{"id":"https://openalex.org/W7125652108","doi":"https://doi.org/10.1109/access.2026.3657711","title":"Decision Support System for Diagnosing Broken Rotor Bar Severity in Induction Motors","display_name":"Decision Support System for Diagnosing Broken Rotor Bar Severity in Induction Motors","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7125652108","doi":"https://doi.org/10.1109/access.2026.3657711"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3657711","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3657711","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3657711","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082365098","display_name":"Narco Afonso Ravazzoli Maciejewski","orcid":"https://orcid.org/0000-0002-0835-3500"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Narco Afonso Ravazzoli Maciejewski","raw_affiliation_strings":["Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0835-3500","affiliations":[{"raw_affiliation_string":"Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003422934","display_name":"Cec\u00edlia Pagnozzi do Nascimento","orcid":"https://orcid.org/0000-0003-3436-9028"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cecilia Pagnozzi do Nascimento","raw_affiliation_strings":["Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3436-9028","affiliations":[{"raw_affiliation_string":"Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123818971","display_name":"L. Gremonini","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Gremonini","raw_affiliation_strings":["Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0009-0004-0234-0348","affiliations":[{"raw_affiliation_string":"Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123813114","display_name":"B. A. T. Iamamura","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bruno Akihiro Tanno Iamamura","raw_affiliation_strings":["Electrical Engineering Department, Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1956-6181","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123806396","display_name":"A. P. B. S. Ferreira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"\u00c2ngela Paula Barbosa Da Silva Ferreira","raw_affiliation_strings":["CeDRI, SusTEC, Instituto Polit&#x00E9;cnico de Bragan&#x00E7;a (IPB), Bragan&#x00E7;a, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-1912-2556","affiliations":[{"raw_affiliation_string":"CeDRI, SusTEC, Instituto Polit&#x00E9;cnico de Bragan&#x00E7;a (IPB), Bragan&#x00E7;a, Portugal","institution_ids":["https://openalex.org/I4210092303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123799765","display_name":"J. P. A. Bastos","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Pedro Assump\u00e7\u00e3o Bastos","raw_affiliation_strings":["Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9288-133X","affiliations":[{"raw_affiliation_string":"Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123802785","display_name":"U. J. Dreyer","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Uilian Jos\u00e9 Dreyer","raw_affiliation_strings":["Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9720-4410","affiliations":[{"raw_affiliation_string":"Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123817503","display_name":"T. P. M. Bazzo","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]},{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago De Paula Machado Bazzo","raw_affiliation_strings":["Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4033-748X","affiliations":[{"raw_affiliation_string":"Post-Graduate Program on Energy Systems (PPGSE), Universidade Tecnol&#x00F3;gica Federal do Paran&#x00E1; (UTFPR), Curitiba, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I52418104"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10296079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"16751","last_page":"16773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.5789999961853027,"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":0.5789999961853027,"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/T11602","display_name":"Magnetic Bearings and Levitation Dynamics","score":0.05209999904036522,"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/T10504","display_name":"Sensorless Control of Electric Motors","score":0.015799999237060547,"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/sideband","display_name":"Sideband","score":0.8453999757766724},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.7142999768257141},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6262000203132629},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.5892999768257141},{"id":"https://openalex.org/keywords/bar","display_name":"Bar (unit)","score":0.5591999888420105},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.48249998688697815},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4650999903678894},{"id":"https://openalex.org/keywords/harmonic","display_name":"Harmonic","score":0.430400013923645}],"concepts":[{"id":"https://openalex.org/C2776499502","wikidata":"https://www.wikidata.org/wiki/Q2267009","display_name":"Sideband","level":3,"score":0.8453999757766724},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.7142999768257141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6632000207901001},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6262000203132629},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.5892999768257141},{"id":"https://openalex.org/C188721877","wikidata":"https://www.wikidata.org/wiki/Q103510","display_name":"Bar (unit)","level":2,"score":0.5591999888420105},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.48249998688697815},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.430400013923645},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.42239999771118164},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.4194999933242798},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4124999940395355},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C131770355","wikidata":"https://www.wikidata.org/wiki/Q876215","display_name":"Harmonic