Neuro-wavelet approach to time-series signals prediction: An example of electricity load and pool-price data

• Main Authors: Benaouda D., Murtagh F.
• Other Authors: 15844746300
• Format: Article
• Published: Walter de Gruyter GmbH 2023
• Subjects: Artificial neural networks; Autoregression; Load forecast; Pool-price forecast; Resolution; Scale; Time-series; Wavelet transform; Data reduction; Electricity; Marketing; Signal filtering and prediction; Time series analysis; Wavelet transforms; Neural networks

Accurate electricity load and pool-price forecasting can provide a set of vital predicted information that helps generation, transmission and retailer participating companies to bid strategically into a deregulated electricity market in order to maximize their profits and increase returns to their s...