A comparison study of centralized and decentralized federated learning approaches utilizing the transformer architecture for estimating remaining useful life
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Safety, Risk, Reliability and Quality
Reference41 articles.
1. Long short-term memory for machine remaining life prediction;Zhang;J Manuf Syst,2018
2. Prognostics and Health Management (PHM): where are we and where we (need to) go in theory and practice;Zio;Reliab Eng Syst Saf,2022
3. A novel scheme for accurate remaining useful life prediction for industrial IoTs by using deep neural network;Pektas;Int J Artif Intell Appl (IJAIA),2018
4. ‘Distance self-attention network method for remaining useful life estimation of aeroengine with parallel computing;Xia;Reliab Eng Syst Saf,2022
5. Empirical convergence analysis of Federated Averaging for failure prognosis;Dhada;IFAC PapersOnLine,2020
Cited by 23 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A contemporary survey of recent advances in federated learning: Taxonomies, applications, and challenges;Internet of Things;2024-10
2. Slow feature-based feature fusion methodology for machinery similarity-based prognostics;ISA Transactions;2024-09
3. A Wiener-process-inspired semi-stochastic filtering approach for prognostics;Reliability Engineering & System Safety;2024-09
4. GPT-based equipment remaining useful life prediction;ACM Turing Award Celebration Conference 2024;2024-07-05
5. Feature structured domain adaptation for quality prediction of cross working conditions in industrial processes;Journal of Manufacturing Systems;2024-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3