A Cooperative Demand Response Scheme Using Punishment Mechanism and Application to Industrial Refrigerated Warehouses

被引:77
作者
Ma, Kai [1 ]
Hu, Guoqiang [1 ]
Spanos, Costas J. [2 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[2] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Cooperation; demand response (DR); industrial refrigerated warehouses; Pareto optimality; punishment mechanism; smart grid; RESIDENTIAL LOAD CONTROL; SIDE MANAGEMENT; GAME APPROACH; SMART GRIDS; ELECTRICITY; FACILITIES; FRAMEWORK; MARKETS;
D O I
10.1109/TII.2015.2431219
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a cooperative demand response (CDR) scheme for load management in smart grid. The CDR scheme is formulated as a constrained optimization problem that generates a Pareto-optimal response strategy profile for consumers. Comparing with the noncooperative response strategy (i.e., Nash equilibrium) obtained from the one-shot demand management game, the Pareto-optimal response strategy reduces the electricity costs to the consumers. We further develop an incentive-compatible trigger-and-punishment mechanism to avoid the noncooperative behaviors of the selfish consumers. Furthermore, the CDR scheme is applied to achieve load management of industrial refrigerated warehouses. To implement the CDR scheme in large-scale systems, we group the refrigerated warehouses into clusters and utilize the CDR scheme within each cluster. Numerical results demonstrate that the CDR scheme can reduce the electricity costs, drop the electricity prices, and curtail the total energy consumption in comparison with the noncooperative demand response scheme.
引用
收藏
页码:1520 / 1531
页数:12
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