Participation of an Energy Storage Aggregator in Electricity Markets

An important function of aggregators is to enable the participation of small energy storage units in electricity markets. This paper studies two generally overlooked aspects related to aggregators of energy storage: 1) the relationship between the aggregator and its constituent storage units and 2)...

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Bibliographic Details
Published in:IEEE transactions on smart grid 2019-03, Vol.10 (2), p.1171-1183
Main Authors: Contreras-Ocana, Jesus E., Ortega-Vazquez, Miguel A., Zhang, Baosen
Format: Article
Language:English
Subjects:
aggregators
bargaining
Computational modeling
Cost function
Economic models
Electricity pricing
Electricity supply industry
Energy storage
Games
market power
Markets
Pricing
Pricing policies
Storage units
Time factors
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Summary:An important function of aggregators is to enable the participation of small energy storage units in electricity markets. This paper studies two generally overlooked aspects related to aggregators of energy storage: 1) the relationship between the aggregator and its constituent storage units and 2) the aggregator's effect on system welfare. Regarding 1), we show that short-term outcomes can be Pareto-inefficient: all players could be better-off. In practice, however, aggregators and storage units are likely to engage in long rather than short-term relationships. Using Nash bargaining theory, we show that aggregators and storage units are likely to cooperate in the long-term. A rigorous understanding of the aggregator-storage unit relationship is fundamental to model the aggregator's participation in the market. Regarding 2), we first show that a profit-seeking energy storage aggregator is always beneficial to the system when compared to a system without storage, regardless of size or market power the aggregator may have. However, due to market power, a monopolist aggregator may act in a socially suboptimal manner. We propose a pricing scheme designed to mitigate market power abuse by the aggregator. This pricing scheme has several important characteristics: its formulation requires no private information, it incentivizes a rational aggregator to behave in a socially optimal manner, and allows for regulation of the aggregator's profit.
ISSN:1949-3053
1949-3061
DOI:10.1109/TSG.2017.2736787