Demand response (DR) is one of the most effective and economical methods for power operators to improve network reliability in face uncertainty emergencies. In this paper, considering wind output failure system components, a two-stage security-constrained unit commitment (SCUC) model established by optimizing real-time pricing mechanism indirectly adjust DR. Firstly, modeled based on self-organ...

Wind generation with an uncertain nature poses many challenges in grid integration and secure operation of power system. One of these operation problems is the unit commitment. Demand Response (DR) can be defined as the changes in electric usage by end-use customers from their normal consumption patterns in response to the changes in the price of electricity over time. Further, DR can be also d...

Although many countries prefer deregulated power markets as a means of containing costs, monopoly may still exist. In this study, an agent-based bidding simulation framework is proposed to detect whether there will be in the market. A security-constrained unit commitment (SCUC) conducted clear Using characteristics that agent can fully explore certain environment and Q-learning algorithm, each ...

This paper introduces a new approach for scheduling security constraint unit commitment (SCUC) including wind farms. Because of uncertainty in wind power production, we tried to develop a new method for incorporating wind power generation in power plant scheduling. For this, wind power generation modeled with unit commitment in a non-linear optimization problem and simulated by submitting diffe...