ARTIFICIAL NEURAL NETWORKS BASED SHORT TERM LOAD FORECASTING VERIFICATION BY MEASUREMENT DATA

The aim of this paper is verification of artificial neural networks (ANN) based short term load forecasting by the measurement data from a typical high voltage substation. In this regard multilayer perceptron (MLP) and radial based function neural networks are trained for short term load forecasting. Network inputs are load demands for 30min, 1h, 23h, 24h and 25h before the forecasting times. Results are in agreement with the exact results.

کلیدواژه ها:

Artificial Neural Networks ، LoadForecasting ، Multilayer Perceptron