Simulated Solar Assisted Battery Management System with Fuzzy Temperature Control, Flyback Converter Active Cell Balancing Circuit and Coulomb Counting SoC Estimation Method using MATLAB Simulink

Jason Cris A. Pelayo, Stephen Jireh V. Tan, Paulyn Sophia D. Yu, G. Magwili, F. Cruz
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引用次数: 2

Abstract

This paper presents a simulated Battery Management System or BMS design with fuzzy temperature control, active cell balancing, and state of charge estimation using the coulomb counting method to increase system runtime and safely optimize battery usage of a lithium-ion battery pack as these types of batteries are highly used for modern electric vehicles which are increasing in current market demand. The simulation software used is MATLAB Simulink and the system is taking charging inputs from a 220VAC in the charging process while in the discharging process, the solar panel will act as the input for charging. The simulation results show that the features mentioned earlier positively impact the system in doing its intended outcome and benefits by comparing the systems with and with the aforementioned features. Furthermore, Mean Absolute Percentage Error or MAPE was used to determine the reliability of the SoC estimation as compared to the True SoC.
基于MATLAB Simulink的基于模糊温度控制、反激变换器有源电池平衡电路和库仑计数SoC估计方法的太阳能辅助电池管理仿真系统
本文提出了一种模拟电池管理系统(BMS)设计,该系统具有模糊温度控制、主动电池平衡和使用库仑计数法的充电状态估计,以增加系统运行时间并安全优化锂离子电池组的电池使用,因为这些类型的电池在当前市场需求日益增加的现代电动汽车中得到了广泛应用。所使用的仿真软件为MATLAB Simulink,系统在充电过程中采用220VAC的充电输入,在放电过程中,太阳能板作为充电输入。仿真结果表明,通过比较具有上述特征的系统和具有上述特征的系统,上述特征对系统的预期结果和效益有积极的影响。此外,使用平均绝对百分比误差(MAPE)来确定与真实SoC相比,SoC估计的可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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