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首页> 外文期刊>Journal of Modern Power Systems and Clean Energy >Consumer Psychology Based Optimal Portfolio Design for Demand Response Aggregators
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Consumer Psychology Based Optimal Portfolio Design for Demand Response Aggregators

机译:基于消费者心理学的需求响应聚合器的最优投资组合设计

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摘要

Demand response (DR) has received much attention for its ability to balance the changing power supply and demand with flexibility. DR aggregators play an important role in aggregating flexible loads that are too small to participate in electricity markets. In this work, a DR operation framework is presented to enable local management of customers to participate in electricity market. A novel optimization model is proposed for the DR aggregator with multiple objectives. On one hand, it attempts to obtain the optimal design of different DR contracts as well as the portfolio management so that the DR aggregator can maximize its profit. On the other hand, the customers' welfare should be maximized to incentivize users to enroll in DR programs which ensure the effective and flexible load control. The consumer psychology is introduced to model the consumers' behavior during contract signing. Several simulation studies are performed to demonstrate the feasibility of the proposed model. The results illustrate that the proposed model can ensure the profit of the DR aggregator whereas the customers' welfare is considered.
机译:需求响应(DR)已收到大量关注其平衡不断变化的电源和灵活性的需求。 DR聚合器在聚集柔性负载方面发挥着重要作用,该负载太小而无法参加电力市场。在这项工作中,提出了DR操作框架,以使客户的本地管理能够参与电力市场。提出了一种新的优化模型,为具有多个目标的DR聚合器。一方面,它试图获得不同DR合同以及产品组合管理的最佳设计,以便DR聚合器可以最大化其利润。另一方面,客户福利应该最大限度地激励用户注册DR程序,以确保有效和灵活的负载控制。在合同签约期间,引入了消费者心理学来模拟消费者的行为。进行了几项模拟研究以证明所提出的模型的可行性。结果说明了所提出的模型可以确保DR融合器的利润,而客户的福利则被考虑。

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