Structural Health Monitoring System With Narrowband IoT and MEMS Sensors

被引:48
作者
Di Nuzzo, Flavio [1 ]
Brunelli, Davide [2 ]
Polonelli, Tommaso [1 ]
Benini, Luca [1 ,3 ]
机构
[1] Univ Bologna, Dept Elect Elect & Informat Engn, I-40136 Bologna, Italy
[2] Univ Trento, Dept Ind Engn, I-38123 Trento, Italy
[3] Swiss Fed Inst Technol, Dept Informat Technol & Elect Engn, CH-8092 Zurich, Switzerland
基金
欧盟地平线“2020”;
关键词
Internet of Things; IoT; narrowband IoT; MEMS; structural health monitoring; SHM; smart sensor systems; sensor communications; VIBRATION; COMMUNICATION;
D O I
10.1109/JSEN.2021.3075093
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Monitoring of civil infrastructures is critically needed to track aging, damages and ultimately to prevent severe failures which can endanger many lives. The ability to monitor in a continuous and fine-grained fashion the integrity of a wide variety of buildings, referred to as structural health monitoring, with low-cost, long-term and continuous measurements is essential from both an economic and a life-safety standpoint. To address these needs, we propose a low-cost wireless sensor node specifically designed to support modal analysis over extended periods of time with long-range connectivity at low power consumption. Our design uses very cost-effective MEMS accelerometers and exploits the Narrowband IoT protocol (NB-IoT) to establish long-distance connection with 4G infrastructure networks. Long-range wireless connectivity, cabling-free installation and multi-year lifetime are a unique combination of features, not available, to the best of our knowledge, in any commercial or research device. We discuss in detail the hardware architecture and power management of the node. Experimental tests demonstrate a lifetime of more than ten years with a 17000 mAh battery or completely energy-neutral operation with a small solar panel (60 mm x 120 mm). Further, we validate measurement accuracy and confirm the feasibility of modal analysis with the MEMS sensors: compared with a high-precision instrument based on a piezoelectric transducer, our sensor node achieves a maximum difference of 0.08% at a small fraction of the cost and power consumption.
引用
收藏
页码:16371 / 16380
页数:10
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