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Journals
International Journal of Applied Mathematics and Computer Science
Volume 34 (2024): Issue 1 (March 2024)
Open Access
Remaining Useful Life Prediction of a Lithium–Ion Battery Based on a Temporal Convolutional Network with Data Extension
Jing Zhao
Jing Zhao
,
Dayong Liu
Dayong Liu
and
Lingshuai Meng
Lingshuai Meng
| Mar 26, 2024
International Journal of Applied Mathematics and Computer Science
Volume 34 (2024): Issue 1 (March 2024)
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Published Online:
Mar 26, 2024
Page range:
105 - 117
Received:
Mar 15, 2023
Accepted:
Nov 13, 2023
DOI:
https://doi.org/10.61822/amcs-2024-0008
Keywords
lithium-ion battery
,
remaining useful life
,
complete EEMD with adaptive noise
,
temporal convolutional net
© 2024 Jing Zhao et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
Jing Zhao
Shenyang Institute of Automation, Chinese Academy of Sciences
Shenyang, China
Institute of Robotics and Intelligent Manufacturing, Chinese Academy of Sciences
Shenyang, China
Dayong Liu
Shenyang Institute of Automation, Chinese Academy of Sciences
Shenyang, China
University of the Chinese Academy of Sciences
Beijing, China
Lingshuai Meng
Shenyang Institute of Automation, Chinese Academy of Sciences
Shenyang, China
University of the Chinese Academy of Sciences
Beijing, China