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A dynamic simulation tool for estimating demand response potential from residential loads

机译:一种动态仿真工具,用于根据住宅负载估算需求响应潜力

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This paper presents a MATLAB based dynamic simulation tool for estimating demand response potential from residential loads. First, a review of residential demand response strategies is conducted. Next, the modeling approach used during the development of this tool is described. Markov chain based occupant behavior models constructed using data gathered by the U.S. Census Bureau in the American Time Use Survey (ATUS) are used in conjunction with models of the most common residential loads to predict the dynamic changes in residential power demand on a one-minute time scale. Separate control schemes are used along with these models to simulate different demand response strategies. Finally, simulation results showing the benefits and trade-offs associated with residential demand response programs are presented. Future work will involve using this tool to examine specific utility areas and the development of real-time pricing and incentive program components.
机译:本文提出了一种基于MATLAB的动态仿真工具,用于估算住宅负载的需求响应潜力。首先,对住宅需求响应策略进行了审查。接下来,将描述在此工具开发过程中使用的建模方法。使用基于美国人口普查局在美国时间使用调查(ATUS)中收集的数据构建的基于马尔可夫链的乘员行为模型,与最常见的住宅负载模型结合使用,以预测一分钟内住宅用电需求的动态变化时间尺度。单独的控制方案与这些模型一起使用,以模拟不同的需求响应策略。最后,仿真结果显示了与住宅需求响应计划相关的收益和取舍。未来的工作将涉及使用此工具来检查特定的公用事业领域以及实时定价和激励计划组成部分的开发。

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