A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage

Renewable energy producers, such as wind and photovoltaic (PV) power generators, are increasingly participating in electricity markets. Nonetheless, severe uncertainties of renewable sources can introduce significant bid deviations, impacting their competitiveness in the market. In this context, collaborating with shared energy storage system (SESS) shows huge potentials for renewable generators to tackle the problem. In this study, we propose a novel market framework that involves a cooperative hybrid resource coalition (HRC), formed by wind and PV power producers cooperating with SESS, competing in the day-ahead market with thermal power generators. By allowing power sharing within the coalition and empowering the SESS to mitigate bid deviations and leverage market arbitrage, the market framework significantly boosts the utilization rate of energy storage. Based on the market framework, a multi-period game-theoretic model is developed to examine the price-making behaviors of the HRC and SESS. Scenario generation and reduction methods are used to simulate the uncertainties associated with wind and PV. Furthermore, using the Shapley value method, profits are fairly allocated among the coalition members within the HRC. Finally, numerical examples are used to validate the effectiveness of the proposed market framework.

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Publication Details

Journal
IEEE Transactions on Industry Applications
Published
2025-03-04
DOI
https://doi.org/10.1109/tia.2025.3546599
Citations
2
Primary Topic
Smart Grid Energy Management
Type
article
Field-Weighted Citation Impact
1.46

Funders

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article

A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage

Ziyan Zhang, Jingjie Ma, Shaohua Zhang, Xian Wang et al.
2 citations
IEEE Transactions on Industry Applications
Smart Grid Energy Management
1.46
article

A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage

Ziyan Zhang, Jingjie Ma, Shaohua Zhang, Xian Wang, Fei Wang, Shengqi Zhang
article en
2 citations

Abstract

Renewable energy producers, such as wind and photovoltaic (PV) power generators, are increasingly participating in electricity markets. Nonetheless, severe uncertainties of renewable sources can introduce significant bid deviations, impacting their competitiveness in the market. In this context, collaborating with shared energy storage system (SESS) shows huge potentials for renewable generators to tackle the problem. In this study, we propose a novel market framework that involves a cooperative hybrid resource coalition (HRC), formed by wind and PV power producers cooperating with SESS, competing in the day-ahead market with thermal power generators. By allowing power sharing within the coalition and empowering the SESS to mitigate bid deviations and leverage market arbitrage, the market framework significantly boosts the utilization rate of energy storage. Based on the market framework, a multi-period game-theoretic model is developed to examine the price-making behaviors of the HRC and SESS. Scenario generation and reduction methods are used to simulate the uncertainties associated with wind and PV. Furthermore, using the Shapley value method, profits are fairly allocated among the coalition members within the HRC. Finally, numerical examples are used to validate the effectiveness of the proposed market framework.

IEEE Transactions on Industry ApplicationsVol. 61(4)
Shanghai University (CN), Shanghai Institute of Technology (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 19%
Smart Grid Energy Management
1.46
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A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage — Ziyan Zhang, Jingjie Ma, et al. · IEEE Transactions on Industry Applications (2025) | TGRS Research Map | TGRS