Yue Chen

TL;DR: It is proved that the proposed mechanism can achieve the same disutility and flexibility as centralized dispatch, and an effective modified best-response based algorithm for reaching the market equilibrium is developed.

TL;DR: In this paper, an energy sharing mechanism is proposed to accommodate prosumers' strategic decision-making on their self-production and demand in the presence of capacity constraints, where prosumers play a generalized Nash game.

TL;DR: A method to learn the optimal strategy from a mixed-integer quadratic program with time-varying parameters is developed, which can model many power system operation problems such as unit commitment and optimal power flow.

TL;DR: In this article, a hierarchical control framework that combines the model-based and model-free methods for stochastic DER control in distribution systems is proposed, where the upper-level scheduler considers a chance-constrained optimal power flow problem (model-based) that schedules DER setpoints to minimize the operational cost and maintain the operating reserve.

TL;DR: The numerical results demonstrate that the proposed OPF problems based on the state estimation (SE) feedback for the distribution networks where only a part of the involved system states are physically measured is more robust to large pseudo measurement variability and inherent sensor noise in comparison to the other frameworks without SE feedback.