首页> 外文会议>IFIP WG 5.5/SOCOLNET Doctoral conference on computing, electrical and industrial systems >Optimal Behavior of Demand Response Aggregators in Providing Balancing and Ancillary Services in Renewable-Based Power Systems
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Optimal Behavior of Demand Response Aggregators in Providing Balancing and Ancillary Services in Renewable-Based Power Systems

机译:需求响应聚合器在基于可再生能源的电力系统中提供平衡和辅助服务的最佳行为

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摘要

Due to the limited predictability and associated uncertainty of renewable energy resources, renewable-based electricity systems are confronted with instability problems. In such power systems, implementation of Demand Response (DR) programs not only can improve the system stability but also enhances market efficiency and system reliability. By implementing cloud-based engineering systems the utilization of DR will be increased and consequently DR will play a more crucial role in the future. Therefore, DR aggregators can efficiently take part in energy, balancing and ancillary services markets. In this paper, a model has been developed to optimize the behavior of a DR aggregator to simultaneously participate in the mentioned markets. To this end, the DR aggregator optimizes its offering/bidding strategies based on the contracts with its customers. In the proposed model, uncertainties of renewable energy resources and the prices of electricity markets are considered. Numerical studies show the effectiveness of the proposed model.
机译:由于可再生能源的可预测性有限以及相关的不确定性,基于可再生能源的电力系统面临不稳定问题。在这样的电力系统中,实施需求响应(DR)程序不仅可以提高系统稳定性,而且可以提高市场效率和系统可靠性。通过实施基于云的工程系统,灾难恢复的利用率将得到提高,因此灾难恢复将在未来扮演更重要的角色。因此,灾难恢复聚合器可以有效地参与能源,平衡和辅助服务市场。在本文中,已经开发了一个模型来优化DR聚合器的行为以同时参与上述市场。为此,DR聚合器根据与客户的合同来优化其出价/出价策略。在提出的模型中,考虑了可再生能源资源和电力市场价格的不确定性。数值研究表明了该模型的有效性。

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