{"id":"https://openalex.org/W4405936663","doi":"https://doi.org/10.1109/la-cci62337.2024.10814776","title":"Bringing Bearing Fault Detection to Embedded Systems Using Low-Cost Machine Learning Techniques","display_name":"Bringing Bearing Fault Detection to Embedded Systems Using Low-Cost Machine Learning Techniques","publication_year":2024,"publication_date":"2024-11-13","ids":{"openalex":"https://openalex.org/W4405936663","doi":"https://doi.org/10.1109/la-cci62337.2024.10814776"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci62337.2024.10814776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci62337.2024.10814776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","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/A5053860206","display_name":"Nat\u00e1lia Teixeira","orcid":null},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Natalia S. Teixeira","raw_affiliation_strings":["University of Brasilia,Faculty of Gama, Electronics Engineering Undergraduate Program,Brasilia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"University of Brasilia,Faculty of Gama, Electronics Engineering Undergraduate Program,Brasilia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009981183","display_name":"M. A. Pastrana","orcid":null},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M. A. Pastrana","raw_affiliation_strings":["University of Brasilia,Department of Mechanical Engineering, Mechatronics Graduate Program,Brasilia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"University of Brasilia,Department of Mechanical Engineering, Mechatronics Graduate Program,Brasilia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063276012","display_name":"Henrique G. Moura","orcid":"https://orcid.org/0000-0001-5975-653X"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique G. Moura","raw_affiliation_strings":["University of Brasilia,Faculty of Gama, Automotive Engineering Undergraduate Program,Brasilia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"University of Brasilia,Faculty of Gama, Automotive Engineering Undergraduate Program,Brasilia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050811383","display_name":"Daniel M. Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-9219-6463"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel M. Mu\u00f1oz","raw_affiliation_strings":["University of Brasilia,Department of Mechanical Engineering, Mechatronics Graduate Program,Brasilia,DF,Brazil"],"affiliations":[{"raw_affiliation_string":"University of Brasilia,Department of Mechanical Engineering, Mechatronics Graduate Program,Brasilia,DF,Brazil","institution_ids":["https://openalex.org/I150729083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053860206"],"corresponding_institution_ids":["https://openalex.org/I150729083"],"apc_list":null,"apc_paid":null,"fwci":0.4928,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72832849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9563999772071838,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9563999772071838,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9484999775886536,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.921999990940094,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6866660118103027},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6690379977226257},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.640586256980896},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.424574613571167},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3822137415409088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34802016615867615},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3444996476173401},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2294500470161438},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.06645801663398743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866660118103027},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6690379977226257},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.640586256980896},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.424574613571167},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3822137415409088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34802016615867615},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3444996476173401},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2294500470161438},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.06645801663398743},{"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":1,"locations":[{"id":"doi:10.1109/la-cci62337.2024.10814776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci62337.2024.10814776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","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":19,"referenced_works":["https://openalex.org/W1968558925","https://openalex.org/W2071618510","https://openalex.org/W2123610156","https://openalex.org/W2137647341","https://openalex.org/W2744338514","https://openalex.org/W2776998341","https://openalex.org/W2792762571","https://openalex.org/W3200557187","https://openalex.org/W4310110516","https://openalex.org/W4365508783","https://openalex.org/W6643258245","https://openalex.org/W6655389680","https://openalex.org/W6726094830","https://openalex.org/W6772900221","https://openalex.org/W6778324892","https://openalex.org/W6786990900","https://openalex.org/W6860032452","https://openalex.org/W6861075207","https://openalex.org/W6861116950"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W4311624988","https://openalex.org/W2061308401","https://openalex.org/W4232403546","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Vibration":[0],"analysis":[1],"is":[2,89],"crucial":[3],"for":[4,29,44,58],"predictive":[5],"maintenance":[6],"of":[7,52,85,94],"bearing":[8],"systems,":[9],"aiming":[10],"to":[11],"reduce":[12],"costs":[13],"and":[14,26,55,62],"prevent":[15],"failures.":[16],"This":[17,80],"paper":[18],"investigates":[19],"signal":[20,53],"processing":[21,54],"techniques":[22],"such":[23],"as":[24,87],"FFTs":[25],"Hilbert":[27],"Transforms":[28],"fault":[30,45,60],"diagnosis,":[31],"alongside":[32],"decision":[33,92],"tree":[34],"models,":[35],"particularly":[36],"the":[37,41,50],"J48":[38],"algorithm":[39],"within":[40],"WEKA":[42],"environment,":[43],"classification.":[46],"The":[47],"study":[48],"emphasizes":[49],"integration":[51],"machine":[56],"learning":[57],"effective":[59],"diagnosis":[61],"maintenance.":[63],"Notably,":[64],"a":[65],"classification":[66],"model":[67,81],"with":[68],"low":[69],"computational":[70],"cost":[71],"has":[72],"been":[73],"chosen,":[74],"facilitating":[75],"implementation":[76],"in":[77],"embedded":[78],"systems.":[79],"also":[82],"offers":[83],"interpretability":[84],"outputs,":[86],"it":[88],"based":[90],"on":[91],"trees":[93],"frequency":[95],"components":[96],"obtained":[97],"through":[98],"preprocessing.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}