Novel SoH Estimation of Electric Vehicle Battery Using Transformer Model

Author:

Jeon Junsik,Lim Wansu

Funder

National Research Foundation of Korea

Publisher

The Korean Society of Automotive Engineers

Reference10 articles.

1. A Study on Battery SOC Estimation by Regenerative Braking in Electric Vehicles

2. Design of Unscented Kalman Filter with Gated Recurrent Units-based Battery Model for SOC Estimation

3. J. Kim, H. Chun, J. Yu, S. Han, J. Lee and T. Lee, “SoH Estimation of Li-ion Batteries based on Multilayer Perceptron,” KSAE Spring Conference Proceedings, pp.1129-1130, 2019.

4. J. Kim, C. Park and T. Kwon, “Development of SOC Algorithm,” KSAE Spring Conference Proceedings, pp.1527-1532, 2012.

5. Joint SoC and SoH Estimation for Zinc–Nickel Single-Flow Batteries

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