{"id":"https://openalex.org/W2970524810","doi":"https://doi.org/10.1145/3324033.3324042","title":"Detection of Stator Faults in Induction Motors Using Alpha-Beta Transform and Image Analysis","display_name":"Detection of Stator Faults in Induction Motors Using Alpha-Beta Transform and Image Analysis","publication_year":2019,"publication_date":"2019-04-13","ids":{"openalex":"https://openalex.org/W2970524810","doi":"https://doi.org/10.1145/3324033.3324042","mag":"2970524810"},"language":"en","primary_location":{"id":"doi:10.1145/3324033.3324042","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3324033.3324042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 2nd International Conference on Electronics, Communications and Control Engineering","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/A5012006387","display_name":"Edwin M. Lara-Espinoza","orcid":null},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Edwin M. Lara-Espinoza","raw_affiliation_strings":["Universidad de Guanajuato, Departamento de Estudios Multidisciplinarios, Divisi\u00f3n de Ingenier\u00edas, Guanajuato, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guanajuato, Departamento de Estudios Multidisciplinarios, Divisi\u00f3n de Ingenier\u00edas, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074542850","display_name":"Rocio A. Lizarraga-Morales","orcid":"https://orcid.org/0000-0002-3833-0721"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rocio A. Lizarraga-Morales","raw_affiliation_strings":["Universidad de Guanajuato, Departamento de Arte y Empresa, Divisi\u00f3n de Ingenier\u00edas, Guanajuato, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guanajuato, Departamento de Arte y Empresa, Divisi\u00f3n de Ingenier\u00edas, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051680390","display_name":"Luis M. Ledesma-Carrillo","orcid":"https://orcid.org/0000-0002-1794-4652"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis M. Ledesma-Carrillo","raw_affiliation_strings":["Universidad de Guanajuato, Departamento de Estudios Multidisciplinarios, Divisi\u00f3n de Ingenier\u00edas, Guanajuato, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad de Guanajuato, Departamento de Estudios Multidisciplinarios, Divisi\u00f3n de Ingenier\u00edas, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012006387"],"corresponding_institution_ids":["https://openalex.org/I129858807"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0842265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9909999966621399,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/hough-transform","display_name":"Hough transform","score":0.8704025745391846},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.7118567228317261},{"id":"https://openalex.org/keywords/stator","display_name":"Stator","score":0.5505353808403015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5320677757263184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5266318917274475},{"id":"https://openalex.org/keywords/alpha","display_name":"Alpha (finance)","score":0.49729588627815247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4574219286441803},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.43942737579345703},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43714219331741333},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.41908854246139526},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.397537499666214},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3418886661529541},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25931334495544434},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24235233664512634},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07224461436271667}],"concepts":[{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.8704025745391846},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.7118567228317261},{"id":"https://openalex.org/C2776529397","wikidata":"https://www.wikidata.org/wiki/Q190312","display_name":"Stator","level":2,"score":0.5505353808403015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5320677757263184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5266318917274475},{"id":"https://openalex.org/C64943373","wikidata":"https://www.wikidata.org/wiki/Q2651003","display_name":"Alpha (finance)","level":4,"score":0.49729588627815247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4574219286441803},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.43942737579345703},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43714219331741333},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.41908854246139526},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.397537499666214},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3418886661529541},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25931334495544434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24235233664512634},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07224461436271667},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","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},{"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/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.0},{"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3324033.3324042","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3324033.3324042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 2nd International Conference on Electronics, Communications and Control Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W22745672","https://openalex.org/W1983638645","https://openalex.org/W1998169423","https://openalex.org/W2029895480","https://openalex.org/W2031612304","https://openalex.org/W2032880416","https://openalex.org/W2058413893","https://openalex.org/W2063492964","https://openalex.org/W2072378835","https://openalex.org/W2151153384","https://openalex.org/W2151168325","https://openalex.org/W2158499370","https://openalex.org/W2504877529","https://openalex.org/W2541280515","https://openalex.org/W2588965614","https://openalex.org/W4254351269"],"related_works":["https://openalex.org/W2030098947","https://openalex.org/W1974777989","https://openalex.org/W2003466055","https://openalex.org/W2363834444","https://openalex.org/W2070077862","https://openalex.org/W2765199790","https://openalex.org/W2164944168","https://openalex.org/W2326760703","https://openalex.org/W262984167","https://openalex.org/W2386294322"],"abstract_inverted_index":{"In":[0],"the":[1,4,21,27,32,36,42,49,52,56,59,65,73],"present":[2],"work,":[3],"diagnosis":[5],"of":[6,51,61,94],"incipient":[7],"faults":[8],"in":[9,18,45],"three-phase":[10,22],"induction":[11,23],"motors":[12],"is":[13,39,68],"proposed.":[14],"The":[15,88],"system":[16],"consists":[17],"to":[19,26,41,47,72,76],"submit":[20],"motor":[24],"signals":[25],"alpha-beta":[28,37],"transform.":[29],"After":[30],"that,":[31],"pattern":[33],"obtained":[34,63],"from":[35],"transform":[38,44,67],"submitted":[40],"Hough":[43,66],"order":[46],"find":[48],"set":[50,60],"parameters":[53,62],"that":[54],"describe":[55],"pattern.":[57],"Finally,":[58],"by":[64],"used":[69],"as":[70],"input":[71],"KNN":[74],"algorithm":[75],"classify":[77],"into":[78],"three":[79],"groups:":[80],"Not":[81],"fault,":[82,84],"Medium":[83],"and":[85],"Severe":[86],"fault.":[87],"Classifier":[89],"was":[90],"tested":[91],"obtaining":[92],"93.9%":[93],"accuracy.":[95]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}