Efficient Control-Oriented Coupled Electrochemical Thermal Modeling of Li-Ion Cells

Safe and effective exploitation of lithium ion (Li-ion) batteries requires advanced battery management systems. This article proposes a computationally efficient, control-oriented model of a Li-ion cell. The model describes the spatial nature of both the chemical species and temperature dynamics in a computationally efficient way. The method takes advantage of the algebraic structure that arises from the distributed nature of the model. We show that, by discretizing the model partial differential equations with a finite difference method, the coupling equations take a semiseparable structure for which an efficient algebra exists. This approach yields an efficient modeling tool that can be employed to design model-based estimation and control algorithms. The proposed model is validated against a high order computational fluid dynamics model showing accuracy and efficiency.

Automated summary

This article introduces a computationally efficient, control-oriented model of a Li-ion cell that describes both the spatial nature of chemical species and temperature dynamics effectively. The model takes advantage of the distributed nature of the model's algebraic structure, providing an efficient tool for designing model-based estimation and control algorithms. The proposed model is validated against a high order computational fluid dynamics model, demonstrating accuracy and efficiency.