analysis","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2937999963760376},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27559998631477356},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2702000141143799},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.25}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3657711","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3657711","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:52503176f1d948978ed6add660d71a2f","is_oa":false,"landing_page_url":"https://doaj.org/article/52503176f1d948978ed6add660d71a2f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 16751-16773 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3657711","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3657711","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1968283081","https://openalex.org/W1989847423","https://openalex.org/W2071846694","https://openalex.org/W2098039475","https://openalex.org/W2118445084","https://openalex.org/W2125331357","https://openalex.org/W2132265582","https://openalex.org/W2132383137","https://openalex.org/W2136869815","https://openalex.org/W2143615450","https://openalex.org/W2166219441","https://openalex.org/W2488793338","https://openalex.org/W2504877529","https://openalex.org/W2582337578","https://openalex.org/W2788448322","https://openalex.org/W2804476865","https://openalex.org/W2891656332","https://openalex.org/W2920967174","https://openalex.org/W2969279494","https://openalex.org/W2990247380","https://openalex.org/W2995144806","https://openalex.org/W3003236688","https://openalex.org/W3016553789","https://openalex.org/W3018957240","https://openalex.org/W3035858564","https://openalex.org/W3037901364","https://openalex.org/W3088306047","https://openalex.org/W3144487762","https://openalex.org/W4205946151","https://openalex.org/W4206651094","https://openalex.org/W4220656704","https://openalex.org/W4300167556","https://openalex.org/W4307547339","https://openalex.org/W4309605670","https://openalex.org/W4311989711","https://openalex.org/W4323796271","https://openalex.org/W4387013375","https://openalex.org/W4387789735","https://openalex.org/W4391584172","https://openalex.org/W4392908591","https://openalex.org/W4396878688","https://openalex.org/W4401510550","https://openalex.org/W4401749248","https://openalex.org/W4402123745","https://openalex.org/W4403278196","https://openalex.org/W4403510632","https://openalex.org/W4404563397","https://openalex.org/W4405112562","https://openalex.org/W4407900688","https://openalex.org/W4415719301","https://openalex.org/W7107873015"],"related_works":[],"abstract_inverted_index":{"Unexpected":[0],"failures":[1],"in":[2,9,47,71],"induction":[3,49],"motors":[4],"can":[5,20],"cause":[6],"serious":[7],"disturbances":[8],"production":[10],"lines,":[11],"leading":[12],"to":[13,167,250],"significant":[14],"financial":[15],"losses.":[16],"Fortunately,":[17],"incipient":[18],"faults":[19,70],"often":[21,218],"be":[22],"predicted":[23],"before":[24],"they":[25],"evolve":[26],"into":[27,181],"critical":[28],"failures,":[29],"allowing":[30],"for":[31,42,60,243,257],"preventive":[32],"maintenance.":[33],"This":[34,261],"paper":[35],"presents":[36],"an":[37],"intelligent":[38],"decision":[39,173,178],"support":[40,174],"system":[41,77,175],"diagnosing":[43],"broken":[44,55],"bar":[45],"severity":[46],"three-phase":[48],"motors,":[50],"identifying":[51,86],"the":[52,72,79,82,87,92,96,107,110,129,133,163,172,183,189,205,210,219,237,240],"number":[53],"of":[54,81,109,132,198,209],"bars.":[56],"A":[57],"well-established":[58],"technique":[59],"fault":[61,246],"diagnosis":[62],"is":[63,217,248],"Motor":[64],"Current":[65],"Signal":[66],"Analysis,":[67],"which":[68],"identifies":[69],"frequency":[73],"domain.":[74],"The":[75],"proposed":[76],"advances":[78],"state":[80],"art":[83],"by":[84,179],"automatically":[85],"best":[88,130],"sideband":[89,131,208],"that":[90,193,204],"indicates":[91],"defect":[93],"and":[94,127,155,187,267,276],"choosing":[95],"minimum":[97],"required":[98,242],"signal":[99],"acquisition":[100,191],"time.":[101],"Whereas":[102],"most":[103,220],"recent":[104],"studies":[105],"pre-select":[106],"sidebands":[108,230],"fundamental,":[111,134],"<inline-formula>":[112,118,135,140,145,150,156,211],"<tex-math":[113,119,136,141,146,151,157,212],"notation=\"LaTeX\">$5^{\\mathrm":[114,142],"{th}}$":[115,121,143,148,153,159],"</tex-math></inline-formula>,":[116,139,144,149,154],"or":[117,253],"notation=\"LaTeX\">$7^{\\mathrm":[120,147],"</tex-math></inline-formula>":[122,160,215],"harmonics,":[123,161],"this":[124,177],"study":[125],"analyses":[126],"uses":[128],"notation=\"LaTeX\">$3^{\\mathrm":[137,213],"{rd}}$":[138,214],"notation=\"LaTeX\">$9^{\\mathrm":[152],"notation=\"LaTeX\">$11^{\\mathrm":[158],"considering":[162],"first":[164,206],"three":[165],"sidebands,":[166],"improve":[168],"detection":[169,247],"accuracy.":[170,233],"Moreover,":[171],"makes":[176],"taking":[180],"account":[182],"motor":[184],"load":[185,226,238],"condition":[186],"sets":[188],"shortest":[190],"time":[192,241],"ensures":[194],"a":[195],"significance":[196],"level":[197],"less":[199],"than":[200],"5%.":[201],"Results":[202],"show":[203,231],"left":[207],"harmonic":[216],"effective":[221],"indicator,":[222],"except":[223],"during":[224],"low":[225],"conditions,":[227],"when":[228],"other":[229],"superior":[232],"In":[234],"addition,":[235],"as":[236],"increases,":[239],"reliable":[244],"frequency-based":[245],"reduced":[249],"15":[251],"periods,":[252],"0.25":[254],"s,":[255],"suitable":[256],"loads":[258],"above":[259],"37.5%.":[260],"capability":[262],"enables":[263],"near":[264],"real-time":[265],"applications":[266],"dynamic":[268],"predictive":[269],"maintenance":[270],"strategies,":[271],"aligning":[272],"with":[273],"Industry":[274],"4.0":[275],"industrial":[277],"digitalization":[278],"paradigms.":[279]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-26T00:00:00"}
