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Adaptiveness Of Equivalent Electrical Circuit For Vanadium Redox Flow Battery (V-RFB) Using Extended Kalman Filter (EKF)

机译:使用扩展卡尔曼滤波器(EKF)的钒氧化还原液流电池(V-RFB)等效电路的自适应性

摘要

Vanadium Redox Flow Battery (V-RFB) is a rechargeable battery and in order to store chemical potential it employs vanadium ions in different oxidation state. Kalman Filter (KF) generally applied to approximate the state of a system using measured input and output. Currently, studies on equivalent electrical circuit for V-RFB are inadequate in publications but available. This paper presents the proposed equivalent circuit for V-RFB that are suitable in any V-RFB system design and use Extended Kalman Filter (EKF) in MATLAB/Simulink for identification. The simulation result through a recursive EKF algorithm was analyzed and shows the adaptability of the circuit.
机译:钒氧化还原液流电池(V-RFB)是可充电电池,为了存储化学势,它使用处于不同氧化态的钒离子。卡尔曼滤波器(KF)通常用于使用测得的输入和输出来近似系统的状态。当前,关于V-RFB的等效电路的研究在出版物中是不充分的,但是是可用的。本文提出了适用于V-RFB的拟议等效电路,该电路适用于任何V-RFB系统设计,并使用MATLAB / Simulink中的扩展卡尔曼滤波器(EKF)进行识别。通过递归EKF算法对仿真结果进行了分析,表明了电路的适应性。

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