{"id":"https://openalex.org/W2567835188","doi":"https://doi.org/10.1109/iecon.2016.7793911","title":"Rotor position estimator based on machine learning","display_name":"Rotor position estimator based on machine learning","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2567835188","doi":"https://doi.org/10.1109/iecon.2016.7793911","mag":"2567835188"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2016.7793911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","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/A5082079477","display_name":"Zaatar Makni","orcid":"https://orcid.org/0000-0001-5142-4020"},"institutions":[{"id":"https://openalex.org/I220619192","display_name":"Valeo (France)","ror":"https://ror.org/04ryqpf83","country_code":"FR","type":"company","lineage":["https://openalex.org/I220619192"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zaatar Makni","raw_affiliation_strings":["Valeo Group Electronic Expertise and Development Services (GEEDS), Cr\u00e9teil, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valeo Group Electronic Expertise and Development Services (GEEDS), Cr\u00e9teil, France","institution_ids":["https://openalex.org/I220619192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005065354","display_name":"Wided Zine","orcid":"https://orcid.org/0000-0002-5785-8636"},"institutions":[{"id":"https://openalex.org/I220619192","display_name":"Valeo (France)","ror":"https://ror.org/04ryqpf83","country_code":"FR","type":"company","lineage":["https://openalex.org/I220619192"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wided Zine","raw_affiliation_strings":["Valeo Power Train Systems (PTS), Electronics product group (PEL), Cergy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valeo Power Train Systems (PTS), Electronics product group (PEL), Cergy, France","institution_ids":["https://openalex.org/I220619192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I220619192"],"apc_list":null,"apc_paid":null,"fwci":0.93,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.79268801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"6687","last_page":"6692"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9983999729156494,"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":0.9983999729156494,"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/T10320","display_name":"Neural Networks and Applications","score":0.9909999966621399,"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/T13093","display_name":"Electric Power Systems and Control","score":0.9829000234603882,"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/estimator","display_name":"Estimator","score":0.7542898654937744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5789734125137329},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.5786746740341187},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.5526922345161438},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5302151441574097},{"id":"https://openalex.org/keywords/position-sensor","display_name":"Position sensor","score":0.5114299654960632},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4942808151245117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4881223142147064},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4688231647014618},{"id":"https://openalex.org/keywords/synchronous-motor","display_name":"Synchronous motor","score":0.44267532229423523},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40770965814590454},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3822768032550812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29815757274627686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10309502482414246},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07721784710884094}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7542898654937744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5789734125137329},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.5786746740341187},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.5526922345161438},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5302151441574097},{"id":"https://openalex.org/C29258643","wikidata":"https://www.wikidata.org/wiki/Q2937669","display_name":"Position sensor","level":3,"score":0.5114299654960632},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4942808151245117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4881223142147064},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4688231647014618},{"id":"https://openalex.org/C71376005","wikidata":"https://www.wikidata.org/wiki/Q845675","display_name":"Synchronous motor","level":2,"score":0.44267532229423523},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40770965814590454},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3822768032550812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29815757274627686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10309502482414246},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07721784710884094},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical 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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon.2016.7793911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314006","display_name":"Conseil d\u00e9partemental du Val-d'Oise","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1571836963","https://openalex.org/W1843975611","https://openalex.org/W1964357740","https://openalex.org/W1988790447","https://openalex.org/W2006201325","https://openalex.org/W2040893926","https://openalex.org/W2080708194","https://openalex.org/W2097163384","https://openalex.org/W2110269031","https://openalex.org/W2116255624","https://openalex.org/W2125702392","https://openalex.org/W2153635508","https://openalex.org/W2167559458","https://openalex.org/W2170991439","https://openalex.org/W2395238154","https://openalex.org/W4253371564","https://openalex.org/W6634328444","https://openalex.org/W6711756513"],"related_works":["https://openalex.org/W3014804091","https://openalex.org/W2159171226","https://openalex.org/W2388036287","https://openalex.org/W2365056057","https://openalex.org/W2216340136","https://openalex.org/W2348849128","https://openalex.org/W2150746938","https://openalex.org/W2353992260","https://openalex.org/W2351162215","https://openalex.org/W1515722635"],"abstract_inverted_index":{"As":[0],"considered":[1],"in":[2],"this":[3],"study,":[4],"machine":[5,136,147],"learning":[6,38,148],"is":[7,41,111,129],"a":[8,26,115,132],"field":[9],"of":[10,28,48,85,92,123,142,157],"artificial":[11],"intelligence":[12],"which":[13,110],"provides":[14],"computation":[15],"algorithms":[16],"without":[17],"explicit":[18],"programming.":[19],"The":[20,52,78,127],"calculation":[21],"rules":[22],"are":[23],"learned":[24],"from":[25],"set":[27],"data":[29],"that":[30],"associates":[31],"the":[32,35,45,56,66,83,90,93,103,124,139,154,158],"inputs":[33],"to":[34,43,59,69,73,96,113,119],"outputs.":[36],"Machine":[37],"based":[39,149],"estimator":[40,53,128,150],"developed":[42,130],"predict":[44],"rotor":[46,71,97],"position":[47,72,98],"an":[49,143],"electrical":[50],"machine.":[51,159],"requires":[54],"only":[55],"phase":[57],"currents":[58],"be":[60],"measured.":[61],"An":[62],"off-line":[63],"training":[64],"makes":[65],"model":[67],"learn":[68],"associate":[70],"each":[74],"instantaneous":[75],"current":[76,86],"measurement.":[77],"estimation":[79,104],"precision":[80],"depends":[81],"on":[82,89,138],"quality":[84],"measurements":[87],"and":[88],"effectiveness":[91],"training.":[94],"Compared":[95],"acquired":[99],"using":[100],"mechanical":[101,125],"sensor,":[102],"error":[105],"doesn't":[106],"exceed":[107],"few":[108],"percents":[109],"enough":[112],"implement":[114],"sensorless":[116],"control":[117],"or":[118],"make":[120],"safe":[121],"redundancy":[122],"sensor.":[126],"for":[131],"permanent":[133],"magnets":[134],"synchronous":[135],"used":[137],"power":[140],"train":[141],"electric":[144],"vehicle.":[145],"Potentially,":[146],"can":[151],"cover":[152],"all":[153],"speed/torque":[155],"range":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}