Nature

A novel reinforcement learning-based approach for short-term load and price forecasting in energy markets

In the last decade, one of the most important issues raised in the field of smart grids is electricity market forecasting. Today, the electricity market is not only faced with the provision of the ...
Nature

A data driven model based approach for medium-to-long-term electricity price forecasting in power markets

Accurate medium-to-long-term electricity price forecasting constitutes a critical prerequisite for electricity market participants to formulate optimal bidding strategies and mitigate energy ...