智能建筑协同温度控制的分布式共识算法

S. Gupta, K. Kar, Sandipan Mishra, J. Wen
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引用次数: 16

摘要

拥有共享空间的建筑物,如公司办公楼、大学宿舍等,涉及多名居住者,他们可能有不同的温度偏好。建筑温控系统既要兼顾所有用户的需求,又要考虑到建筑的能源成本。集中温度管理具有挑战性,因为使用舒适功能是私人持有的,而不是集中知道的。本文提出了一种分布式温度控制算法,该算法可以确保在所有乘员之间达成共识,而不管他们的温度偏好如何。居住者只被认为是理性的,因为他们选择自己的温度设定值,以最大限度地减少他们个人的能源成本和不适。我们建立了所提出的算法收敛到最优温度设定点,使所有乘员的能量成本和总不适最小。具有真实参数设置的仿真说明了算法的性能,并提供了对移动用户群体的系统动态的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed consensus algorithms for collaborative temperature control in smart buildings
Buildings with shared spaces such as corporate office buildings, university dorms, etc. involve multiple occupants who are likely to have different temperature preferences. The building temperature control system needs to balance the desire of all users, as well as take the building energy cost into account. Centralized temperature management is challenging as the use comfort function is held privately and not centrally known. This paper proposes a distributed temperature control algorithm which ensures that a consensus is attained among all occupants, irrespective of their temperature preferences. Occupants are only assumed to be rational, in that they choose their own temperature set-points to minimize a combination of their individual energy cost and discomfort. We establish the convergence of the proposed algorithm to the optimal temperature set-point that minimizes the sum of the energy cost and the aggregate discomfort of all occupants. Simulations with realistic parameter settings illustrate the performance of the algorithm and provide insights on the dynamics of the system with a mobile user population.
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