{"id":"https://openalex.org/W4303710087","doi":"https://doi.org/10.1007/s10462-022-10293-3","title":"Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals","display_name":"Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4303710087","doi":"https://doi.org/10.1007/s10462-022-10293-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-022-10293-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-022-10293-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10293-3.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10293-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014306565","display_name":"Bayu Adhi Tama","orcid":"https://orcid.org/0000-0002-1821-6438"},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bayu Adhi Tama","raw_affiliation_strings":["Department of Information Systems, University of Maryland, Baltimore, MD, 21250, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Maryland, Baltimore, MD, 21250, USA","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010034247","display_name":"Malinda Vania","orcid":"https://orcid.org/0000-0002-1946-0678"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Malinda Vania","raw_affiliation_strings":["Department of Industrial Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea","Industry Intelligentization Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea","institution_ids":["https://openalex.org/I48566637"]},{"raw_affiliation_string":"Industry Intelligentization Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626897","display_name":"Seung\u2010Chul Lee","orcid":"https://orcid.org/0000-0002-1034-1410"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seungchul Lee","raw_affiliation_strings":["Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea","Institute for Convergence Research and Education in Advanced Technology, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Institute for Convergence Research and Education in Advanced Technology, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049525333","display_name":"Sunghoon Lim","orcid":"https://orcid.org/0000-0001-9534-7397"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunghoon Lim","raw_affiliation_strings":["Department of Industrial Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea","Industry Intelligentization Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-9534-7397","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea","institution_ids":["https://openalex.org/I48566637"]},{"raw_affiliation_string":"Industry Intelligentization Institute, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea","institution_ids":["https://openalex.org/I48566637"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100626897"],"corresponding_institution_ids":["https://openalex.org/I123900574","https://openalex.org/I193775966"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":28.5203,"has_fulltext":true,"cited_by_count":287,"citation_normalized_percentile":{"value":0.99919551,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"56","issue":"5","first_page":"4667","last_page":"4709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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":0.987500011920929,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/troubleshooting","display_name":"Troubleshooting","score":0.7916034460067749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7359230518341064},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6740888357162476},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.545877993106842},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5116715431213379},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46014484763145447},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.45507848262786865},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.4458586871623993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4310838282108307},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4288483262062073},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.42554670572280884},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3237600028514862},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.2557671368122101},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13900694251060486},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08545494079589844},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07515120506286621}],"concepts":[{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.7916034460067749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7359230518341064},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6740888357162476},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.545877993106842},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5116715431213379},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46014484763145447},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.45507848262786865},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.4458586871