电池(电)
多物理
计算机科学
MATLAB语言
荷电状态
电池组
健康状况
汽车工程
模拟
控制工程
功率(物理)
工程类
有限元法
物理
操作系统
结构工程
量子力学
作者
Marcello Torchio,Lalo Magni,R. Bhushan Gopaluni,Richard D. Braatz,Davide M. Raimondo
摘要
Consumer electronics, wearable and personal health devices, power networks, microgrids, and hybrid electric vehicles (HEVs) are some of the many applications of lithium-ion batteries. Their optimal design and management are important for safe and profitable operations. The use of accurate mathematical models can help in achieving the best performance. This article provides a detailed description of a finite volume method (FVM) for a pseudo-two-dimensional (P2D) Li-ion battery model suitable for the development of model-based advanced battery management systems. The objectives of this work are to provide: (i) a detailed description of the model formulation, (ii) a parametrizable Matlab framework for battery design, simulation, and control of Li-ion cells or battery packs, (iii) a validation of the proposed numerical implementation with respect to the COMSOL MultiPhysics commercial software and the Newman's DUALFOIL code, and (iv) some demonstrative simulations involving thermal dynamics, a hybrid charge-discharge cycle emulating the throttle of an HEV, a model predictive control of state of charge, and a battery pack simulation.
科研通智能强力驱动
Strongly Powered by AbleSci AI