A Generalized WECS System with Single Phase Multilevel Inverter having MPPT control with Neural Network

This paper describes the efficient MPPT tracking for variable wind speed using an artificial neural network. The network has been trained backpropagation algorithm and Levenberg-Marquardt (LM) based optimization technique to achieve maximum power point. A multilevel inverter having 10 switches used reduce voltage stress, THD switching losses resulting in improvement performance reduction driver circuit switches. proposed system validated simulated SIMULINK/MATLAB