{"id":"https://openalex.org/W4283722104","doi":"https://doi.org/10.1109/codit55151.2022.9804105","title":"Neural Network Approach for E-Motor Development","display_name":"Neural Network Approach for E-Motor Development","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4283722104","doi":"https://doi.org/10.1109/codit55151.2022.9804105"},"language":"en","primary_location":{"id":"doi:10.1109/codit55151.2022.9804105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804105","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doi.org/10.1109/codit55151.2022.9804105","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077394955","display_name":"Majid Pourkarimi","orcid":"https://orcid.org/0000-0002-9294-2454"},"institutions":[{"id":"https://openalex.org/I74897591","display_name":"Marmara University","ror":"https://ror.org/02kswqa67","country_code":"TR","type":"education","lineage":["https://openalex.org/I74897591"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Majid Pourkarimi","raw_affiliation_strings":["Marmara University,Mechatronics Engineering Department,Istanbul,Turkey","Mechatronics Engineering Department, Marmara University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Marmara University,Mechatronics Engineering Department,Istanbul,Turkey","institution_ids":["https://openalex.org/I74897591"]},{"raw_affiliation_string":"Mechatronics Engineering Department, Marmara University, Istanbul, Turkey","institution_ids":["https://openalex.org/I74897591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046661493","display_name":"U\u011fur Demir","orcid":"https://orcid.org/0000-0001-7557-3637"},"institutions":[{"id":"https://openalex.org/I74897591","display_name":"Marmara University","ror":"https://ror.org/02kswqa67","country_code":"TR","type":"education","lineage":["https://openalex.org/I74897591"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ugur Demir","raw_affiliation_strings":["Marmara University,Mechatronics Engineering Department,Istanbul,Turkey","Mechatronics Engineering Department, Marmara University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Marmara University,Mechatronics Engineering Department,Istanbul,Turkey","institution_ids":["https://openalex.org/I74897591"]},{"raw_affiliation_string":"Mechatronics Engineering Department, Marmara University, Istanbul, Turkey","institution_ids":["https://openalex.org/I74897591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014065169","display_name":"Mustafa Caner Ak\u00fcner","orcid":"https://orcid.org/0000-0001-8397-3454"},"institutions":[{"id":"https://openalex.org/I74897591","display_name":"Marmara University","ror":"https://ror.org/02kswqa67","country_code":"TR","type":"education","lineage":["https://openalex.org/I74897591"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Caner Akuner","raw_affiliation_strings":["Marmara University,Mechatronics Engineering Department,Istanbul,Turkey","Mechatronics Engineering Department, Marmara University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Marmara University,Mechatronics Engineering Department,Istanbul,Turkey","institution_ids":["https://openalex.org/I74897591"]},{"raw_affiliation_string":"Mechatronics Engineering Department, Marmara University, Istanbul, Turkey","institution_ids":["https://openalex.org/I74897591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077394955"],"corresponding_institution_ids":["https://openalex.org/I74897591"],"apc_list":null,"apc_paid":null,"fwci":1.2808,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75590808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1091","last_page":"1095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10278","display_name":"Electric Motor Design and Analysis","score":0.9998999834060669,"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/T10278","display_name":"Electric Motor Design and Analysis","score":0.9998999834060669,"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":0.9944999814033508,"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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/artificial-neural-network","display_name":"Artificial neural network","score":0.6854870319366455},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.6467071175575256},{"id":"https://openalex.org/keywords/electric-motor","display_name":"Electric motor","score":0.5509896278381348},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.5289475917816162},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5286741256713867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5278518199920654},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5032767653465271},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.48883241415023804},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.32943135499954224},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3209497332572937},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3092632293701172},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.21191570162773132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18724223971366882},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1590527594089508},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09185224771499634}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6854870319366455},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.6467071175575256},{"id":"https://openalex.org/C176871988","wikidata":"https://www.wikidata.org/wiki/Q72313","display_name":"Electric