{"id":"https://openalex.org/W4386073909","doi":"https://doi.org/10.3390/s23177331","title":"Federated Learning for Predictive Maintenance and Anomaly Detection Using Time Series Data Distribution Shifts in Manufacturing Processes","display_name":"Federated Learning for Predictive Maintenance and Anomaly Detection Using Time Series Data Distribution Shifts in Manufacturing Processes","publication_year":2023,"publication_date":"2023-08-22","ids":{"openalex":"https://openalex.org/W4386073909","doi":"https://doi.org/10.3390/s23177331","pmid":"https://pubmed.ncbi.nlm.nih.gov/37687787"},"language":"en","primary_location":{"id":"doi:10.3390/s23177331","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177331","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7331/pdf?version=1692706459","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/17/7331/pdf?version=1692706459","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063079597","display_name":"Jisu Ahn","orcid":"https://orcid.org/0009-0004-9910-4412"},"institutions":[{"id":"https://openalex.org/I4210148737","display_name":"CHA University","ror":"https://ror.org/04yka3j04","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210148737","https://openalex.org/I4405258985"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jisu Ahn","raw_affiliation_strings":["AI Research Center, Gfyhealth, 20 Pangyo-ro, Bundang-gu, Seongnam-si 13488, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"AI Research Center, Gfyhealth, 20 Pangyo-ro, Bundang-gu, Seongnam-si 13488, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I4210148737"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070852574","display_name":"Younjeong Lee","orcid":"https://orcid.org/0009-0007-7180-5876"},"institutions":[{"id":"https://openalex.org/I4210148737","display_name":"CHA University","ror":"https://ror.org/04yka3j04","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210148737","https://openalex.org/I4405258985"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Younjeong Lee","raw_affiliation_strings":["AI Research Center, Gfyhealth, 20 Pangyo-ro, Bundang-gu, Seongnam-si 13488, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;"],"affiliations":[{"raw_affiliation_string":"AI Research Center, Gfyhealth, 20 Pangyo-ro, Bundang-gu, Seongnam-si 13488, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I4210148737"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040203164","display_name":"Namji Kim","orcid":"https://orcid.org/0009-0009-9401-254X"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Namji Kim","raw_affiliation_strings":["Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;"],"affiliations":[{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047385980","display_name":"Chanho Park","orcid":"https://orcid.org/0000-0001-8811-5619"},"institutions":[{"id":"https://openalex.org/I4210148737","display_name":"CHA University","ror":"https://ror.org/04yka3j04","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210148737","https://openalex.org/I4405258985"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chanho Park","raw_affiliation_strings":["AI Research Center, Gfyhealth, 20 Pangyo-ro, Bundang-gu, Seongnam-si 13488, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"AI Research Center, Gfyhealth, 20 Pangyo-ro, Bundang-gu, Seongnam-si 13488, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I4210148737"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031383405","display_name":"Jongpil Jeong","orcid":"https://orcid.org/0000-0002-4061-9532"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jongpil Jeong","raw_affiliation_strings":["Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;"],"affiliations":[{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si 16419, Gyeonggi-do, Republic of Korea;","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031383405"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":9.7637,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.98634109,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"17","first_page":"7331","last_page":"7331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14319","display_name":"Currency Recognition and Detection","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/predictive-maintenance","display_name":"Predictive maintenance","score":0.8460334539413452},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7964482307434082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6360185146331787},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5653936266899109},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5561543107032776},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.522676408290863},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5027213096618652},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4434177875518799},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4379805326461792},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4191635251045227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41729050874710083},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.2672705054283142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21995359659194946}],"concepts":[{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.8460334539413452},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7964482307434082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6360185146331787},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5653936266899109},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5561543107032776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.522676408290863},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5027213096618652},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4434177875518799},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4379805326461792},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4191635251045227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41729050874710083},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2672705054283142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21995359659194946},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23177331","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177331","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7331/pdf?version=1692706459","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37687787","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37687787","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10490086","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10490086","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10490086/pdf/sensors-23-07331.