Miadreza Shafie-khah

TL;DR: A model for finding the strategic bidding equilibrium of a virtual power plant in a joint energy and regulation market in the presence of rivals is presented and the results indicate that, at the equilibrium point, the profit of avirtual power plant and GenCo will be less than in the initial state.

TL;DR: Comparisons show that the compression level obtained by the proposed method can dominate the points given by the existing SVD rank reduction methods, and the optimized rank reduction can pave the way toward a robust and reliable performance.

TL;DR: Simulation results suggest that: 1) substantial economic savings can be achieved through utilization of WEG and storage capability of EV batteries, beyond the independent capabilities of TIA technology; 2) the TIA device plays a critical role in removing transmission congestion; and 3) the storage capabilityof EV batteries could relieve the uncertainty of W EG and increase its dispatchability.

TL;DR: In this paper, a robust optimization scheduling framework is proposed to derive an optimal unit commitment decision in systems with high penetration of wind power incorporating demand response programs as well as bulk energy storages in co-optimized energy and reserve markets.