Stackelberg game based transactive pricing for optimal demand response in power distribution systems

被引:47
|
作者
Feng, Changsen [1 ]
Li, Zhiyi [2 ]
Shahidehpour, Mohammad [3 ]
Wen, Fushuan [2 ]
Li, Qifeng [4 ]
机构
[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Elect Engn, Hangzhou 310027, Peoples R China
[3] IIT, Galvin Ctr Elect Innovat, Chicago, IL 60616 USA
[4] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
基金
中国国家自然科学基金;
关键词
Bilevel programming; Demand response; Non-cooperative game; Piecewise McCormick relaxation; Transactive price; RESIDENTIAL APPLIANCES; SIDE MANAGEMENT; OPTIMIZATION; AGGREGATOR;
D O I
10.1016/j.ijepes.2019.105764
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the implementation of smart distribution technology, the real-time pricing scheme has emerged as a critical subject for energy management systems. In this paper, we propose a bilevel optimization model that computes a transactive price signal representing the impact of wholesale market locational marginal prices on retail customers' demand response participation. At the upper level of the proposed model, the electricity utility company (EUC) determines the optimal energy procurement and transactive price signals for demand response aggregator (DRA). At the lower level, each DRA adjusts its electricity consumption profile using the transactive price signals. The adjusted DRA consumption profile is fed back to the upper level problem as the iteration continues. The interactions among DRAs are simulated as a non-cooperative game. The proposed model is transformed into a mixed-integer quadratically constrained programming through using the Karush-Kuhn-Tucker (KKT) conditions. The generalized disjunctive programming is introduced when linearizing the bilinear terms in KKT conditions by applying piecewise McCormick relaxation and big-M disjunctive constraints. The numerical results demonstrate the effectiveness of our model and the proposed solution method.
引用
收藏
页数:12
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