A FINE LOAD FORECASTING USING NEURAL NETWORKS AND FUZZY NEURAL NETWORKS

A methodology for short term load forecasting based on artificial neural network and fuzzy logic is presented in this paper. At first this problem is solved using only artificial neural networks with and without temperature effects. Then the proposed method has been implemented by considering the temperature effects on load. The performance of the proposed method is compared with that of pure artificial neural network method.