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Development of Physical-Based Demand Response-Enabled Residential Load Models

机译:基于物理的需求响应支持的住宅负荷模型的开发

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摘要

In order to support the growing interest in demand response (DR) modeling and analysis, there is a need for physical-based residential load models. The objective of this paper is to present the development of such load models at the appliance level. These include conventional controllable loads, i.e., space cooling/space heating, water heater, clothes dryer and electric vehicle. Validation of the appliance-level load models is carried out by comparing the models' output with the real electricity consumption data for the associated appliances. The appliance-level load models are aggregated to generate load profiles for a distribution circuit, which are validated against the load profiles of an actual distribution circuit. The DR-sensitive load models can be used to study changes in electricity consumption both at the household and the distribution circuit levels, given a set of customer behaviors and/or signals from a utility.
机译:为了支持对需求响应(DR)建模和分析的日益增长的兴趣,需要基于物理的住宅负荷模型。本文的目的是在设备级别上介绍此类负载模型的开发。这些包括常规的可控制负载,即空间冷却/空间加热,热水器,干衣机和电动汽车。通过将模型的输出与关联设备的实际用电量数据进行比较,可以对设备级别的负载模型进行验证。汇总设备级别的负载模型以生成配电电路的负载曲线,并针对实际配电电路的负载曲线进行验证。在给定一组客户行为和/或来自公用事业的信号的情况下,DR敏感的负载模型可用于研究家庭和配电电路级别的用电量变化。

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