Chen, Yue and Mei, Shengwei and Zhou, Fengyu and Low, Steven H. and Wei, Wei and Liu, Feng (2020) An Energy Sharing Game With Generalized Demand Bidding: Model and Properties. IEEE Transactions on Smart Grid, 11 (3). pp. 2055-2066. ISSN 1949-3053. doi:10.1109/tsg.2019.2946602. https://resolver.caltech.edu/CaltechAUTHORS:20190626-132932886
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Abstract
This paper proposes a novel energy sharing mechanism for prosumers who can produce and consume. Different from most existing works, the role of individual prosumer as a seller or buyer in our model is endogenously determined. Several desirable properties of the proposed mechanism are proved based on a generalized game-theoretic model. We show that the Nash equilibrium exists and is the unique solution of an equivalent convex optimization problem. The sharing price at the Nash equilibrium equals to the average marginal disutility of all prosumers. We also prove that every prosumer has the incentive to participate in the sharing market, and prosumers’ total cost decreases with increasing absolute value of price sensitivity. Furthermore, the Nash equilibrium approaches the social optimal as the number of prosumers grows, and competition can improve social welfare.
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Alternate Title: | An Energy Sharing Game in Prosumers based on Generalized Demand Bidding: Model and Properties | ||||||||||||||
Additional Information: | © 2019 IEEE. Manuscript received April 17, 2019; revised July 13, 2019 and September 6, 2019; accepted October 4, 2019. Date of publication October 10, 2019; date of current version April 21, 2020. This work was supported in part by the National Natural Science Foundation of China under Grant 51677100 and Grant 51621065, and in part by NSF under Grant CCF 1637598, Grant ECCS 1619352, and Grant CPS 1739355. Paper no. TSG-00571-2019. | ||||||||||||||
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Subject Keywords: | Energy sharing, game theory, Nash equilibrium, prosumer, supply-demand function | ||||||||||||||
Issue or Number: | 3 | ||||||||||||||
DOI: | 10.1109/tsg.2019.2946602 | ||||||||||||||
Record Number: | CaltechAUTHORS:20190626-132932886 | ||||||||||||||
Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20190626-132932886 | ||||||||||||||
Official Citation: | Y. Chen, S. Mei, F. Zhou, S. H. Low, W. Wei and F. Liu, "An Energy Sharing Game With Generalized Demand Bidding: Model and Properties," in IEEE Transactions on Smart Grid, vol. 11, no. 3, pp. 2055-2066, May 2020 | ||||||||||||||
Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||||||
ID Code: | 96742 | ||||||||||||||
Collection: | CaltechAUTHORS | ||||||||||||||
Deposited By: | Tony Diaz | ||||||||||||||
Deposited On: | 26 Jun 2019 20:51 | ||||||||||||||
Last Modified: | 16 Nov 2021 17:23 |
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