{"id":"https://openalex.org/W2787165248","doi":"https://doi.org/10.1109/iccsce.2017.8284436","title":"PSO-based neural network controller for speed sensorless control of PMSM","display_name":"PSO-based neural network controller for speed sensorless control of PMSM","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2787165248","doi":"https://doi.org/10.1109/iccsce.2017.8284436","mag":"2787165248"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce.2017.8284436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2017.8284436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 7th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058421235","display_name":"Abdul Mu\u2019iz Nazelan","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"A. M. Nazelan","raw_affiliation_strings":["Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005664778","display_name":"Muhammad Khusairi Osman","orcid":"https://orcid.org/0000-0002-5479-6409"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. K. Osman","raw_affiliation_strings":["Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082819427","display_name":"Nur Ashida Salim","orcid":"https://orcid.org/0000-0003-1993-5335"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"N. A. Salim","raw_affiliation_strings":["Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025483194","display_name":"Ahmad Asri Abd Samat","orcid":"https://orcid.org/0000-0002-0360-1448"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"A. A. A. Samat","raw_affiliation_strings":["Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101743904","display_name":"Khairul Azman Ahmad","orcid":"https://orcid.org/0000-0002-1453-3727"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"K. A. Ahmad","raw_affiliation_strings":["Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical, Universiti Teknologi Mara, Pulau Pinang, Permatang Pauh, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82724352"],"apc_list":null,"apc_paid":null,"fwci":0.3792,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56539951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"366","last_page":"371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9979000091552734,"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/T10278","display_name":"Electric Motor Design and Analysis","score":0.9729999899864197,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mras","display_name":"MRAS","score":0.8864412307739258},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7390894889831543},{"id":"https://openalex.org/keywords/settling-time","display_name":"Settling time","score":0.7370821833610535},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7003190517425537},{"id":"https://openalex.org/keywords/overshoot","display_name":"Overshoot (microwave communication)","score":0.6876533031463623},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6403846144676208},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.6054776310920715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818758010864258},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5795863270759583},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.540715217590332},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.533096969127655},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4646548628807068},{"id":"https://openalex.org/keywords/electronic-speed-control","display_name":"Electronic speed control","score":0.4240691065788269},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3702623248100281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2892146706581116},{"id":"https://openalex.org/keywords/step-response","display_name":"Step response","score":0.27750855684280396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19240492582321167},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19176986813545227},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17767956852912903},{"id":"https://openalex.org/keywords/vector-control","display_name":"Vector control","score":0.1743718385696411},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1512448489665985},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.09945765137672424},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08233943581581116},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.06478625535964966}],"concepts":[{"id":"https://openalex.org/C2781098865","wikidata":"https://www.wikidata.org/wiki/Q18036502","display_name":"MRAS","level":5,"score":0.8864412307739258},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7390894889831543},{"id":"https://openalex.org/C14781684","wikidata":"https://www.wikidata.org/wiki/Q3983320","display_name":"Settling time","level":3,"score":0.7370821833610535},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7003190517425537},{"id":"https://openalex.org/C2780323453","wikidata":"https://www.wikidata.org/wiki/Q7113957","display_name":"Overshoot (microwave communication)","level":2,"score":0.6876533031463623},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6403846144676208},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.6054776310920715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818758010864258},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5795863270759583},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.540715217590332},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.533096969127655},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4646548628807068},{"id":"https://openalex.org/C45641319","wikidata":"https://www.wikidata.org/wiki/Q550768","display_name":"Electronic speed control","level":2,"score":0.4240691065788269},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3702623248100281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2892146706581116},{"id":"https://openalex.org/C160030872","wikidata":"https://www.wikidata.org/wiki/Q2142864","display_name":"Step response","level":2,"score":0.27750855684280396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19240492582321167},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19176986813545227},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17767956852912903},{"id":"https://openalex.org/C152060993","wikidata":"https://www.wikidata.org/wiki/Q1759392","display_name":"Vector control","level":4,"score":0.1743718385696411},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1512448489665985},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.09945765137672424},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08233943581581116},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.06478625535964966},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"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:10.1109/iccsce.2017.8284436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2017.8284436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 7th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.8299999833106995,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1489579211","https://openalex.org/W1528720065","https://openalex.org/W1987832222","https://openalex.org/W1991665754","https://openalex.org/W2016983264","https://openalex.org/W2030726734","https://openalex.org/W2060949125","https://openalex.org/W2077263723","https://openalex.org/W2102772463","https://openalex.org/W2110183471","https://openalex.org/W2114017148","https://openalex.org/W2343415139","https://openalex.org/W2535751339","https://openalex.org/W2544883928","https://openalex.org/W2586443251"],"related_works":["https://openalex.org/W4377820486","https://openalex.org/W2132353065","https://openalex.org/W4377825843","https://openalex.org/W2889951799","https://openalex.org/W2626571124","https://openalex.org/W2381304112","https://openalex.org/W2962749641","https://openalex.org/W3107721637","https://openalex.org/W3184876520","https://openalex.org/W1973539555"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"estimation":[3],"of":[4,41,112,136],"rotor":[5],"speed":[6,45,109,118],"and":[7,61,89,110,119,150],"position":[8,111],"by":[9,101],"using":[10,73],"model":[11],"reference":[12],"adaptive":[13],"system":[14,137],"(MRAS)":[15],"with":[16,37,103],"multilayer":[17],"perceptron":[18],"(MLP)":[19],"for":[20,32,43,68],"PMSM":[21,42],"sensorless":[22],"control":[23],"are":[24],"presented.":[25],"Conventional":[26],"controller":[27,31,105,133],"which":[28,53],"is":[29,54,82,99],"PI":[30,49,104,132],"adaptation":[33],"scheme":[34],"still":[35],"hunger":[36],"high":[38],"accuracy":[39],"information":[40],"low":[44],"region.":[46],"Based":[47],"on":[48],"controller,":[50],"the":[51,86,92,96,108,125,131],"MLP":[52,71,93],"more":[55],"well-known":[56],"about":[57],"their":[58],"learning":[59],"efficiency":[60],"performance.":[62],"This":[63],"paper":[64],"proposes":[65],"a":[66],"method":[67,98],"training":[69],"an":[70],"network":[72],"Particles":[74],"Swarm":[75],"Optimization":[76],"(PSO)":[77],"called":[78],"MLP-PSO.":[79],"The":[80],"PSO":[81],"used":[83],"to":[84],"find":[85],"optimum":[87],"weights":[88],"biases":[90],"in":[91,106,134],"network.":[94],"Finally,":[95],"proposed":[97],"evaluated":[100],"comparing":[102],"controlling":[107],"PMSM.":[113],"Simulation":[114],"results":[115,129],"under":[116],"various":[117],"load":[120],"conditions":[121],"has":[122],"shown":[123],"that":[124],"MLP-PSO":[126],"achieved":[127],"well":[128],"than":[130],"terms":[135],"parameter":[138],"such":[139],"as":[140],"rise":[141],"time":[142,145],"(Tr),":[143],"settling":[144],"(Ts),":[146],"percent":[147],"overshoot":[148],"(%OS),":[149],"root":[151],"mean":[152],"square":[153],"error":[154],"(RMSE).":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