623993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4310838282108307},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4288483262062073},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.42554670572280884},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3237600028514862},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2557671368122101},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13900694251060486},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08545494079589844},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07515120506286621},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10462-022-10293-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-022-10293-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10293-3.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/59910","is_oa":false,"landing_page_url":"https://scholarworks.unist.ac.kr/handle/201301/59910","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ARTICLE"}],"best_oa_location":{"id":"doi:10.1007/s10462-022-10293-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-022-10293-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-022-10293-3.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G1679515847","display_name":null,"funder_award_id":"2020R1A2C1009744","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2901598829","display_name":null,"funder_award_id":"19-CM-GU-01","funder_id":"https://openalex.org/F4320334874","funder_display_name":"Defense Acquisition Program Administration"},{"id":"https://openalex.org/G2995323179","display_name":null,"funder_award_id":"2020R1A2C1009744","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3220667523","display_name":null,"funder_award_id":"2020R1A2C1009744","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G3230906527","display_name":null,"funder_award_id":"20206610100290","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G4349335482","display_name":null,"funder_award_id":"1.220083","funder_id":"https://openalex.org/F4320321348","funder_display_name":"Ulsan National Institute of Science and Technology"},{"id":"https://openalex.org/G4832494676","display_name":null,"funder_award_id":"2020R1A2C1009744","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G6979906352","display_name":null,"funder_award_id":"19-CM-GU-01","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G746651139","display_name":null,"funder_award_id":"20206610100290","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G7866723468","display_name":null,"funder_award_id":"19-CM-GU-01","funder_id":"https://openalex.org/F4320329473","funder_display_name":"Institute of Civil-Military Technology Cooperation"},{"id":"https://openalex.org/G7932235374","display_name":null,"funder_award_id":"2021R1F1A1046416","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8896287674","display_name":null,"funder_award_id":"IBS-R029-C2-001","funder_id":"https://openalex.org/F4320326441","funder_display_name":"Institute for Basic Science"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321348","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320326441","display_name":"Institute for Basic Science","ror":"https://ror.org/00y0zf565"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320329473","display_name":"Institute of Civil-Military Technology Cooperation","ror":null},{"id":"https://openalex.org/F4320334874","display_name":"Defense Acquisition Program Administration","ror":"https://ror.org/04bjg9m96"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4303710087.pdf","grobid_xml":"https://content.openalex.org/works/W4303710087.grobid-xml"},"referenced_works_count":111,"referenced_works":["https://openalex.org/W1169095854","https://openalex.org/W1787224781","https://openalex.org/W1972542348","https://openalex.org/W1973445088","https://openalex.org/W1978961512","https://openalex.org/W1982758166","https://openalex.org/W2004990382","https://openalex.org/W2038907453","https://openalex.org/W2076063813","https://openalex.org/W2078842003","https://openalex.org/W2081965423","https://openalex.org/W2099014915","https://openalex.org/W2116341502","https://openalex.org/W2122482402","https://openalex.org/W2136922672","https://openalex.org/W2157331557","https://openalex.org/W2219903032","https://openalex.org/W2295107390","https://openalex.org/W2324044936","https://openalex.org/W2404692435","https://openalex.org/W2480364715","https://openalex.org/W2485614840","https://openalex.org/W2530133016","https://openalex.org/W2548257861","https://openalex.org/W2562762876","https://openalex.org/W2564938190","https://openalex.org/W2592197581","https://openalex.org/W2593479727","https://openalex.org/W2595657631","https://openalex.org/W2601590138","https://openalex.org/W2608571722","https://openalex.org/W2609427876","https://openalex.org/W2612690371","https://openalex.org/W2612764117","https://openalex.org/W2628062541","https://openalex.org/W2728797517","https://openalex.org/W2733093374","https://