智能电网中需求响应灵活性潜力交易:一种多领导者多跟随者Stackelberg博弈方法

Demand Response Flexibility Potential Trading in Smart Grids: A Multileader Multifollower Stackelberg Game Approach

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2022
被引 27
ABS 3

中文导读

提出一个多服务提供商与终端客户之间的需求响应资源交易框架,通过多领导者多跟随者Stackelberg博弈模型,让客户同时与多个服务商交易以最大化净效用,仿真表明该方法能显著提升灵活性并带来额外收益。

Abstract

The value of demand response (DR) for improving the operational efficiency of smart grids has been widely recognized. To further explore the potential DR flexibility, this article presents a novel framework for DR resource trading between multiple service providers (SPs) and end customers, in which SPs are supposed to offer diversified incentives to a resource trading center (RTC) while anticipating responses from the demand side. Distinguished from previous studies, in this work each end customer is endowed the authority to simultaneously trade with multiple SPs with the intention of maximizing their net utilities. The trading process between SPs and customers is demonstrated by a multileader multifollower Stackelberg game, due to its superiority of modeling problems with hierarchical decision-making behaviors. To solve the formulated game, an exact potential function is proposed to help determine the unique Nash equilibrium (NE) among SPs, which serves as the cornerstone for further deriving the Stackelberg equilibrium (SE), i.e., the ultimate outcome of the resource trading process. Simulation results verified that the DR flexibility was significantly increased compared with the case when there is only one SP responsible for the entire trading on behalf of all the end customers. Moreover, the proposed approach is also able to bring extra benefits for both SPs and customers in terms of net profit and net utility value.

智能电网需求响应博弈论电力市场资源交易