Wind Water Pumping System Based on ANN

Abstract

The rapid depletion of global fossil fuel resources has necessitated urgent research for renewable energy sources. Nowadays, there are many forms of renewable energy, the most commonly used are: solar, wind and hydraulic. Wind water pumping system is considered as a promising application of renewable energy industry sustained by the increased interest on sustainable development and the reduction of greenhouse effect.This paper focuses on developing of pumping system supplied by wind turbine source; and to reach the maximum power point (MPPT), this technique is based on Artificial Neural Network to get better performance especially because these intelligent techniques do not require a precise model, we added to our system a battery and DC voltage controller based also on ANN.Finally, simulation results are given to show the effectiveness and feasibility of the approach.