class='kwd-title'>Keywords: Smart grid, Demand s'/> A novel minimum cost maximum power algorithm for future smart home energy management
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A novel minimum cost maximum power algorithm for future smart home energy management

机译:用于未来智能家居能源管理的新型最小成本最大功率算法

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摘要

class="kwd-title">Keywords: Smart grid, Demand side management, Home energy management, Demand response, Appliances scheduling class="head no_bottom_margin" id="ab010title">AbstractWith the latest development of smart grid technology, the energy management system can be efficiently implemented at consumer premises. In this paper, an energy management system with wireless communication and smart meter are designed for scheduling the electric home appliances efficiently with an aim of reducing the cost and peak demand. For an efficient scheduling scheme, the appliances are classified into two types: uninterruptible and interruptible appliances. The problem formulation was constructed based on the practical constraints that make the proposed algorithm cope up with the real-time situation. The formulated problem was identified as Mixed Integer Linear Programming (MILP) problem, so this problem was solved by a step-wise approach. This paper proposes a novel Minimum Cost Maximum Power (MCMP) algorithm to solve the formulated problem. The proposed algorithm was simulated with input data available in the existing method. For validating the proposed MCMP algorithm, results were compared with the existing method. The compared results prove that the proposed algorithm efficiently reduces the consumer electricity consumption cost and peak demand to optimum level with 100% task completion without sacrificing the consumer comfort.
机译:<!-fig ft0-> <!-fig @ position =“ position” anchor“ == f4-> <!-fig mode =” anchred“ f5-> <!-fig / graphic | fig / alternatives / graphic mode =“ anchored” m1-> class =“ kwd-title”>关键字:智能电网,需求方管理,家庭能源管理,需求响应,设备调度 class =“ head no_bottom_margin“ id =” ab010title“>摘要随着智能电网技术的最新发展,能源管理系统可以在消费场所有效实施。本文设计了一种具有无线通信和智能电表的能源管理系统,以有效地调度家用电器,以降低成本和高峰需求。对于有效的调度方案,设备分为两类:不间断设备和可中断设备。在实际约束的基础上构造了问题表述,使所提出的算法能够应对实时情况。所确定的问题被识别为混合整数线性规划(MILP)问题,因此可以通过逐步方法解决该问题。本文提出了一种新颖的最小成本最大功率(MCMP)算法来解决所提出的问题。利用现有方法中可用的输入数据对提出的算法进行了仿真。为了验证所提出的MCMP算法,将结果与现有方法进行了比较。比较结果证明,该算法在不牺牲用户舒适度的前提下,以100%的任务完成率将用户的用电成本和峰值需求有效地降低到最佳水平。

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