论文标题
考虑需求响应和内源性不确定性的随机经济调度
Stochastic Economic Dispatch Considering Demand Response and Endogenous Uncertainty
论文作者
论文摘要
本文考虑了随机经济调度（SED）问题中的内源性不确定性（ENU），其中内源性不确定性意味着依赖决策的不确定性。在此问题中，需求响应（DR）承诺是ENU的来源。然而，在现有文献中并不是很好地考虑ENU。我们的第一个贡献是建立在ENU（SED-DR-ENU）下的DR InvolDOLDED的优化模型。由于ENU，这是一个计算挑战性的问题。我们的第二个贡献是引入启用学习的耦合优化算法，该算法可以有效地解决拟议的SED-DR-ENU问题。该策略在IEEE 14总线和IEEE 39总线系统上进行了测试，结果表明，在DR涉及的播放问题中考虑ENU的重要性。
This paper considers endogenous uncertainty (EnU) in the stochastic economic dispatch (SED) problem, where the endogenous uncertainty means decision dependent uncertainty. In this problem, demand response (DR) commitment is the source of the EnU. Nevertheless, EnU is not well considered in existing literature. Our first contribution is to build up an optimization model of DR-involved SED under EnU (SED-DR-EnU). This is a computational challenging problem due to the EnU. Our second contribution is introducing a coupled learning enabled optimization algorithm which can effectively solve the proposed SED-DR-EnU problem. This strategy is tested on the IEEE 14 bus, and IEEE 39 bus systems, and the results showed the importance of considering EnU in the DR-involved SED problem.
