847168},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7485091686248779},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7019411325454712},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6265446543693542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5910719633102417},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5833593606948853},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5166307091712952},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.4450572431087494},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4433121085166931},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4236326813697815},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.4176049828529358},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31757277250289917},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.31249743700027466},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.28498780727386475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28187447786331177},{"id":"https://openalex.org/keywords/vector-control","display_name":"Vector control","score":0.2807199954986572},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1550612449645996},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.0841684639453888}],"concepts":[{"id":"https://openalex.org/C2781098865","wikidata":"https://www.wikidata.org/wiki/Q18036502","display_name":"MRAS","level":5,"score":0.8117479085922241},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7861018180847168},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7485091686248779},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7019411325454712},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6265446543693542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5910719633102417},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5833593606948853},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5166307091712952},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.4450572431087494},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4433121085166931},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4236326813697815},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.4176049828529358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31757277250289917},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.31249743700027466},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.28498780727386475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28187447786331177},{"id":"https://openalex.org/C152060993","wikidata":"https://www.wikidata.org/wiki/Q1759392","display_name":"Vector control","level":4,"score":0.2807199954986572},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1550612449645996},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0841684639453888},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169801","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169801","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 &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8299999833106995,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1862806179","https://openalex.org/W1978964667","https://openalex.org/W1996890999","https://openalex.org/W2006265385","https://openalex.org/W2019679493","https://openalex.org/W2032381751","https://openalex.org/W2042109499","https://openalex.org/W2106718784","https://openalex.org/W2122907855","https://openalex.org/W2123032972","https://openalex.org/W2129766552","https://openalex.org/W2151586482","https://openalex.org/W2158424589","https://openalex.org/W2168513419","https://openalex.org/W2238695347","https://openalex.org/W2325821183","https://openalex.org/W2550838053"],"related_works":["https://openalex.org/W2590320067","https://openalex.org/W2946912483","https://openalex.org/W2066936811","https://openalex.org/W2966350157","https://openalex.org/W2341594000","https://openalex.org/W2966801812","https://openalex.org/W3092237123","https://openalex.org/W2136108176","https://openalex.org/W2163728894","https://openalex.org/W2291887822"],"abstract_inverted_index":{"This":[0,143],"paper":[1,65],"deals":[2],"with":[3,141],"MATLAB/SIMULINK":[4],"simulation":[5,150],"and":[6,39,72,119,149,152],"analysis":[7,148],"of":[8,15,28,69,82,113,137],"a":[9,66,78,83,157],"position":[10,21,38,75],"sensor-less":[11],"field":[12],"oriented":[13,80],"control":[14,81],"permanent":[16,84],"magnet":[17,85],"synchronous":[18,86],"motor.":[19],"Adaptive":[20,37],"estimators":[22,41,59,95,101],"are":[23,45,60,117,121],"required":[24],"as":[25],"the":[26,29,51,135,138],"parameters":[27,108,136],"machines":[30,139],"like":[31],"rotor":[32],"resistance,":[33],"inductance":[34],"changes":[35],"sometimes.":[36],"speed":[40],"viz.":[42],"SMO,":[43],"MRAS":[44],"much":[46],"discussed":[47],"in":[48,77,97,160],"literature":[49],"but":[50],"artificial":[52],"neural":[53],"network,":[54],"adaptive":[55,96],"neuro-fuzzy":[56],"inference":[57],"based":[58,74,128],"least":[61],"discussed.":[62],"In":[63],"this":[64],"MATLAB":[67],"study":[68],"MRAS,":[70,92],"ANN":[71],"ANFIS":[73,94,127],"estimator":[76],"Field":[79],"motor":[87],"drive":[88],"is":[89,106,124,131,145],"being":[90],"done.":[91],"ANN,":[93],"nature":[98],"so":[99],"these":[100,114],"can":[102],"adapt":[103],"if":[104],"there":[105],"any":[107],"change":[109],"online.":[110],"The":[111],"performances":[112],"three":[115],"drives":[116],"analyzed,":[118],"results":[120],"compared.":[122],"It":[123],"seen":[125],"that":[126],"system":[129],"performance":[130],"better":[132],"even":[133],"when":[134],"vary":[140],"time.":[142],"work":[144],"limited":[146],"to":[147,156],"only":[151],"could":[153],"be":[154],"extended":[155],"practical":[158],"realization":[159],"future":[161],"work.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
