Remaining useful life prediction of lithium-ion batteries based on Monte Carlo Dropout and gated recurrent unit
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
General Energy
Reference36 articles.
1. Review of energy storage services, applications, limitations, and benefits;Ahmed;Energy Rep.,2020
2. Remaining useful life prediction for lithium-ion battery by combining an improved particle filter with sliding-window gray model;Chen;Energy Rep.,2020
3. Remaining useful life prediction and state of health diagnosis of lithium-ion battery based on second-order central difference particle filter;Chen;IEEE Access,2020
4. A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction;Cheng;J. Power Sources,2019
5. Lithium-ion battery state of health monitoring and remaining useful life prediction based on support vector regression-particle filter;Dong;J. Power Sources,2014
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