{"id":"https://openalex.org/W4388721227","doi":"https://doi.org/10.1109/iecon51785.2023.10312642","title":"Implementation of ANN for PMSM Interturn Short-Circuit Detection in the Embedded System","display_name":"Implementation of ANN for PMSM Interturn Short-Circuit Detection in the Embedded System","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4388721227","doi":"https://doi.org/10.1109/iecon51785.2023.10312642"},"language":"en","primary_location":{"id":"doi:10.1109/iecon51785.2023.10312642","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.vut.cz/bitstreams/bbd634ee-844c-4ad6-8447-e200d95f2e1f/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063841168","display_name":"Mat\u00fa\u0161 Kozovsk\u00fd","orcid":"https://orcid.org/0000-0002-1547-1003"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]},{"id":"https://openalex.org/I1310815967","display_name":"Central European Institute of Technology","ror":"https://ror.org/01p7k1986","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Matus Kozovsky","raw_affiliation_strings":["Central European Institute of Technology, Brno University of Technology,Brno,Czech Republic","Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Central European Institute of Technology, Brno University of Technology,Brno,Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"]},{"raw_affiliation_string":"Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020524081","display_name":"Ludek Buchta","orcid":"https://orcid.org/0000-0002-8954-3495"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]},{"id":"https://openalex.org/I1310815967","display_name":"Central European Institute of Technology","ror":"https://ror.org/01p7k1986","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ludek Buchta","raw_affiliation_strings":["Central European Institute of Technology, Brno University of Technology,Brno,Czech Republic","Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Central European Institute of Technology, Brno University of Technology,Brno,Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"]},{"raw_affiliation_string":"Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058866743","display_name":"Petr Bl\u00e1ha","orcid":"https://orcid.org/0000-0001-5534-2065"},"institutions":[{"id":"https://openalex.org/I1310815967","display_name":"Central European Institute of Technology","ror":"https://ror.org/01p7k1986","country_code":"CZ","type":"education","lineage":["https://openalex.org/I1310815967"]},{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Blaha","raw_affiliation_strings":["Central European Institute of Technology, Brno University of Technology,Brno,Czech Republic","Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Central European Institute of Technology, Brno University of Technology,Brno,Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"]},{"raw_affiliation_string":"Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063841168"],"corresponding_institution_ids":["https://openalex.org/I1310815967","https://openalex.org/I60587646"],"apc_list":null,"apc_paid":null,"fwci":0.1856,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49913852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"52","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9984999895095825,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9787999987602234,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/automotive-industry","display_name":"Automotive industry","score":0.6467360854148865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6188225150108337},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6158766746520996},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.5573950409889221},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5535476803779602},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.54364013671875},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4749569892883301},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4640371799468994},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4226815104484558},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4137803912162781},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.38309594988822937},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29555246233940125}],"concepts":[{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6467360854148865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6188225150108337},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6158766746520996},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.5573950409889221},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5535476803779602},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.54364013671875},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4749569892883301},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4640371799468994},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4226815104484558},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4137803912162781},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.38309594988822937},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29555246233940125},{"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon51785.2023.10312642","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.vut.cz:11012/245226","is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/245226","pdf_url":"https://dspace.vut.cz/bitstreams/bbd634ee-844c-4ad6-8447-e200d95f2e1f/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:dspace.vut.cz:11012/245226","is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/245226","pdf_url":"https://dspace.vut.cz/bitstreams/bbd634ee-844c-4ad6-8447-e200d95f2e1f/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388721227.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1996056654","https://openalex.org/W2741358105","https://openalex.org/W2938828471","https://openalex.org/W3151304249","https://openalex.org/W3213547429","https://openalex.org/W4200252498","https://openalex.org/W4205353506","https://openalex.org/W4285271556","https://openalex.org/W4285784192","https://openalex.org/W4313176733","https://openalex.org/W6699841037","https://openalex.org/W6718695161","https://openalex.org/W6746205125","https://openalex.org/W6754368263","https://openalex.org/W6763823115","https://openalex.org/W6767000612","https://openalex.org/W6768219296","https://openalex.org/W6772543482","https://openalex.org/W6777488977","https://openalex.org/W6785492051","https://openalex.org/W6806504485","https://openalex.org/W6847581496"],"related_works":["https://openalex.org/W4316095964","https://openalex.org/W2383001583","https://openalex.org/W2771395446","https://openalex.org/W2131084560","https://openalex.org/W3112038843","https://openalex.org/W3209836052","https://openalex.org/W4382644535","https://openalex.org/W2088310429","https://openalex.org/W2161641032","https://openalex.org/W3192962470"],"abstract_inverted_index":{"The":[0,51,72,102,118,150],"problem":[1],"of":[2,18,35,39,60,120],"condition":[3],"monitoring":[4],"and":[5,30,47,81,163],"fault":[6,46,145],"detection":[7,89],"in":[8,25,64],"powertrain":[9],"systems":[10,22],"becomes":[11],"more":[12,91],"critical":[13,37],"with":[14,138],"the":[15,26,36,45,97,105,121,139,153,166],"increasing":[16],"use":[17],"fail-operational":[19],"systems.":[20],"These":[21],"are":[23],"essential":[24,154],"automotive":[27,98],"industry,":[28],"robotics,":[29],"other":[31],"industrial":[32],"applications.":[33],"One":[34],"features":[38],"such":[40],"a":[41,54,65],"system":[42],"is":[43,126],"recognizing":[44],"suppressing":[48],"its":[49],"influence.":[50],"paper":[52,73,103,151],"describes":[53],"feed-forward":[55],"artificial":[56,122],"neural":[57,83,107,123],"network-based":[58],"diagnostic":[59],"interturn":[61,87,143],"short-circuit":[62,88,144],"faults":[63],"dual":[66],"three-phase":[67],"permanent":[68,133],"magnet":[69,134],"synchronous":[70,135],"motor.":[71],"focuses":[74],"on":[75,128],"using":[76,146],"multi-layer":[77],"perceptron":[78],"network":[79,84,108],"(MLPN)":[80],"convolutional":[82],"(CNN)":[85],"for":[86],"and,":[90],"importantly,":[92],"their":[93],"real":[94],"implementation":[95,164],"into":[96,165],"AURIX":[99],"TC397":[100],"microcontroller.":[101,167],"presents":[104],"achieved":[106],"inference":[109],"times":[110],"as":[111,113],"well":[112],"data":[114],"preprocessing":[115],"computation":[116],"time.":[117],"behavior":[119],"networks":[124],"(ANNs)":[125],"tested":[127],"an":[129],"experimental":[130],"configurable":[131],"multi-phase":[132],"motor":[136],"(PMSM)":[137],"possibility":[140],"to":[141],"emulate":[142],"prepared":[147],"winding":[148],"taps.":[149],"includes":[152],"aspects":[155],"that":[156],"should":[157],"be":[158],"respected":[159],"during":[160],"ANN":[161],"design":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}