A Comfort Based Game Theoretic Approach for Load Management in the Smart Grid

N. Yaagoubi, H. Mouftah
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引用次数: 7

Abstract

Stress stemming from increasing energy demands in residential areas can cause electric overloads, which will either destroy grid components or shorten the equipment's life expectancy. To overcome this problem, residential load management has become essential. In this paper, we propose a comfort based smart load management algorithm to efficiently manage random and uncontrolled residential loads. Unlike most demand response programs, the proposed algorithm gives the user the choice to prioritize either comfort or savings. As a result, the end user's comfort requirements and preferences are preserved. A game theoretic approach is used to formulate the energy consumption problem. Simulation results show that the algorithm achieves high cost savings and flattens the load while taking into account the user's comfort. The algorithm is scalable, converges in acceptable times, preserves users' privacy, and introduces a very limited amount of overhead in the system.
基于舒适度的智能电网负荷管理对策研究
住宅区能源需求增加所产生的压力可能导致电力过载,这将破坏电网组件或缩短设备的预期寿命。为了克服这一问题,住宅负荷管理变得至关重要。在本文中,我们提出了一种基于舒适性的智能负荷管理算法,以有效地管理随机和不受控的住宅负荷。与大多数需求响应程序不同,提出的算法让用户选择优先考虑舒适或节省。因此,最终用户的舒适要求和偏好得以保留。用博弈论的方法来表述能源消耗问题。仿真结果表明,该算法在兼顾用户舒适度的同时,实现了较高的成本节约和负载扁平化。该算法是可伸缩的,在可接受的时间内收敛,保护用户的隐私,并在系统中引入非常有限的开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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