Measuring building occupancy using existing network infrastructure

Ryan Melfi, Ben Rosenblum, B. Nordman, Ken Christensen
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引用次数: 198

Abstract

The primary focus of Green IT has been on reducing energy use of the IT infrastructure itself. Additional significant energy savings can be achieved by using the IT infrastructure to enable energy savings in both the IT and non-IT infrastructure. Our premise is that energy can be saved by driving building operation on information gleaned from existing IT infrastructure already installed for non-energy purposes. We call our idea implicit occupancy sensing where existing IT infrastructure can be used to replace and/or supplement traditional dedicated sensors to determine building occupancy. Our implicit sensing methods are largely based on monitoring MAC and IP addresses in routers and wireless access points, and then correlating these addresses to the occupancy of a building, zone, and/or room. Occupancy data can be used to control lighting, HVAC, and other building functions to improve building functionality and reduce energy use. We experimentally evaluate the feasibility of this dual-use of IT infrastructure and assess the accuracy of implicit sensing. Our findings, based on data collected from two facilities, show that there is significant promise in implicit sensing using the existing IT infrastructure present in most modern non-residential buildings.
利用现有的网络基础设施测量建筑物占用率
绿色IT的主要焦点是减少IT基础设施本身的能源使用。通过使用IT基础设施在IT和非IT基础设施中实现节能,可以实现额外的显著节能。我们的前提是,通过从已经安装用于非能源目的的现有IT基础设施中收集信息,推动建筑物运行,可以节省能源。我们称我们的想法为隐式占用感测,即现有的IT基础设施可以用来取代和/或补充传统的专用传感器,以确定建筑物的占用率。我们的隐式传感方法主要基于监控路由器和无线接入点中的MAC和IP地址,然后将这些地址与建筑物,区域和/或房间的占用情况相关联。占用数据可用于控制照明、暖通空调和其他建筑功能,以改善建筑功能并减少能源使用。我们通过实验评估了这种双重使用IT基础设施的可行性,并评估了隐式感知的准确性。我们的研究结果基于从两个设施收集的数据,表明在大多数现代非住宅建筑中使用现有的IT基础设施进行隐性传感有很大的前景。
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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