Application of a Weather Component Based Elman Neural Network to Short-Term Load Forecasting
Zhijian Hou · 2005
According to the influence of weather factors on load this paper provides a shor t-term load forecasting model based on Elman neural network with a weather comp onent.Because of its inherent dynamic behavior and robustness it is proved by si mulation results that this model has a good performance in decreasing number of inputs as well as increasing forecasting accuracy.