Neural network controller for boost converter

This paper presents a neural network controller scheme for boost converters. This controller is designed to stabilize the output voltage of the boost converter and to improve its performance during transient operations. To investigate the effectiveness of the proposed controller, certain operations such as starting up and reference voltage variations are verified. The simulation results show that the proposed controller has an improved performance compared to the conventional PI controller method.