The Energy-Saving Scheduling of Campus Classrooms: A Simulation Model

IF 1.9 Q3 COMPUTER SCIENCE, CYBERNETICS IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-04-01 DOI:10.1109/MSMC.2020.3046236
Qinghua Zhu, Jian Zhang, Yan Hou, Yan Qiao
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引用次数: 2

Abstract

The energy consumption of buildings is a significant responsibility, although the percentage of building energy usage varies in different countries. It is necessary to improve the energy efficiency of massive instructional buildings in universities. However, no existing attempts have been made to reduce electricity waste as well as consider student occupants' satisfaction during their study time there in the evenings. This article aims to do so due to the low utilization rate of campus classrooms for evening study. We combine students? time habits and seat selection preferences with the modified social force model to conduct simulations for occupant traffic. An improved cuckoo search (ICS) algorithm is adopted to find the threshold conditions of powering on/off classrooms, by which the schedules for classrooms can be found.
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校园教室节能调度:仿真模型
建筑物的能源消耗是一项重大责任,尽管不同国家的建筑物能源使用百分比有所不同。提高高校大型教学建筑的能效势在必行。然而,目前还没有尝试减少电力浪费,也没有考虑学生在晚上学习期间的满意度。这篇文章的目的是为了做到这一点,因为校园教室的使用率很低。我们合并学生?利用修正的社会力模型对乘员交通进行时间习惯和座位选择偏好的模拟。采用改进的布谷鸟搜索(ICS)算法寻找教室开/关的阈值条件,根据阈值条件找到教室的课表。
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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来源期刊
IEEE Systems Man and Cybernetics Magazine
IEEE Systems Man and Cybernetics Magazine COMPUTER SCIENCE, CYBERNETICS-
自引率
6.20%
发文量
60
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