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a2addc84aa864af480c766039a8ec2e4","is_oa":true,"landing_page_url":"https://doaj.org/article/a2addc84aa864af480c766039a8ec2e4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 17, p 7331 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/17/7331/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23177331","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 17; Pages: 7331","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23177331","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23177331","pdf_url":"https://www.mdpi.com/1424-8220/23/17/7331/pdf?version=1692706459","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G1135316706","display_name":null,"funder_award_id":"IITP-2023-2018-0-01417","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G1739134435","display_name":null,"funder_award_id":"IITP-","funder_id":"https://openalex.org/F4320324891","funder_display_name":"Iran Telecommunication Research Center"},{"id":"https://openalex.org/G2203846861","display_name":null,"funder_award_id":"the BK21 FOUR","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2884910486","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320322724","funder_display_name":"Ministry of Education, India"},{"id":"https://openalex.org/G30685149","display_name":null,"funder_award_id":"BK21 FOUR","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5562307789","display_name":null,"funder_award_id":"BK21 FOUR","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G8818205549","display_name":null,"funder_award_id":"BK21 FOUR","funder_id":"https://openalex.org/F4320321378","funder_display_name":"Sungkyunkwan University"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321378","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386073909.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2242575341","https://openalex.org/W2472333518","https://openalex.org/W2765602176","https://openalex.org/W2949972936","https://openalex.org/W2969318268","https://openalex.org/W2969677235","https://openalex.org/W2974878855","https://openalex.org/W2991915022","https://openalex.org/W2997330780","https://openalex.org/W3015316773","https://openalex.org/W3015636663","https://openalex.org/W3017233917","https://openalex.org/W3020437557","https://openalex.org/W3086809868","https://openalex.org/W3097060730","https://openalex.org/W3103802018","https://openalex.org/W3131394593","https://openalex.org/W3155912831","https://openalex.org/W3159080474","https://openalex.org/W3161130775","https://openalex.org/W3177095755","https://openalex.org/W3193589553","https://openalex.org/W4220745943","https://openalex.org/W4291366336","https://openalex.org/W4292084264","https://openalex.org/W4320024067","https://openalex.org/W4320036691","https://openalex.org/W4323894723","https://openalex.org/W4362660919","https://openalex.org/W4363647298","https://openalex.org/W4366978835","https://openalex.org/W4367598334","https://openalex.org/W4382204526","https://openalex.org/W6751494907","https://openalex.org/W6786061324","https://openalex.org/W6800074567"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"In":[0,37,96,127],"the":[1,110,132,137,140,157,178],"manufacturing":[2,67],"process,":[3],"equipment":[4,35],"failure":[5],"is":[6,84],"directly":[7],"related":[8],"to":[9,45,108,135,170],"productivity,":[10],"so":[11],"predictive":[12,32,48,64,122,175],"maintenance":[13,33,49,65,123,176],"plays":[14],"a":[15,55,72,79,101,161],"very":[16],"important":[17],"role.":[18],"Industrial":[19],"parks":[20],"are":[21],"distributed,":[22],"and":[23,63,78,93,117,121,147],"data":[24,92,116],"heterogeneity":[25],"exists":[26],"among":[27],"heterogeneous":[28],"equipment,":[29],"which":[30,83,166],"makes":[31],"of":[34,66,113,139,142,164],"challenging.":[36],"this":[38,51,97,128],"paper,":[39,98,129],"we":[40,99,130],"propose":[41,54],"two":[42],"main":[43],"techniques":[44],"enable":[46],"effective":[47,85],"in":[50,86,177],"environment.":[52],"We":[53],"1DCNN-Bilstm":[56],"model":[57,70],"for":[58,173],"time":[59,90,114,148],"series":[60,91,115,149],"anomaly":[61,119,150],"detection":[62,120,151],"processes.":[68],"The":[69],"combines":[71],"1D":[73],"convolutional":[74],"neural":[75],"network":[76],"(1DCNN)":[77],"bidirectional":[80],"LSTM":[81],"(Bilstm),":[82],"extracting":[87],"features":[88],"from":[89],"detecting":[94],"anomalies.":[95],"combine":[100],"federated":[102,144],"learning":[103,145],"framework":[104,159],"with":[105],"these":[106],"models":[107],"consider":[109],"distributional":[111],"shifts":[112],"perform":[118],"based":[124],"on":[125],"them.":[126],"utilize":[131],"pump":[133],"dataset":[134],"evaluate":[136],"performance":[138],"combination":[141],"several":[143],"frameworks":[146],"models.":[152],"Experimental":[153],"results":[154],"show":[155],"that":[156],"proposed":[158],"achieves":[160],"test":[162],"accuracy":[163],"97.2%,":[165],"shows":[167],"its":[168],"potential":[169],"be":[171],"utilized":[172],"real-world":[174],"future.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}