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Heuristic Algorithm Based Dynamic Scheduling Model of Home Appliances in Smart Grid

机译:基于启发式算法的智能电网家用电器动态调度模型

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Smart grid provides an opportunity for customers as well as for utility companies to reduce electricity costs and regulate generation capacity. The success of scheduling algorithms mainly depends upon accurate information exchange between main grids and smart meters. On the other hand, customers are required to schedule loads, respond to energy demand signals, participate in energy bidding and actively monitor energy prices generated by the utility company. Strengthening communication infrastructure between the utility company and consumers can serve the purpose of consumer satisfaction. We propose a heuristic demand side management model for scheduling smart home appliances in an automated manner, to maximize the satisfaction of the consumers associated with it. Simulation results confirm that the proposed hybrid approach has the ability to reduce peak-to-average ratio of the total energy demand and reduce the total cost of the energy without compromising user comfort.
机译:智能电网为客户提供机会,以及公用事业公司,以降低电力成本并规范发电能力。调度算法的成功主要取决于主电网和智能电表之间准确的信息交换。另一方面,客户需要安排负载,响应能源需求信号,参与能源竞标并积极监测公用事业公司所产生的能源价格。加强公用事业公司和消费者之间的通信基础设施可以为消费者满意度提供服务。我们提出了一种启发式需求侧管理模型,用于以自动化的方式调度智能家用电器,以最大限度地提高与其相关的消费者的满足感。仿真结果证实,建议的混合方法能够降低总能源需求的峰值与平均比率,并在不影响用户舒适的情况下降低能量的总成本。

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