Design of a Cost-Effective Multimodal IoT Edge Device for Building Occupancy Estimation

被引:0
|
作者
Pereira, Felisberto [1 ,3 ]
Lopes, Sergio, I [1 ,2 ]
Carvalho, Nuno B. [1 ,3 ]
机构
[1] IT Inst Telecomunicacoes, Campus Univ Santiago, Aveiro, Portugal
[2] ARC4DigiT Inst Politecn Viana do Castelo, Viana Do Castelo, Portugal
[3] Univ Aveiro, DETI, Campus Univ Santiago, Aveiro, Portugal
来源
2019 5TH IEEE INTERNATIONAL SMART CITIES CONFERENCE (IEEE ISC2 2019) | 2019年
关键词
Internet of Things; IoT; Human Occupancy; Energy Efficiency;
D O I
10.1109/isc246665.2019.9071717
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Depending on the architectural typology and function of a specific building or compartment, Building Occupancy Estimation (BOE) is a critical factor for effective green building management. By estimating the building occupancy over time we can reduce the overall energy consumption, and therefore, improve the building energy efficiency. In a public building context, for example, such as an administration office, a school or a kindergarten, building occupancy is normally restricted to a regular work schedule and its effective occupation can considerably vary in this period, in terms of number of occupants per compartment or in the overall building, and therefore considerable impact the building energy consumption for heating, HVAC, lightning, etc. Occupancy estimation over time can be used to compute several metrics that are highly relevant for effective building management, e.g. users per room during work schedule, users per building overnight, etc. Towards that, in this work we introduce the design and implementation of a cost-effective IoT edge device for BOE. The proposed device, collects and transmits up to the cloud, several networking and indoor environmental parameters, that combined, will be later used to specify a multi-parameter metric for effective BOE.
引用
收藏
页码:122 / 128
页数:7
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