{"id":"https://openalex.org/W2817115250","doi":"https://doi.org/10.1109/i2mtc.2018.8409719","title":"Detection of broken bars on induction motors using MODWT","display_name":"Detection of broken bars on induction motors using MODWT","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2817115250","doi":"https://doi.org/10.1109/i2mtc.2018.8409719","mag":"2817115250"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc.2018.8409719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2018.8409719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5112697604","display_name":"M\u00f3nica L\u00f3pez-Hern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Monica Lopez-Hernandez","raw_affiliation_strings":["Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010423760","display_name":"Jose Rangel\u2010Magdaleno","orcid":"https://orcid.org/0000-0003-2785-5060"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Rangel-Magdaleno","raw_affiliation_strings":["Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032036781","display_name":"Hayde Peregrina\u2010Barreto","orcid":"https://orcid.org/0000-0002-8623-091X"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hayde Peregrina-Barreto","raw_affiliation_strings":["Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084917273","display_name":"Juan Manuel Ram\u00edrez-Cort\u00e9s","orcid":"https://orcid.org/0000-0002-8515-2489"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Ramirez-Cortes","raw_affiliation_strings":["Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Optica y Electronica, Instituto Nacional de Astrofisica, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112697604"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.3679,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59462998,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9894999861717224,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9891999959945679,"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/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.8016045093536377},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.6101701855659485},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.6076804399490356},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.5785165429115295},{"id":"https://openalex.org/keywords/bar","display_name":"Bar (unit)","score":0.558184027671814},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5558710694313049},{"id":"https://openalex.org/keywords/second-generation-wavelet-transform","display_name":"Second-generation wavelet transform","score":0.5197343826293945},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.49887609481811523},{"id":"https://openalex.org/keywords/continuous-wavelet-transform","display_name":"Continuous wavelet transform","score":0.4705040156841278},{"id":"https://openalex.org/keywords/harmonic-wavelet-transform","display_name":"Harmonic wavelet transform","score":0.4538619816303253},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.45206886529922485},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4439780116081238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43054455518722534},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.42387065291404724},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.41885778307914734},{"id":"https://openalex.org/keywords/stationary-wavelet-transform","display_name":"Stationary wavelet transform","score":0.41682493686676025},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38654837012290955},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3266963064670563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3181701898574829},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29706335067749023},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.2580825090408325},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2034032642841339},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1760070025920868},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.16831839084625244},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10979261994361877},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10222485661506653},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06638935208320618}],"concepts":[{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.8016045093536377},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.6101701855659485},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.6076804399490356},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.5785165429115295},{"id":"https://openalex.org/C188721877","wikidata":"https://www.wikidata.org/wiki/Q103510","display_name":"Bar (unit)","level":2,"score":0.558184027671814},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5558710694313049},{"id":"https://openalex.org/C111350171","wikidata":"https://www.wikidata.org/wiki/Q7443700","display_name":"Second-generation wavelet transform","level":5,"score":0.5197343826293945},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.49887609481811523},{"id":"https://openalex.org/C95722684","wikidata":"https://www.wikidata.org/wiki/Q2622756","display_name":"Continuous wavelet transform","level":5,"score":0.4705040156841278},{"id":"https://openalex.org/C1109138","wikidata":"https://www.wikidata.org/wiki/Q3280930","display_name":"Harmonic wavelet transform","level":5,"score":0.4538619816303253},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.45206886529922485},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4439780116081238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43054455518722534},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.42387065291404724},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.41885778307914734},{"id":"https://openalex.org/C73339587","wikidata":"https://www.wikidata.org/wiki/Q1375942","display_name":"Stationary wavelet transform","level":5,"score":0.41682493686676025},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38654837012290955},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3266963064670563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3181701898574829},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29706335067749023},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2580825090408325},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2034032642841339},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1760070025920868},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.16831839084625244},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10979261994361877},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10222485661506653},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06638935208320618},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc.2018.8409719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2018.8409719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1582484699","https://openalex.org/W1959533371","https://openalex.org/W2111488948","https://openalex.org/W2125669699","https://openalex.org/W2170547958","https://openalex.org/W2271370785","https://openalex.org/W2735682211","https://openalex.org/W4298352105"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W2088723847","https://openalex.org/W1588899229","https://openalex.org/W1967182499","https://openalex.org/W2023142747","https://openalex.org/W1889651196","https://openalex.org/W2101997086","https://openalex.org/W4205424440","https://openalex.org/W2094847008","https://openalex.org/W1973592186"],"abstract_inverted_index":{"Broken":[0],"bars":[1],"are":[2,140],"one":[3,98,118],"of":[4,36,54,62],"the":[5,27,34,39,43,49,52,59,63,72,95,102,125,135],"most":[6],"common":[7],"faults":[8],"in":[9,38,58,101],"induction":[10],"motors.":[11],"Current":[12],"and":[13,19,56,81,87,97],"vibration":[14,122],"signals":[15,37],"have":[16],"been":[17],"studied":[18],"analyzed":[20],"with":[21,121,132],"diverse":[22],"mathematical":[23],"tool,":[24],"such":[25,84],"as":[26,85,91],"Fast":[28],"Fourier":[29],"Transform":[30,45,77,138],"(FFT)":[31],"that":[32,47],"allows":[33],"analysis":[35],"frequency":[40,55],"domain,":[41],"or":[42],"Wavelet":[44,76,137],"(WT)":[46],"performs":[48],"analysis,":[50],"maintaining":[51],"characteristics":[53],"time":[57],"transient":[60],"state":[61],"signals.":[64,123],"In":[65],"this":[66,107],"paper":[67],"we":[68],"propose":[69],"to":[70,93,116,134],"use":[71],"Maximal":[73],"Overlap":[74],"Discrete":[75,136],"(MODWT)":[78],"wavelet":[79],"coefficients":[80],"statistical":[82],"parameters":[83],"entropy":[86],"standard":[88],"deviation":[89],"(STD)":[90],"classifiers":[92],"determine":[94],"half":[96,129],"broken":[99,119,130],"bar":[100,120,131],"Induction":[103],"Motor":[104],"(IM).":[105],"Following":[106],"proposal,":[108],"classification":[109,126],"percentages":[110,127],"higher":[111],"than":[112],"95%":[113],"were":[114],"achieved":[115],"detect":[117],"Also":[124],"for":[128],"respect":[133],"(DWT)":[139],"exceeded.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}