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Automated Energy Scheduling Algorithms for Residential Demand Response Systems

机译:住宅需求响应系统的自动能量调度算法

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摘要

Demand response technology is a key technology for distributing electricity tasks in response to electricity prices in a smart grid system. In the current demand response research, there has been much demand for an automated energy scheduling scheme that uses smart devices for residential customers in the smart grid. In this paper, two automated energy scheduling schemes are proposed for residential smart grid demand response systems: semi-automated scheduling and fully-automated scheduling. If it is possible to set the appliance preference, semi-automated scheduling will be conducted, and if it is impossible, fully-automated scheduling will be operated. The formulated optimization problems consider the electricity bill along with the user convenience. For the fully-automated scheduling, the appliance preference can automatically be found according to appliance type from the electricity consumption statistics. A performance evaluation validates that the proposed scheme shifts operation to avoid peak load, that the electricity bill is significantly reduced, and that user convenience is satisfied.
机译:需求响应技术是一种用于响应智能电网系统中的电价来分配电任务的关键技术。在当前的需求响应研究中,对自动能源调度方案的需求很大,该方案将智能设备用于智能电网中的住宅用户。本文针对住宅智能电网需求响应系统提出了两种自动能源调度方案:半自动调度和全自动调度。如果可以设置设备首选项,则将执行半自动调度,如果不可能,则将运行全自动调度。制定的优化问题考虑了电费以及用户的便利性。对于全自动调度,可以根据用电量统计信息中的设备类型自动找到设备首选项。性能评估验证了所提出的方案可以转移操作以避免峰值负载,可以大幅度降低电费,并且可以满足用户的便利性。

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