Observability analysis of a Li-ion cell equivalent circuit model based on interval arithmetic

Simone Fasolato,Davide M. Raimondo

2022 IEEE Vehicle Power and Propulsion Conference (VPPC)(2022)

引用 0|浏览2
暂无评分
摘要
States observability is a crucial aspect in the system control and optimization. In the battery modelling context, the equivalent circuit model (ECM) observability is often taken for granted without addressing the impact of input, uncertain parameters, and the choice of the open circuit potential (OCP) fitting function. In this work, a non-linear interval-based approach is adopted to obtain guaranteed observability conditions for the ECM. The analysis shows that different OCP functions, with comparable fit, lead to different result in terms of model observability and there exist state-input combinations potentially non-observable, when the input time derivative and uncertain parameters are considered.
更多
查看译文
关键词
Observability analysis,ECM,Interval arithmetic,Lie derivative,Battery Management System
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要