Cai, Long, and Ralph E. White. 2009. “Reduction of Model Order Based on Proper Orthogonal Decomposition for Lithium-Ion Battery Simulations”. Journal of The Electrochemical Society 156 (3): A154.
Abstract
Areduced-order model ROM is developed using proper orthogonal decomposition POD for a physics-based lithium-ion battery model. The methodology to obtain the proper orthogonal modes and to analyze their optimality is included. The POD-based ROM for a lithium-ion battery is used to simulate a charge/discharge process and the behavior of a battery pack. Compared to the physics-based model, the computational time to solve the ROM is significantly less, and the two models show excellent agreement.
Last updated on 09/07/2023