xShake : Intelligent wireless system for cost-effective real-time seismic monitoring of civil infrastructure

IF 2.1 3区 工程技术 Q2 ENGINEERING, CIVIL
Yuguang Fu, T. Hoang, K. Mechitov, Jong R. Kim, Dichuan Zhang, B. Spencer
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引用次数: 4

Abstract

Seismic structural health monitoring (SHM) of structures is critical not only to detect earthquakes to send early warning, but also to enable rapid structural condition assessment to ensure safety. Traditional monitoring systems using wired sensors are expensive. Wireless sensors offer tremendous opportunity to reduce costs, which remains elusive for seismic structural monitoring due to two main obstacles. First, there are constraints on power resources. Most wireless sensors are dutycycled to preserve limited battery power; and hence, can miss an earthquake in power-saving sleep mode. Second, there is a lack of support for rapid post-event data collection and processing. Conventional data transmission after sensing can introduce significant delays, and real-time data acquisition that eliminates these delays has limited throughput. In this paper, an intelligent wireless monitoring system, xShake, is developed for cost-effective real-time seismic SHM. It consists of: 1) energy-efficient wireless sensor prototypes utilizing on-demand sensing technique, 2) live-streaming framework that supports high-throughput real-time data acquisition, and 3) a rapid condition assessment application, enabling real-time data visualization and processing for end users. The performance of the xShake is validated through lab tests, demonstrating that it can capture high-fidelity synchronized data under earthquakes and enable real-time structural condition assessment.
xShake:智能无线系统,用于民用基础设施的经济高效实时地震监测
结构的地震结构健康监测(SHM)不仅对检测地震发出预警至关重要,而且对快速评估结构状态以确保安全至关重要。使用有线传感器的传统监测系统是昂贵的。无线传感器为降低成本提供了巨大的机会,但由于两个主要障碍,这对于地震结构监测来说仍然难以捉摸。首先,电力资源受到限制。大多数无线传感器都是dutycycle的,以保持有限的电池电量;并且因此可以在节能睡眠模式中错过地震。其次,缺乏对事件后快速数据收集和处理的支持。传感后的传统数据传输可能会引入显著的延迟,而消除这些延迟的实时数据采集的吞吐量有限。本文开发了一种智能无线监测系统xShake,用于经济高效的实时地震SHM。它包括:1)利用按需传感技术的节能无线传感器原型,2)支持高通量实时数据采集的直播框架,以及3)快速状态评估应用程序,为最终用户实现实时数据可视化和处理。xShake的性能通过实验室测试得到了验证,证明它可以在地震下捕获高保真同步数据,并实现实时结构状态评估。
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来源期刊
Smart Structures and Systems
Smart Structures and Systems 工程技术-工程:机械
CiteScore
6.50
自引率
8.60%
发文量
0
审稿时长
9 months
期刊介绍: An International Journal of Mechatronics, Sensors, Monitoring, Control, Diagnosis, and Management airns at providing a major publication channel for researchers in the general area of smart structures and systems. Typical subjects considered by the journal include: Sensors/Actuators(Materials/devices/ informatics/networking) Structural Health Monitoring and Control Diagnosis/Prognosis Life Cycle Engineering(planning/design/ maintenance/renewal) and related areas.
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