Abstract: Model predictive control (MPC) is widely employed for power converters in energy storage systems. However, the limited sampling frequency of microcontrollers and model mismatches can cause ...

Abstract: This paper presents a novel approach to adaptive control by integrating Linear Quadratic Regulator (LQR) techniques with neural networks. The study is divided into three main stages. First, ...