Electric load forecasting with multilayer perceptron and Elman neural network

Abstract

Multilayer perceptron (MLP) network,and Elman neural network have been compared in electric load forecasting. The electric load profile is considered as a time series and it has been shown that Elman network models load in an electric power utility better than MLP network.