Electricity load forecast using neural network trained from wavelet-transformed data

• Main Authors: Benaouda D., Murtagh F.
• Other Authors: 15844746300
• Format: Conference paper
• Published: 2023
• Subjects: Multi-layer perceptron; Resolution scale; Wavelet transforms; Electric utilities; Multilayer neural networks; Risk management; Electricity load forecast; General regression neural network; Multiple resolution autoregressive; Single resolution autoregressive; Electric loads

With accurate electricity load forecasting important information is provided that helps to build up cost effective risk management plans for any electric utility such as electricity generators and retailers in the electricity market. In this article, we propose a wavelet based multilayer perceptron...