Xu, Yunjian and Low, Steven H. (2017) An Efficient and Incentive Compatible Mechanism for Wholesale Electricity Markets. IEEE Transactions on Smart Grid, 8 (1). pp. 128-138. ISSN 1949-3053. doi:10.1109/TSG.2015.2483523. https://resolver.caltech.edu/CaltechAUTHORS:20170111-125209937
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Abstract
Being widely used in many deregulated wholesale electricity markets, the locational marginal pricing (LMP) mechanism is known to achieve social optimality in a competitive market. When profit-maximizing generators act strategically to manipulate prices; however, LMP may lead to high loss of economic efficiency. In this paper, we apply the Vickrey-Clarke–Groves (VCG) mechanism to wholesale electricity markets. We show that the VCG mechanism minimizes the total cost at a truth-telling dominant strategy equilibrium. We establish an important comparative result that the VCG mechanism always results in higher per-unit electricity prices than the LMP mechanism under any given set of reported supply curves. Numerical results show that the difference between the per-unit prices resulting from the two mechanisms is negligibly small (about 4%) in the IEEE 14-bus and 30-bus test systems. Finally, we apply the VCG mechanism to a day-ahead setting with start-up cost (of conventional generators) and intermittent renewable generation. We show that the VCG mechanism induces the truth-telling behavior of conventional generators in dominant strategies and yields each conventional generator a non-negative expected profit.
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Additional Information: | © 2015 IEEE. Manuscript received January 13, 2015; revised April 24, 2015 and July 14, 2015; accepted September 23, 2015. Date of publication October 13, 2015; date of current version December 21, 2016. This work was supported in part by the Massachusetts Institute of Technology-Singapore University of Technology and Design International Design Center under Grant IDG21400103, in part by the National Science Foundation (NSF) NetSE under Grant CNS-0911041, in part by the NSF as part of the NSF/Department of Homeland Security/Department of Transportation/National Aeronautics and Space Administration/National Institutes of Health Cyber-Physical Systems Program under Grant 1545096, in part by the Advanced Research Projects Agency-Energy under Grant DE-AR0000226, in part by the Southern California Edison, in part by the Skotech grant, and in part by the Resnick Institute. Paper no. TSG-00046-2015. | ||||||||||||||||
Group: | Resnick Sustainability Institute | ||||||||||||||||
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Subject Keywords: | Locational marginal pricing (LMP), power networks, Vickrey–Clarke–Groves (VCG) mechanism, wholesale electricity markets | ||||||||||||||||
Issue or Number: | 1 | ||||||||||||||||
DOI: | 10.1109/TSG.2015.2483523 | ||||||||||||||||
Record Number: | CaltechAUTHORS:20170111-125209937 | ||||||||||||||||
Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20170111-125209937 | ||||||||||||||||
Official Citation: | Y. Xu and S. H. Low, "An Efficient and Incentive Compatible Mechanism for Wholesale Electricity Markets," in IEEE Transactions on Smart Grid, vol. 8, no. 1, pp. 128-138, Jan. 2017. doi: 10.1109/TSG.2015.2483523 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7297853&isnumber=7792759 | ||||||||||||||||
Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||||||||
ID Code: | 73427 | ||||||||||||||||
Collection: | CaltechAUTHORS | ||||||||||||||||
Deposited By: | Tony Diaz | ||||||||||||||||
Deposited On: | 21 Jan 2017 01:48 | ||||||||||||||||
Last Modified: | 11 Nov 2021 05:16 |
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