Unit Commitment Considering Uncertainty of Price-Based Demand Response

In recent years, much attention has been paid to Demand Response (DR) from the viewpoint of protecting the environment. The fluctuations in supply and demand are increased by the introduction of DR, which is not considered in most previous studies. The unit commitment that corresponds to the uncertainty of load demand and the operational maintaining the spinning reserves can be achieved by the proposed method in this paper. In this research, DR prediction for electricity prices was performed using a neural network.