Energy Storage Sharing in Smart Grid: A Modified Auction-Based Approach

被引:262
|
作者
Tushar, Wayes [1 ]
Chai, Bo [2 ]
Yuen, Chau [1 ]
Huang, Shisheng [3 ]
Smith, David B. [4 ,5 ]
Poor, H. Vincent [6 ]
Yang, Zaiyue [7 ]
机构
[1] Singapore Univ Technol & Design, Singapore 487372, Singapore
[2] State Grid Smart Grid Res Inst, Beijing 102211, Peoples R China
[3] Minist Home Affairs, Operat Res Unit, Singapore, Singapore
[4] Natl ICT Australia, Canberra, ACT 2601, Australia
[5] Australian Natl Univ, GPO Box 4, Canberra, ACT 0200, Australia
[6] Princeton Univ, Sch Engn & Appl Sci, Princeton, NJ 08544 USA
[7] Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
基金
美国国家科学基金会; 澳大利亚研究理事会;
关键词
Smart grid; shared energy storage; auction theory; Stackelberg equilibrium; strategy-proof; incentive compatibility; DEMAND-SIDE MANAGEMENT; ELECTRIC VEHICLES; INTEGRATION; CONSUMERS; SYSTEM;
D O I
10.1109/TSG.2015.2512267
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
This paper studies the solution of joint energy storage (ES) ownership sharing between multiple shared facility controllers (SFCs) and those dwelling in a residential community. The main objective is to enable the residential units (RUs) to decide on the fraction of their ES capacity that they want to share with the SFCs of the community in order to assist them in storing electricity, e.g., for fulfilling the demand of various shared facilities. To this end, a modified auction-based mechanism is designed that captures the interaction between the SFCs and the RUs so as to determine the auction price and the allocation of ES shared by the RUs that governs the proposed joint ES ownership. The fraction of the capacity of the storage that each RU decides to put into the market to share with the SFCs and the auction price are determined by a noncooperative Stackelberg game formulated between the RUs and the auctioneer. It is shown that the proposed auction possesses the incentive compatibility and the individual rationality properties, which are leveraged via the unique Stackelberg equilibrium solution of the game. Numerical experiments are provided to confirm the effectiveness of the proposed scheme.
引用
收藏
页码:1462 / 1475
页数:14
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