European Centre for Training and Research in Earthquake Engineering (EUCENTRE), 27100 Pavia, Italy.
National Institute for Earth Physics, Calugareni 12, 077125 Magurele, Romania.
Sensors (Basel). 2022 Jun 24;22(13):4787. doi: 10.3390/s22134787.
The Internet of things concept empowered by low-cost sensor technologies and headless computers has upscaled the applicability of vibration monitoring systems in recent years. Raspberry Shake devices are among those systems, constituting a crowdsourcing framework and forming a worldwide seismic network of over a thousand nodes. While Raspberry Shake devices have been proven to densify seismograph arrays efficiently, their potential for structural health monitoring (SHM) is still unknown and is open to discovery. This paper presents recent findings from existing buildings located in Bucharest (Romania) equipped with Raspberry Shake 4D (RS4D) devices, whose signal recorded under multiple seismic events has been analyzed using different modal identification algorithms. The obtained results show that RS4D modules can capture the building vibration behavior despite the short-duration and low-amplitude excitation sources. Based on 15 RS4D device readings from five different multistorey buildings, the results do not indicate damage in terms of modal frequency decay. The findings of this research propose a baseline for future seismic events that can track the changes in vibration characteristics as a consequence of future strong earthquakes. In summary, this research presents multi-device, multi-testbed, and multi-algorithm evidence on the feasibility of RS4D modules as SHM instruments, which are yet to be explored in earthquake engineering.
物联网概念借助低成本传感器技术和无头计算机得以实现,近年来极大地提升了振动监测系统的适用性。Raspberry Shake 设备属于此类系统,它构成了众包框架,并形成了一个拥有超过一千个节点的全球地震网络。虽然 Raspberry Shake 设备已被证明能够有效地密集地震仪阵列,但它们在结构健康监测 (SHM) 方面的潜力尚不清楚,有待进一步发现。本文介绍了在配备 Raspberry Shake 4D (RS4D) 设备的罗马尼亚布加勒斯特的现有建筑物中的最新发现,对在多次地震事件下记录的信号使用不同的模态识别算法进行了分析。结果表明,RS4D 模块可以捕捉建筑物的振动行为,尽管激励源持续时间短且幅度低。基于来自五座不同多层建筑的 15 个 RS4D 设备读数,结果并未表明模态频率衰减方面存在损坏。该研究的结果为未来的地震事件提供了一个基准,可以跟踪由于未来强震而导致的振动特征变化。总之,本研究提出了多设备、多测试平台和多算法的证据,证明了 RS4D 模块作为 SHM 仪器的可行性,这在地震工程中还有待进一步探索。