SODA: Strategy-Proof Online Double Auction Scheme for Multimicrogrids Bidding

被引:49
作者
An, Dou [1 ]
Yang, Qingyu [2 ]
Yu, Wei [3 ]
Yang, Xinyu [2 ]
Fu, Xinwen [4 ]
Zhao, Wei [5 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Shaanxi, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, SKLMSE Lab, Xian 710049, Shaanxi, Peoples R China
[3] Towson Univ, Dept Comp & Informat Sci, Towson, MD 21252 USA
[4] Univ Massachusetts Lowell, Dept Comp Sci, Lowell, MA 01854 USA
[5] Univ Macau, Macau 999078, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2018年 / 48卷 / 07期
基金
美国国家科学基金会;
关键词
Cyber-physical systems; decision making; microgrids (MGs); multiunits; online double auction; strategy-proof; MICROGRIDS; TRUTHFUL; ENERGY; SYSTEM; GRIDS;
D O I
10.1109/TSMC.2017.2651072
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present theory and a design of the online double auction for the trading of energy within a smart grid with microgrids (MGs). The online double auction has the potential to enable the allocation of surplus electricity to the MGs that need electricity with the highest gain in the real-time market. Nonetheless, two critical issues remain challenging when designing an effective online double auction scheme in such a system. First, as the agents are allowed to arrive and depart at any time, the auctioneer needs to make decisions without the information of further bids and asks. Second, the economic properties of strategy-proof, individual rational, and (weak) budget balance should be satisfied. To address these issues and enable multiunit electricity trading among local MGs, in this paper, we propose a strategy-proof online double auction (SODA) scheme, in which the surplus and insufficient MGs in the system are treated as sellers and buyers, respectively, and the MG center controller is capable of maximizing the social welfare of MGs by appropriately matching buyers and sellers. Via theoretical analysis, we prove that SODA can achieve the properties of individual rationality, (weak) budget balance, strategy-proofness, and computational efficiency. Experiments also show that SODA is capable of reducing the energy purchasing cost of the MGs and shifting the peak-load, while achieving great performance with respect to social welfare, seller/buyer satisfaction ratio, social efficiency, and computation overhead.
引用
收藏
页码:1177 / 1190
页数:14
相关论文
共 31 条
[1]   Weak monotonicity characterizes deterministic dominant-strategy implementation [J].
Bikhchandani, Sushil ;
Chatterji, Shurojit ;
Lavi, Ron ;
Mu'alem, Ahuva ;
Nisan, Noam ;
Sen, Arunava .
ECONOMETRICA, 2006, 74 (04) :1109-1132
[2]  
Bredin J., 2005, P 21 C UNC ART INT U, P50
[3]   Multiobjective Intelligent Energy Management for a Microgrid [J].
Chaouachi, Aymen ;
Kamel, Rashad M. ;
Andoulsi, Ridha ;
Nagasaka, Ken .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (04) :1688-1699
[4]  
Chen YJ, 2014, IEEE INT SYMP DYNAM, P510, DOI 10.1109/DySPAN.2014.6817834
[5]   Search-Based Advertising Auctions With Choice-Based Budget Constraint [J].
Choi, Tsan-Ming ;
Li, Xun ;
Ma, Cheng .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2015, 45 (08) :1178-1186
[6]   Optimal Bidding Strategy for Microgrids Considering Renewable Energy and Building Thermal Dynamics [J].
Duong Tung Nguyen ;
Le, Long Bao .
IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (04) :1608-1620
[7]   Fairness and retaliation:: The economics of reciprocity [J].
Fehr, E ;
Gächter, S .
JOURNAL OF ECONOMIC PERSPECTIVES, 2000, 14 (03) :159-181
[8]  
FRIEDMAN D, 1993, SFI S SCI C, V14, P3
[9]   A survey of communication/networking in Smart Grids [J].
Gao, Jingcheng ;
Xiao, Yang ;
Liu, Jing ;
Liang, Wei ;
Chen, C. L. Philip .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2012, 28 (02) :391-404
[10]   Real-time Feedback and Electricity Consumption: A Field Experiment Assessing the Potential for Savings and Persistence [J].
Houde, Sebastien ;
Todd, Annika ;
Sudarshan, Anant ;
Flora, June A. ;
Armel, K. Carrie .
ENERGY JOURNAL, 2013, 34 (01) :87-102