A comparative study of equivalent circuit models for Li-ion batteries

作者：Hu, Xiaosong^*; Li, Shengbo; Peng, Huei

来源：Journal of Power Sources, 2012, 198: 359-367.

DOI：10.1016/j.jpowsour.2011.10.013

• Equivalent circuit battery models
• Battery management systems
• Li-ion battery
• Particle swarm optimization

This paper presents a comparative study of twelve equivalent circuit models for Li-ion batteries. These twelve models were selected from state-of-the-art lumped models reported in the literature. The test data used is obtained from a battery test system with a climate chamber. The test schedule is designed to measure key cell attributes under highly dynamical excitations. The datasets were collected from two types of Li-ion cells under three different temperatures. The multi-swarm particle swarm optimization algorithm is used to identify the optimal model parameters for the two types of Li-ion cells. The usefulness of these models is then studied through a comprehensive evaluation by examining model complexity, model accuracy, and robustness of the model by applying the model to datasets obtained from other cells of the same chemistry type.

• 出版日期2012-1-15
• 单位北京理工大学