openalex.org/W2735326783","https://openalex.org/W2737897717","https://openalex.org/W2738563279","https://openalex.org/W2743669539","https://openalex.org/W2748735168","https://openalex.org/W2765284480","https://openalex.org/W2765317657","https://openalex.org/W2767031373","https://openalex.org/W2767234670","https://openalex.org/W2768753204","https://openalex.org/W2790195878","https://openalex.org/W2801396593","https://openalex.org/W2805975258","https://openalex.org/W2809491030","https://openalex.org/W2892341857","https://openalex.org/W2899283552","https://openalex.org/W2903799412","https://openalex.org/W2904460913","https://openalex.org/W2905833087","https://openalex.org/W2906256948","https://openalex.org/W2908441554","https://openalex.org/W2910070395","https://openalex.org/W2917183295","https://openalex.org/W2919115771","https://openalex.org/W2940491215","https://openalex.org/W2941606269","https://openalex.org/W2944474187","https://openalex.org/W2946208493","https://openalex.org/W2947274212","https://openalex.org/W2962858109","https://openalex.org/W2963793010","https://openalex.org/W2966507006","https://openalex.org/W2966704097","https://openalex.org/W2991521245","https://openalex.org/W2994887188","https://openalex.org/W3001472289","https://openalex.org/W3005486352","https://openalex.org/W3007048760","https://openalex.org/W3011024364","https://openalex.org/W3011475457","https://openalex.org/W3022903699","https://openalex.org/W3029391820","https://openalex.org/W3033043953","https://openalex.org/W3033335985","https://openalex.org/W3034504400","https://openalex.org/W3036719040","https://openalex.org/W3041076719","https://openalex.org/W3042795548","https://openalex.org/W3095073576","https://openalex.org/W3095770430","https://openalex.org/W3100777112","https://openalex.org/W3102554652","https://openalex.org/W3107759795","https://openalex.org/W3108847889","https://openalex.org/W3109842401","https://openalex.org/W3110510730","https://openalex.org/W3111635293","https://openalex.org/W3122347867","https://openalex.org/W3135695944","https://openalex.org/W3152893301","https://openalex.org/W3157039246","https://openalex.org/W3163993681","https://openalex.org/W3169409001","https://openalex.org/W3173964026","https://openalex.org/W3175239808","https://openalex.org/W3175503497","https://openalex.org/W3197165562","https://openalex.org/W4200049650","https://openalex.org/W4221006550","https://openalex.org/W4235594362","https://openalex.org/W4237523859","https://openalex.org/W4244748642","https://openalex.org/W4294215472","https://openalex.org/W6811416509"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W2527510741","https://openalex.org/W2538175343","https://openalex.org/W2495537019","https://openalex.org/W57526933","https://openalex.org/W3195564279","https://openalex.org/W2337958200"],"abstract_inverted_index":{"Abstract":[0],"Vibration":[1,13,33],"measurement":[2],"and":[3,75,97,149],"monitoring":[4],"are":[5,15,112,141],"essential":[6],"in":[7,60,66],"a":[8,67,100,134,150],"wide":[9],"variety":[10,68],"of":[11,29,69,95,123],"applications.":[12],"measurements":[14],"critical":[16],"for":[17,41,81,107],"diagnosing":[18],"industrial":[19],"machinery":[20],"malfunctions":[21],"because":[22,44],"they":[23],"provide":[24,117],"information":[25],"about":[26],"the":[27,30,37],"condition":[28,83],"rotating":[31],"equipment.":[32],"analysis":[34],"is":[35,46],"considered":[36],"most":[38],"effective":[39],"method":[40],"predictive":[42],"maintenance":[43],"it":[45],"used":[47],"to":[48,116],"troubleshoot":[49],"instantaneous":[50],"faults":[51],"as":[52,54],"well":[53],"periodic":[55],"maintenance.":[56],"Numerous":[57,85],"studies":[58,86,104,111],"conducted":[59],"this":[61],"vein":[62],"have":[63],"been":[64],"published":[65,77],"outlets.":[70],"This":[71],"review":[72],"documents":[73],"data-driven":[74],"recently":[76],"deep":[78,124],"learning":[79],"techniques":[80],"vibration-based":[82],"monitoring.":[84],"were":[87,105],"obtained":[88],"from":[89],"two":[90],"reputable":[91],"indexing":[92],"databases,":[93],"Web":[94],"Science":[96],"Scopus.":[98],"Following":[99],"thorough":[101],"review,":[102],"59":[103],"selected":[106,110],"synthesis.":[108],"The":[109],"then":[113],"systematically":[114],"discussed":[115],"researchers":[118],"with":[119],"an":[120],"in-depth":[121],"view":[122],"learning-based":[125],"fault":[126,154],"diagnosis":[127,155],"methods":[128],"based":[129],"on":[130],"vibration":[131],"signals.":[132],"Additionally,":[133],"few":[135],"remarks":[136],"regarding":[137],"future":[138],"research":[139],"directions":[140],"made,":[142],"including":[143],"graph-based":[144],"neural":[145],"networks,":[146],"physics-informed":[147],"ML,":[148],"transformer":[151],"convolutional":[152],"network-based":[153],"method.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":52},{"year":2025,"cited_by_count":120},{"year":2024,"cited_by_count":83},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}