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Scheduling smart home appliances using goal programming with priority.

机译:使用目标编程优先调度智能家电。

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摘要

Driven by the advancement of smart electrical grid technologies, automated home energy management systems are being increasingly and extensively studied, developed, and widely accepted. A system like this is indispensable for and symbolic of a smart home. Mixed integer linear programming (MILP) together with dynamic electricity tariff and smart home appliances is a common way to developing energy management systems capable of automatically scheduling appliance operation and greatly saving monetary cost. This study transformed an existing plain MILP model to a goal programming model with priority to better address the conflict among each single appliance cost saving objective and user time preference objective. Constraints regarding the delays between pairs of closely related appliances are either extended or newly introduced. Numerical experiments on five appliances under different situations justify the validness of the proposed framework. Besides, the influences of key parameters on model performance are also investigated.
机译:在智能电网技术发展的推动下,自动家庭能源管理系统正在得到越来越广泛的研究,开发和广泛接受。像这样的系统对于智能家居来说是必不可少的。混合整数线性规划(MILP)以及动态电价和智能家电是开发能自动调度家电运行并大大节省金钱成本的能源管理系统的常用方法。这项研究将现有的普通MILP模型转换为具有优先权的目标编程模型,以更好地解决每个单个设备节省成本的目标与用户时间偏好目标之间的冲突。关于紧密相关的电器对之间的延迟的限制被扩展或新引入。在不同情况下对五种电器进行的数值实验证明了所提出框架的有效性。此外,还研究了关键参数对模型性能的影响。

著录项

  • 作者

    Bu, Honggang.;

  • 作者单位

    North Dakota State University.;

  • 授予单位 North Dakota State University.;
  • 学科 Computer science.;Operations research.
  • 学位 M.S.
  • 年度 2016
  • 页码 84 p.
  • 总页数 84
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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