A Comparative Study of Three Improved Algorithms Based on Particle Filter Algorithms in SOC Estimation of Lithium Ion Batteries
The state of charge (SOC) is an important parameter for batteries, especially those for electric vehicles. Since SOC cannot be obtained directly by measurement, SOC estimation methods are required. In this paper, three model-based methods, including the extended particle filter (EPF), cubature parti...
| Main Authors: | , , , , , , , , |
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| 格式: | 文件 |
| 语言: | English |
| 出版: |
MDPI AG
2017-08-01
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| 丛编: | Energies |
| 主题: | |
| 在线阅读: | https://www.mdpi.com/1996-1073/10/8/1149 |