Aggregator trading and demand dispatch under price and load uncertainty

M. Brolin
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引用次数: 3

Abstract

The liberalization of electricity markets and the transformation of electric power systems to include large amounts of variable output generation, has led to a growing interest in flexible demand and demand response. Making demand response available on the wholesale market on a large scale is a challenge. Retailers and aggregators, providing services to individual consumers as well as bringing aggregated flexibility to the wholesale market, is foreseen to play important roles in this respect. This paper presents a aggregator decision support model for demand scheduling, including demand response and purchase bid optimization for day-ahead markets. Income from providing electricity to consumers, and costs related to imbalances, rescheduling and energy not served are also considered. The model includes risk management by applying the conditional value-at-risk risk measure. The feasibility of the developed model is validated through a case study using historical data from the Swedish power system and market.
价格和负荷不确定条件下的聚合交易与需求调度
电力市场的自由化和电力系统的改造,使其包括大量的可变输出,已导致人们对灵活需求和需求反应的兴趣日益增加。大规模地在批发市场上提供需求响应是一项挑战。零售商和集成商为个人消费者提供服务,并为批发市场带来集成商的灵活性,预计将在这方面发挥重要作用。提出了一种需求调度的聚合决策支持模型,该模型包含了日前市场的需求响应和采购投标优化。还考虑了向消费者提供电力的收入,以及与不平衡、重新安排和未提供能源有关的成本。该模型通过应用有条件的风险值风险度量来进行风险管理。通过对瑞典电力系统和市场历史数据的案例研究,验证了所开发模型的可行性。
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