小消费者总需求侧灵活性的表征

Vahid Rasouli, Á. Gomes, C. H. Antunes
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引用次数: 4

摘要

本文提出了一种方法来表征一组小消费者的需求侧灵活性。前一天的分时电价被认为是与消费者有合同的能源供应商发送给消费者的基本能源成本。聚合者作为负责需求侧灵活性聚合的第三方代理,定义了每小时的奖励,通过重塑消费者的消费来激励消费者参与灵活性的提供。建立了一个混合整数线性规划模型,包括需求侧资源的物理行为,包括可移动负荷、可中断负荷、恒温控制负荷、本地发电、电池存储系统和电动汽车。每个消费者都配备了一个家庭能源管理系统,该系统根据消费者的偏好和限制、能源价格和任何可能存在的奖励来管理最终用途负荷。在这项研究中,消费者提供灵活性的潜力以及他们对不同奖励信号的反应考虑了不同的可用能源特征,包括负荷概况和舒适偏好。定义不同的奖励值来评估它们对消费者和聚合者级别的灵活性的影响。数值结果表明,不同类型的消费者参与需求响应计划的潜力是不同的,因为他们对奖励的响应是不同的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterization of Aggregated Demand-side Flexibility of Small Consumers
This paper presents a methodology for the characterization of demand-side flexibility of a group of small consumers. The day-ahead time-differentiated price tariffs are considered as the base energy cost to be sent to the consumers by the energy supplier with whom they have a contract. The aggregator, as a third-party agent responsible for the aggregation of demand-side flexibility, defines an hourly reward to motivate consumers to participate in the provision of flexibility by reshaping their consumption. A mixed integer linear programming model is developed including the physically based behavior of demand-side resources consisting of shiftable loads, interruptible loads, thermostatically controlled loads, local generation, battery storage systems and electric vehicles. Each consumer is equipped with a home energy management system that performs the management of end-use loads according to consumer's preferences and restrictions, energy prices and any rewards that may exist. In this study, the potential of consumers to provide flexibility and their response to different reward signals are investigated considering different characteristics of the available energy resources, including load profiles and comfort preferences. Different reward values are defined to assess their impact on the amount of flexibility at the consumer and aggregator levels. Numerical results show the potential of different types of consumers to participate in demand response programs differ as their responsiveness to the rewards is not identical.
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