motor","level":2,"score":0.5509896278381348},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.5289475917816162},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5286741256713867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5278518199920654},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5032767653465271},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.48883241415023804},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.32943135499954224},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3209497332572937},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3092632293701172},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.21191570162773132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18724223971366882},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1590527594089508},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09185224771499634},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/codit55151.2022.9804105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804105","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:openaccess.marmara.edu.tr:11424/290705","is_oa":true,"landing_page_url":"http://doi.org/10.1109/codit55151.2022.9804105","pdf_url":null,"source":{"id":"https://openalex.org/S7407055305","display_name":"Marmara University Open Access System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:openaccess.marmara.edu.tr:11424/290705","is_oa":true,"landing_page_url":"http://doi.org/10.1109/codit55151.2022.9804105","pdf_url":null,"source":{"id":"https://openalex.org/S7407055305","display_name":"Marmara University Open Access System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4099999964237213,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1485286033","https://openalex.org/W1552505253","https://openalex.org/W1966845491","https://openalex.org/W2024918515","https://openalex.org/W2034144917","https://openalex.org/W2037600830","https://openalex.org/W2053914269","https://openalex.org/W2064571818","https://openalex.org/W2103633644","https://openalex.org/W2122385763","https://openalex.org/W2143754924","https://openalex.org/W2162039043","https://openalex.org/W2421611690","https://openalex.org/W2498870152","https://openalex.org/W2619237261","https://openalex.org/W2789876780","https://openalex.org/W2789952880","https://openalex.org/W2884734315","https://openalex.org/W2912603971","https://openalex.org/W2999650510","https://openalex.org/W3040450703","https://openalex.org/W3132839802","https://openalex.org/W3179069671","https://openalex.org/W3194682267","https://openalex.org/W6680980369","https://openalex.org/W6717722537","https://openalex.org/W6738639534","https://openalex.org/W6800946596"],"related_works":["https://openalex.org/W2141801573","https://openalex.org/W2042858286","https://openalex.org/W2186534316","https://openalex.org/W1899929387","https://openalex.org/W2289064120","https://openalex.org/W2104509673","https://openalex.org/W1660662692","https://openalex.org/W778881360","https://openalex.org/W1748556730","https://openalex.org/W2047779624"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"the":[3,36,43,64,81,93,103,120,126,143,150,154,158,176,181,188,204,214,220,233,245],"development":[4],"of":[5,23,38,133,187,206,235],"electric":[6,14,51,54,58],"motor":[7,66,130,183,193,221],"design":[8,87,99,110,131,160,189],"optimization":[9],"methods":[10],"and":[11,53,63,80,97,117,173,211,238],"algorithms":[12],"for":[13,32],"vehicles,":[15],"which":[16],"have":[17],"become":[18],"widespread":[19],"as":[20,50,138],"a":[21,166,198,207],"result":[22],"energy":[24],"policies,":[25],"is":[26,61,84,195],"discussed.":[27],"The":[28,129,191,228],"rapidly":[29],"increasing":[30],"need":[31],"micro":[33],"transportation":[34,47],"within":[35],"scope":[37],"small":[39],"cities":[40],"has":[41],"increased":[42],"interest":[44],"in":[45,92,107,114,119,142,157,163,185,225,241],"short-range":[46],"vehicles":[48],"such":[49],"bicycles":[52],"scooters.":[55],"Therefore,":[56],"an":[57],"scooter":[59],"model":[60,169],"considered":[62],"desired":[65],"requirements":[67],"are":[68,78,89,112,136,161,223],"determined":[69],"by":[70,101],"analyzing":[71],"its":[72],"dynamic":[73],"model.":[74],"Then,":[75,149],"IPM":[76,86],"topologies":[77],"investigated":[79],"appropriate":[82,104,121,171,182],"topology":[83],"decided.":[85],"parameters":[88],"dealt":[90],"with":[91,125,153,170,203,244],"ANSYS":[94,115,215,226],"RMXprt":[95,116],"environment,":[96],"all":[98,134],"combinations":[100],"selecting":[102],"test":[105],"matrix":[106],"Taguchi's":[108],"experiment":[109],"method":[111],"modeled":[113],"logged":[118],"file":[122],"format":[123,141,145,202],"together":[124],"obtained":[127,155],"results.":[128],"models":[132],"experiments":[135],"saved":[137],"the.":[139],"png":[140],"aspect":[144],"to":[146,213],"be":[147],"determined.":[148],"labeled":[151],"pictures":[152],"results":[156,234],"experimental":[159],"trained":[162,177,246],"MATLAB":[164],"on":[165],"neural":[167,178,247],"network":[168,179,248],"input":[172],"output.":[174],"Thereafter,":[175],"derives":[180],"geometry":[184,194,239],"terms":[186],"requirements.":[190],"derived":[192],"converted":[196],"into":[197],"2D":[199],"technical":[200],"drawing":[201],"help":[205],"package":[208],"program":[209],"(Img2CAD)":[210],"uploaded":[212],"Maxwell":[216],"environment.":[217],"To":[218],"assess":[219],"performance":[222],"performed":[224],"Maxwell.":[227],"proposed":[229],"methodology":[230],"shows":[231],"that":[232],"parameter":[236],"estimation":[237],"generation":[240],"solution":[242],"space":[243],"give":[249],"sufficient":[250],"performance.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
