Aggregate regulation strategy of distributed energy storage under power spot market in China
Autor: | Loi Lei Lai, Junfeng Tan, Guogang Liu, Xiyuan Ma, Man Chen, Peng Li, Zhuoli Zhao, Ping Yang, Yuxuan Li, Dong Liu |
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Jazyk: | angličtina |
Rok vydání: | 2022 |
Předmět: | |
Zdroj: | IET Renewable Power Generation, Vol 16, Iss 2, Pp 313-328 (2022) |
ISSN: | 1752-1416 1752-1424 |
Popis: | The reform of power spot market in China provides a new profit mode, determining energy trading strategy based on the power spot prices for distributed energy storages. However, individually accessing every distributed energy storage to the dispatch centre results in a high cost and low efficiency, which needs to be improved by connecting through the aggregator. To this end, this paper proposes a regulation mode and strategy for distributed energy storages participating in energy trading through aggregation. First, the optimal centres of distributed energy storages are searched as the aggregation centres according to the electrical distance distributed by the energy storage, and the model of each distributed energy storage aggregation group is established. On this basis, the conditional value at risk (CVaR) method is introduced to quantify the income risk brought by the fluctuation of power spot prices, following with the optimization model for day‐ahead stage and real‐time stage. Finally, case studies under multiple scenarios of power spot market verify that the regulation mode and strategy can effectively guarantee the economic profits of distributed energy storages by setting aggregation groups and reasonable risk preference coefficients. |
Databáze: | OpenAIRE |
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