An Intelligent Internet of Things (IoT) Sensor System for Building Environmental Monitoring

Q3 Social Sciences Journal of Mobile Multimedia Pub Date : 2019-06-06 DOI:10.13052/1550-4646.15122
Qian Huang, Kyle Kieffer
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引用次数: 5

Abstract

One of the world’s largest sources of energy dissipation is heating, ventilation, and air conditioning (HVAC), which accounts for 40% of total electricity use in the United States. The main challenge of current HVAC systems is that their operation is determined by a set of predefined setpoints regardless of the actual building occupancy status. This is wasteful, especially when no or fewer people occupy buildings, while these HVAC systems deliver more than enough fresh air. Occupancy-driven HVAC control is a promising strategy to improve the efficiency of HVAC systems. In this paper, we will address the next-generation sensor hardware design and explore new system architectures. We systematically investigate, design, and implement a lowcost, hybrid smart sensor platform for accurate occupancy counting towards energy-efficient buildings. Specifically, the proposed hardware architecture is wisely divided into two modules: main and gate monitoring modules. Five heterogeneous sensors are integrated into this architecture to collect richer building environmental parameters, including temperature, humidity. CO2, acoustic, and infrared signals. These sensor signals can be fused and analyzed for cross-correlation to increase the accuracy of building occupancy counting. The proposed systems have been implemented in breadboards and PCB boards. Experimental measurements have validated system functionality and performance.  
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一种用于建筑环境监测的智能物联网传感器系统
世界上最大的能源消耗来源之一是供暖、通风和空调(HVAC),占美国总用电量的40%。当前暖通空调系统的主要挑战是,无论实际建筑占用状态如何,它们的运行都是由一组预定义的设定点决定的。这是浪费,尤其是当没有人或更少的人占用建筑物时,而这些暖通空调系统提供的新鲜空气绰绰有余。占用驱动的暖通空调控制是提高暖通空调系统效率的一种很有前途的策略。在本文中,我们将讨论下一代传感器硬件设计,并探索新的系统架构。我们系统地研究、设计和实现了一个低成本的混合智能传感器平台,用于准确计算节能建筑的占用率。具体而言,所提出的硬件架构明智地分为两个模块:主监控模块和闸门监控模块。该架构集成了五个异构传感器,以收集更丰富的建筑环境参数,包括温度、湿度。CO2、声学和红外信号。可以对这些传感器信号进行融合和相互关联分析,以提高建筑物占用计数的准确性。所提出的系统已在试验板和PCB板上实现。实验测量已经验证了系统的功能和性能。
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来源期刊
Journal of Mobile Multimedia
Journal of Mobile Multimedia Social Sciences-Communication
CiteScore
1.90
自引率
0.00%
发文量
80
期刊介绍: The scope of the journal will be to address innovation and entrepreneurship aspects in the ICT sector. Edge technologies and advances in ICT that can result in disruptive concepts of major impact will be the major focus of the journal issues. Furthermore, novel processes for continuous innovation that can maintain a disruptive concept at the top level in the highly competitive ICT environment will be published. New practices for lean startup innovation, pivoting methods, evaluation and assessment of concepts will be published. The aim of the journal is to focus on the scientific part of the ICT innovation and highlight the research excellence that can differentiate a startup initiative from the competition.
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