Electricity price forecasting is a challenging task for decision-makers in deregulated power markets due to the … inherent characteristics of electricity prices, e.g., high frequency and volatility. Accordingly, we propose a novel hybrid … Deep Learning model to forecast one-step, two-step, and three-step ahead electricity prices based on a Convolutional Neural …

Forecasting hourly electricity prices and their characteristic properties is a core challenge for energy generation … companies and trading houses. The short-term marketing and purchase of electricity is usually managed with standardized products … traded on different markets and with specific temporal resolution and maturity. The size and scope of the electricity price …