{"id":"https://openalex.org/W2571019150","doi":"https://doi.org/10.1109/iecon.2016.7793019","title":"Intelligent systems applied on the estimation of bearing faults in inverter-fed induction motors","display_name":"Intelligent systems applied on the estimation of bearing faults in inverter-fed induction motors","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2571019150","doi":"https://doi.org/10.1109/iecon.2016.7793019","mag":"2571019150"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2016.7793019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","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/A5068962961","display_name":"Wagner Fontes Godoy","orcid":"https://orcid.org/0000-0003-2517-8051"},"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"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"W. F. Godoy","raw_affiliation_strings":["Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1 Corn\u00e9lio Proc\u00f3nio-PR., CEP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1 Corn\u00e9lio Proc\u00f3nio-PR., CEP, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051861974","display_name":"Rodrigo Henrique Cunha Pal\u00e1cios","orcid":"https://orcid.org/0000-0002-2538-2493"},"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"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"R. H. C. Palacios","raw_affiliation_strings":["Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, CEP 86300-000, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, CEP 86300-000, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074469154","display_name":"Ivan Nunes da Silva","orcid":"https://orcid.org/0000-0002-1296-5454"},"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"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"I. N. da Silva","raw_affiliation_strings":["Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1 Corn\u00e9lio Proc\u00f3nio-PR., CEP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1 Corn\u00e9lio Proc\u00f3nio-PR., CEP, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056135301","display_name":"Alessandro Goedtel","orcid":"https://orcid.org/0000-0001-7978-6664"},"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"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A. Goedtel","raw_affiliation_strings":["Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1 Corn\u00e9lio Proc\u00f3nio-PR., CEP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1 Corn\u00e9lio Proc\u00f3nio-PR., CEP, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090354560","display_name":"P. P. D. da Silva","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"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"P. P. D. da Silva","raw_affiliation_strings":["Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, CEP 86300-000, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Electrical and Computing Engineering, Federal University of Technology - Paran\u00e1, Corn\u00e9lio Proc\u00f3pio, CEP 86300-000, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.27,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63285811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"16","issue":null,"first_page":"1507","last_page":"1512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","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/induction-motor","display_name":"Induction motor","score":0.8698676228523254},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6280385255813599},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.6145212054252625},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.5969898700714111},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5606532096862793},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5430336594581604},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5335569381713867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5217467546463013},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5175880193710327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48109978437423706},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4463125467300415},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.4344692826271057},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4176270067691803},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4121983051300049},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3925965428352356},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33214032649993896},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08515071868896484},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.0670749843120575}],"concepts":[{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.8698676228523254},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6280385255813599},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.6145212054252625},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5969898700714111},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5606532096862793},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5430336594581604},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5335569381713867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5217467546463013},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5175880193710327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48109978437423706},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4463125467300415},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.4344692826271057},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4176270067691803},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4121983051300049},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3925965428352356},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33214032649993896},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08515071868896484},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0670749843120575},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon.2016.7793019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323339","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748"},{"id":"https://openalex.org/F4320324953","display_name":"Universidade Federal do Paran\u00e1","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1506281249","https://openalex.org/W1512098439","https://openalex.org/W1965930833","https://openalex.org/W1970292128","https://openalex.org/W1972904341","https://openalex.org/W2010369708","https://openalex.org/W2014526686","https://openalex.org/W2023459309","https://openalex.org/W2044933329","https://openalex.org/W2051160918","https://openalex.org/W2074496836","https://openalex.org/W2092231214","https://openalex.org/W2115673943","https://openalex.org/W2139853183","https://openalex.org/W2140190241","https://openalex.org/W2166280719","https://openalex.org/W2174821818","https://openalex.org/W2191482051","https://openalex.org/W2203168896","https://openalex.org/W2219903032","https://openalex.org/W2343580727","https://openalex.org/W2977045031","https://openalex.org/W4239875977"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W2367891013","https://openalex.org/W2007108787","https://openalex.org/W2004189302","https://openalex.org/W2084837496","https://openalex.org/W1644808516","https://openalex.org/W2103570580","https://openalex.org/W3196220745","https://openalex.org/W2951960179","https://openalex.org/W2552620304"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"approach":[4,105],"based":[5],"on":[6],"intelligent":[7],"systems":[8],"for":[9,75],"the":[10,53,76,91],"classification":[11,79],"and":[12,32,39,69,78,110],"diagnosis":[13,77],"of":[14,30,80],"bearing":[15,81,111],"fault":[16],"evolution":[17],"in":[18,46,90,113],"inverter-fed":[19,114],"induction":[20,42,115],"motors,":[21],"operating":[22],"at":[23],"steady":[24],"state":[25],"under":[26],"a":[27],"wide":[28],"range":[29],"frequencies":[31],"load":[33],"torque.":[34],"Due":[35],"to":[36,95],"its":[37],"robustness":[38],"low":[40],"cost,":[41],"motors":[43],"are":[44,73,93],"used":[45,74],"various":[47],"industrial":[48],"applications.":[49],"In":[50],"this":[51,97,104],"work,":[52],"classifiers":[54],"Fuzzy":[55],"Artmap":[56],"(FAM),":[57],"Support":[58],"Vector":[59],"Machine":[60],"-":[61],"Sequential":[62],"Minimal":[63],"Optimization":[64],"(SVM/SMO),":[65],"k-Nearest":[66],"Neighbours":[67],"(k-NN)":[68],"Multilayer":[70],"Perceptron":[71],"(MLP)":[72],"faults.":[82],"Results":[83],"obtained":[84,100],"from":[85],"1173":[86],"experimental":[87],"tests":[88],"collected":[89],"laboratory":[92],"presented":[94],"validate":[96],"proposal.":[98],"The":[99],"results":[101],"shows":[102],"that":[103],"can":[106],"accurately":[107],"classify":[108],"healthy":[109],"defects":[112],"motors.":[116]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
