{"id":"https://openalex.org/W4405935762","doi":"https://doi.org/10.1109/la-cci62337.2024.10814845","title":"LSTM and Isolation Forest integration for industrial motor failure prediction using vibration analysis","display_name":"LSTM and Isolation Forest integration for industrial motor failure prediction using vibration analysis","publication_year":2024,"publication_date":"2024-11-13","ids":{"openalex":"https://openalex.org/W4405935762","doi":"https://doi.org/10.1109/la-cci62337.2024.10814845"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci62337.2024.10814845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci62337.2024.10814845","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/A5115720176","display_name":"Sarah Zelaya","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sarah Zelaya","raw_affiliation_strings":["Universidad Tecnol&#x00F3;gica de Honduras,Automatizaci&#x00F3;n Industrial,Tegucigalpa,Honduras"],"affiliations":[{"raw_affiliation_string":"Universidad Tecnol&#x00F3;gica de Honduras,Automatizaci&#x00F3;n Industrial,Tegucigalpa,Honduras","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Edil Madrid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edil Madrid","raw_affiliation_strings":["Universidad Tecnol&#x00F3;gica de Honduras,Automatizaci&#x00F3;n Industrial,Comayagua,Honduras"],"affiliations":[{"raw_affiliation_string":"Universidad Tecnol&#x00F3;gica de Honduras,Automatizaci&#x00F3;n Industrial,Comayagua,Honduras","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104234710","display_name":"Luis Loo","orcid":"https://orcid.org/0009-0003-2375-522X"},"institutions":[{"id":"https://openalex.org/I3130110478","display_name":"Universidad Tecnol\u00f3gica de Honduras","ror":"https://ror.org/00j5cb536","country_code":"HN","type":"education","lineage":["https://openalex.org/I3130110478"]}],"countries":["HN"],"is_corresponding":false,"raw_author_name":"Luis Loo","raw_affiliation_strings":["Universidad Tecnol&#x00F3;gica de Honduras,Escuela de Postgrado,San Pedro Sula,Honduras"],"affiliations":[{"raw_affiliation_string":"Universidad Tecnol&#x00F3;gica de Honduras,Escuela de Postgrado,San Pedro Sula,Honduras","institution_ids":["https://openalex.org/I3130110478"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5115720176"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.319,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62157317,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9715999960899353,"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":0.9715999960899353,"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":0.919700026512146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5500121712684631},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.546044647693634},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5159221887588501},{"id":"https://openalex.org/keywords/vibration-isolation","display_name":"Vibration isolation","score":0.4242135286331177},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.11913371086120605},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.053553760051727295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5500121712684631},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.546044647693634},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5159221887588501},{"id":"https://openalex.org/C45799244","wikidata":"https://www.wikidata.org/wiki/Q109968206","display_name":"Vibration isolation","level":3,"score":0.4242135286331177},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.11913371086120605},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.053553760051727295},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/la-cci62337.2024.10814845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci62337.2024.10814845","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2107301166","https://openalex.org/W2776998341","https://openalex.org/W2902511954","https://openalex.org/W2966938419","https://openalex.org/W2968162821","https://openalex.org/W3011602495","https://openalex.org/W3015950022","https://openalex.org/W3020545693","https://openalex.org/W3092012490","https://openalex.org/W3131785880","https://openalex.org/W3161130775","https://openalex.org/W3174295481","https://openalex.org/W3195071730","https://openalex.org/W4287219464","https://openalex.org/W4291366336","https://openalex.org/W4391594619"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2370968855","https://openalex.org/W2250181617","https://openalex.org/W4386223339","https://openalex.org/W2376189587","https://openalex.org/W4384695366","https://openalex.org/W2894254031","https://openalex.org/W2328871180","https://openalex.org/W1593744347"],"abstract_inverted_index":{"This":[0,83],"paper":[1],"explores":[2],"the":[3,36],"integration":[4],"of":[5,90,100],"Long":[6],"Short-Term":[7],"Memory":[8],"(LSTM)":[9],"neural":[10],"networks":[11],"and":[12,46,54,119],"Isolation":[13,64],"Forest":[14,65],"algorithms":[15],"to":[16,44,70],"predict":[17],"failures":[18,96,118],"in":[19,35,51,73,108],"three-phase":[20],"electric":[21],"motors":[22],"at":[23],"a":[24,29],"cement":[25],"plant,":[26],"specifically":[27],"targeting":[28],"hot":[30],"gas":[31],"exhaust":[32],"fan":[33],"used":[34,69],"clinkerization":[37],"process.":[38],"The":[39,63,98],"LSTM":[40],"model":[41],"is":[42,67],"employed":[43],"capture":[45],"analyze":[47],"complex":[48],"temporal":[49],"patterns":[50],"vibration,":[52],"speed,":[53],"power":[55],"data,":[56],"projecting":[57],"future":[58],"values":[59],"with":[60],"high":[61],"accuracy.":[62],"algorithm":[66],"then":[68],"detect":[71],"anomalies":[72],"these":[74,101],"projections":[75],"by":[76],"identifying":[77],"significant":[78,106],"deviations":[79],"from":[80],"normal":[81],"behavior.":[82],"combined":[84],"approach":[85],"allows":[86],"for":[87],"continuous":[88],"monitoring":[89],"equipment,":[91],"enabling":[92,111],"timely":[93,112],"interventions":[94,113],"before":[95],"occur.":[97],"implementation":[99],"machine":[102],"learning":[103],"techniques":[104],"demonstrates":[105],"improvements":[107],"predictive":[109],"accuracy,":[110],"that":[114],"can":[115],"prevent":[116],"critical":[117],"minimize":[120],"downtime.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
