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Buy or Sell? Energy Sharing of Prosumers on Constrained Networks

Chen, Yue and Mei, Shengwei and Wei, Wei and Low, Steven H. and Wierman, Adam and Liu, Feng (2019) Buy or Sell? Energy Sharing of Prosumers on Constrained Networks. . (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20190626-144159570

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Abstract

The advent of intelligent agents who produce and consume energy by themselves has led the smart grid into the era of "prosumer", offering the energy system and customers a unique opportunity to revaluate/trade their spot energy via a sharing initiative. To this end, designing an appropriate sharing mechanism is an issue with crucial importance and has captured great attention. This paper addresses the prosumers' demand response problem via energy sharing. Under a general supply-demand function bidding scheme, a sharing market clearing procedure considering network constraints is proposed, which gives rise to a generalized Nash game. The existence and uniqueness of market equilibrium are proved in non-congested cases. When congestion occurs, infinitely much equilibrium may exist because the strategy spaces of prosumers are correlated. A price-regulation procedure is introduced in the sharing mechanism, which outcomes a unique equilibrium that is fair to all participants. Properties of the improved sharing mechanism, including the individual rational behaviors of prosumers and the components of sharing price, are revealed. When the number of prosumers increases, the proposed sharing mechanism approaches social optimum. Even with fixed number of resources, introducing competition can result in a decreasing social cost. Illustrative examples validate the theoretical results and provide more insights for the energy sharing research.


Item Type:Report or Paper (Discussion Paper)
Related URLs:
URLURL TypeDescription
http://arxiv.org/abs/1906.09891arXivDiscussion Paper
ORCID:
AuthorORCID
Mei, Shengwei0000-0002-2757-5977
Low, Steven H.0000-0001-6476-3048
Liu, Feng0000-0003-2279-2558
Subject Keywords:Prosumer, energy sharing network, game theory, generalized Nash equilibrium, supply-demand function bidding
Record Number:CaltechAUTHORS:20190626-144159570
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20190626-144159570
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:96749
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:27 Jun 2019 01:40
Last Modified:27 Jun 2019 01:40

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