A novel deep learning method based on attention mechanism for bearing remaining useful life prediction
Author:
Funder
National Natural Science Foundation of China
National Science and Technology Major Project of China
Publisher
Elsevier BV
Subject
Software
Reference45 articles.
1. Condition monitoring and fault diagnosis of planetary gearboxes: A review;Lei;Measurement,2014
2. Probabilistic frequency-domain discrete wavelet transform for better detection of bearing faults in induction motors;Ghods;Neurocomputing,2016
3. An enhanced diagnostic scheme for bearing condition monitoring;Liu;IEEE Trans. Instrum. Meas.,2010
4. Rotating speed isolation and its application to rolling element bearing fault diagnosis under large speed variation conditions;Wang;J. Sound Vib.,2015
5. Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data;Jia;Mech. Syst. Signal Process.,2016
Cited by 254 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. Exploring spatio-temporal dynamics for enhanced wind turbine condition monitoring;Mechanical Systems and Signal Processing;2025-01
2. Residual-based adversarial feature decoupling for remaining useful life prediction of aero-engines under variable operating conditions;Expert Systems with Applications;2024-12
3. GRU-AE-wiener: A generative adversarial network assisted hybrid gated recurrent unit with Wiener model for bearing remaining useful life estimation;Mechanical Systems and Signal Processing;2024-11
4. Temporal learning in predictive health management using channel-spatial attention-based deep neural networks;Advanced Engineering Informatics;2024-10
5. Remaining useful life prediction of rolling bearings based on time convolutional network and transformer in parallel;Measurement Science and Technology;2024-09-05
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