利用本地通信恒温控制负载的需求响应系统的设计弹性

Jason Kuwada, Hoda Mehrpouyan, J. Gardner
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引用次数: 3

摘要

恒温控制负载(tcl)在需求响应(DR)事件中显示出巨大的潜力。本研究的重点是调查在整个tcl群体中增加通信对系统弹性的影响。在不同的tcl种群中计算了弹性度量,并通过基于agent的建模仿真进行了验证。本研究的核心是一个由比例增益和邻近tcl的平均压缩机运行状态组合而成的附加恒温标准。还分析了不同的连接架构。通过分析不同种群规模下的代数连通性,计算了不同连接拓扑下系统的弹性。通过仿真验证了弹性分析的正确性。分析结果表明,延迟方案和连接结构对各系统稳定极限的影响。对于较小的死带大小,预测弹性和观察弹性之间存在良好的一致性。模拟结果显示,基于攻击在人群中的位置,模拟攻击的效果会有所不同。
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Design Resilience of Demand Response Systems Utilizing Locally Communicating Thermostatically Controlled Loads
Thermostatically Controlled Loads (TCLs) have shown great potential for Demand Response (DR) events. The focus of this study is to investigate the effects of adding communication throughout a population of TCLs on the resilience of the system. A Metric for resilience is calculated on varying populations of TCLs and verified with agent based modeling simulations. At the core of this study is an added thermostat criterion created from the combination of a proportional gain and the average compressor operating state of neighboring TCLs. Differing connection architectures are also analyzed. Resilience of the systems under different connection topologies, are calculated by analyzing algebraic connectivity at varying population sizes. The resilience analysis was verified through simulation. Results of the analysis show the effect of on delay schemes and connection architecture on stability limit of each system. Good concurrence was found between predicted and observed resilience for smaller dead-band sizes. Simulations showed varying results on the effect of a simulated attack based on location of the attack within the population.
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