932 / 2019-04-30 17:48:36

A Study on Daily Peak Electric Load Forecasting Using Radial Basis Function Netwrok

Radial basis function network,Error correction algorithm,Daily Peak load forecasting

The error correction algorithm based on the radial basis function network is proposed as a novel approach to daily electric peak load forecasting. The historical load and weather data for period (2014-2016) are used to train and evaluate for the validation of the proposed approach. Simulation results are compared with those of the feed-forward network and show that this proposed approach can be applied to forecast the daily electric peak load accurately.