{"id":"https://openalex.org/W4405937537","doi":"https://doi.org/10.1109/iccais63750.2024.10814560","title":"Fault Detection of the Electrical Motors Based 3D Accelerometer Sensor and 1D CNN","display_name":"Fault Detection of the Electrical Motors Based 3D Accelerometer Sensor and 1D CNN","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4405937537","doi":"https://doi.org/10.1109/iccais63750.2024.10814560"},"language":"en","primary_location":{"id":"doi:10.1109/iccais63750.2024.10814560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais63750.2024.10814560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5018362196","display_name":"Truong Quang Vinh","orcid":"https://orcid.org/0000-0002-9085-3247"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truong Quang Vinh","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Vietnam National University - Ho Chi Minh,Faculty of Electrical and Electronics Engineering,Ho Chi Minh city,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Vietnam National University - Ho Chi Minh,Faculty of Electrical and Electronics Engineering,Ho Chi Minh city,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115720574","display_name":"Nguyen Dinh Dien","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Dinh Dien","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Vietnam National University - Ho Chi Minh,Industrial Maintenance Training Center,Ho Chi Minh city,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Vietnam National University - Ho Chi Minh,Industrial Maintenance Training Center,Ho Chi Minh city,Vietnam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109299962","display_name":"D. Quan","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dinh Pham Hong Quan","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Vietnam National University - Ho Chi Minh,Faculty of Electrical and Electronics Engineering,Ho Chi Minh city,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Vietnam National University - Ho Chi Minh,Faculty of Electrical and Electronics Engineering,Ho Chi Minh city,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28182934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.8924000263214111,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.8924000263214111,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8919000029563904,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.8385000228881836,"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/accelerometer","display_name":"Accelerometer","score":0.8378884196281433},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6990196704864502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6046333312988281},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5121772289276123},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.36700439453125},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3660358786582947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24632951617240906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2263147532939911},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.1432276964187622}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8378884196281433},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6990196704864502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046333312988281},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5121772289276123},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.36700439453125},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3660358786582947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24632951617240906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2263147532939911},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.1432276964187622},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais63750.2024.10814560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais63750.2024.10814560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7200000286102295,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1963615790","https://openalex.org/W4293313347","https://openalex.org/W4378549149","https://openalex.org/W4387259421","https://openalex.org/W4391102600"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223","https://openalex.org/W3023105672","https://openalex.org/W4231410700","https://openalex.org/W4237770763"],"abstract_inverted_index":{"In":[0,31],"the":[1,7,55,59,84,98,101],"modern":[2],"industrial":[3],"production":[4],"environment,":[5],"maintaining":[6],"stable":[8],"operation":[9],"of":[10,25,54,83,100],"machines":[11],"is":[12,78,104],"extremely":[13],"important":[14],"to":[15,41,106],"ensure":[16],"performance":[17],"and":[18,23,64,91],"safety.":[19],"Therefore,":[20],"early":[21],"detection":[22,39],"diagnosis":[24],"technical":[26],"problems":[27],"has":[28],"become":[29],"necessary.":[30],"this":[32,34],"context,":[33],"paper":[35],"presents":[36],"a":[37],"fault":[38],"method":[40],"diagnose":[42],"faults":[43],"in":[44],"electrical":[45],"motors":[46,85],"using":[47],"3D":[48],"an":[49],"accelerometer":[50],"sensor.":[51],"Vibration":[52],"data":[53],"motor":[56],"measured":[57],"from":[58],"sensor":[60],"characterizes":[61],"its":[62],"state,":[63],"thus":[65],"it":[66],"can":[67],"indicate":[68],"different":[69],"faults.":[70],"A":[71],"ID":[72],"convolution":[73],"neural":[74],"network":[75],"(CNN)":[76],"model":[77],"proposed":[79,102],"classify":[80],"four":[81],"states":[82],"consisting":[86],"normal,":[87],"bearing":[88],"fault,":[89],"misalignment,":[90],"unbalance.":[92],"The":[93],"experimental":[94],"result":[95],"showed":[96],"that":[97],"accuracy":[99],"algorithm":[103],"up":[105],"99.8%.":[107]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}