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Knowledge enhanced ensemble method for remaining useful life prediction under variable working conditions
期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 242, 页码: 13
作者:
Li, Yuan
;
Li, Jingwei
;
Wang, Huanjie
;
Liu, Chengbao
;
Tan, Jie
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Remaining useful life
Ensemble learning
Attention mechanism
Convolutional neural network
Transfer learning
Linear correlation between state-of-health and incremental state-of-charge in Li-ion batteries and its application to SoH evaluation
期刊论文
ELECTROCHIMICA ACTA, 2022, 卷号: 434, 页码: 10
作者:
Wen JC(温济慈)
;
Zou,Qingrong
;
Chen CG(陈春光)
;
Wei YJ(魏宇杰)
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  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
State -of -health evaluation
State -of -charge
Lithium -ion battery
Incremental capacity curve
Sliding voltage window
Tool wear estimation and life prognostics in milling: Model extension and generalization
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 卷号: 155
作者:
Zhang, Yu
;
Zhu, Kunpeng
;
Duan, Xianyin
;
Li, Si
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  |  
浏览/下载:50/0
  |  
提交时间:2021/04/26
Milling
Tool wear modeling and monitoring
Adjustable coefficients
Generalization
Genetic algorithm
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
Particle filtering based remaining useful life prediction for electromagnetic coil insulation
期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 2, 页码: 1-14
作者:
Guo HF(郭海丰)
;
Xu AD(徐皑冬)
;
Wang K(王锴)
;
Sun Y(孙越)
;
Han XJ(韩晓佳)
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  |  
浏览/下载:13/0
  |  
提交时间:2021/01/30
insulation degradation
insulation failure
inter-turn short
resonant frequency
PF
prognostics
Uncertainty quantification of bearing remaining useful life based on convolutional neural network
会议论文
Canberra, Australia, 2020-12
作者:
Wang Huanjie
;
Bai Xiwei
;
Tan, Jie
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/05/31
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
A multi-scale hybrid degradation index for proton exchange membrane fuel cells
期刊论文
JOURNAL OF POWER SOURCES, 2019, 卷号: 437, 页码: 13
作者:
Liu, Hao
;
Chen, Jian
;
Hissel, Daniel
;
Hou, Ming
;
Shao, Zhigang
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2019/12/02
Degradation index
Proton exchange membrane fuel cells
Electrochemical surface area
Membrane thickness
Switching State-Space Degradation Model With Recursive Filter/Smoother for Prognostics of Remaining Useful Life
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 页码: 822-832
作者:
Peng, Yizhen
;
Wang, Yu
;
Zi, Yanyang
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  |  
浏览/下载:14/0
  |  
提交时间:2019/11/19
remaining useful life (RUL)
switching state-space model
prognostics
rao-blackwellized particle filter (RBPF)
Degradation
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