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北京航空航天大学 [5]
自动化研究所 [5]
沈阳自动化研究所 [4]
西安交通大学 [3]
合肥物质科学研究院 [2]
大连理工大学 [1]
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期刊论文 [19]
会议论文 [3]
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2023 [2]
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2021 [3]
2020 [3]
2019 [4]
2018 [2]
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Aero-Engine Remaining Useful Life Estimation Based on CAE-TCN Neural Networks
期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 1, 页码: 15
作者:
Ren, Guanghao
;
Wang, Yun
;
Shi, Zhenyun
;
Zhang, Guigang
;
Jin, Feng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/02/22
remaining useful life estimation
aero-engine
convolutional autoencoder
temporal convolutional network
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者:
Qing Xu
;
Min Wu
;
Edwin Khoo
;
Zhenghua Chen
;
Xiaoli Li
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/01/03
Deep learning
early prediction
lithium-ion battery
remaining useful life (RUL)
An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 907-921
作者:
Zhenan Pang
;
Xiaosheng Si
;
Changhua Hu
;
Zhengxin Zhang
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  |  
浏览/下载:45/0
  |  
提交时间:2022/04/24
Expectation-maximization (EM)
hidden degradation state
Kalman filter (KF)
remaining useful life (RUL)
unit-to-unit variability
A Switching Hidden Semi-Markov Model for Degradation Process and Its Application to Time-Varying Tool Wear Monitoring
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17
作者:
Liu, Tongshun
;
Zhu, Kunpeng
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/03/15
Condition monitoring
degradation process
remaining useful life (RUL)
switching hidden semi-Markov model (SHSMM)
tool wear monitoring (TWM)
Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1345-1354
作者:
Ruihua Jiao
;
Kaixiang Peng
;
Jie Dong
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  |  
浏览/下载:27/0
  |  
提交时间:2021/06/11
Hot strip mill
prognostics and health management (PHM)
recurrent neural network (RNN)
remaining useful life (RUL)
roller management
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
作者:
Chuang Chen
;
Ningyun Lu
;
Bin Jiang
;
Cunsong Wang
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  |  
浏览/下载:49/0
  |  
提交时间:2021/04/09
Long short-term memory (LSTM) network
predictive maintenance
remaining useful life (RUL) estimation
risk-averse adaptation
support vector regression (SVR)
Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 18(SI), 页码: 14347-14358
作者:
Bai, Jian-Ming
;
Zhao, Guang-She
;
Rong, Hai-Jun
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  |  
浏览/下载:17/0
  |  
提交时间:2020/11/02
Remaining useful life (RUL)
Aero-engines
Extreme learning machine (ELM)
A method for degradation prediction based on Hidden Semi-Markov models with mixture of Kernels
期刊论文
Computers in Industry, 2020, 卷号: 122, 页码: 1-13
作者:
Yang TJ(杨天吉)
;
Zheng ZY(郑泽宇)
;
Qi L(亓亮)
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  |  
浏览/下载:4/0
  |  
提交时间:2020/08/29
Prognostics and health management
Remaining useful lifetime
Hidden semi-Markov models
Kernel method approximationa
Empirical Mode Decomposition and Temporal Convolutional Networks for Remaining Useful Life Estimation
期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020, 卷号: 48, 期号: 1, 页码: 61-79
作者:
Yang, Wensi
;
Yao QF(么庆丰)
;
Ye KJ(叶可江)
;
Xu CZ(须成忠)
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/30
Convolutional neural networks
Empirical mode decomposition
Remaining useful life
Reliability
An Adaptive Prognostic Approach Incorporating Inspection Influence for Deteriorating Systems
期刊论文
IEEE Transactions on Reliability, 2019, 卷号: 68, 页码: 302-316
作者:
Zhang, Zheng-Xin
;
Si, Xiao-Sheng
;
Hu, Chang-Hua
;
Hu, Xiao-Xiang
;
Sun, Guo-Xi
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/11/19
Adaptation models
Degradation
Degradation modeling
Estimation
expectation maximization (EM) algorithm
first hitting time (FHT)
Gyroscopes
Inspection
Monte Carlo simulation
remaining useful life (RUL)
Schedules
Stress
Wiener process
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