Cyber-Physical Codesign of Distributed Structural Health Monitoring with Wireless Sensor Networks

被引:138
|
作者
Hackmann, Gregory [1 ]
Guo, Weijun [1 ]
Yan, Guirong [2 ]
Sun, Zhuoxiong [3 ]
Lu, Chenyang [1 ]
Dyke, Shirley [3 ]
机构
[1] Washington Univ, Dept Comp Sci & Engn, St Louis, MO 63130 USA
[2] Univ Texas El Paso, Dept Civil Engn, El Paso, TX 79968 USA
[3] Purdue Univ, Bowen Lab, W Lafayette, IN 47906 USA
基金
美国国家科学基金会;
关键词
Wireless sensor networks; structural health monitoring; cyber-physical systems; DAMAGE DETECTION APPROACH; ALGORITHMS; SYSTEMS;
D O I
10.1109/TPDS.2013.30
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Our deteriorating civil infrastructure faces the critical challenge of long-term structural health monitoring for damage detection and localization. In contrast to existing research that often separates the designs of wireless sensor networks and structural engineering algorithms, this paper proposes a cyber-physical codesign approach to structural health monitoring based on wireless sensor networks. Our approach closely integrates 1) flexibility-based damage localization methods that allow a tradeoff between the number of sensors and the resolution of damage localization, and 2) an energy-efficient, multilevel computing architecture specifically designed to leverage the multiresolution feature of the flexibility-based approach. The proposed approach has been implemented on the Intel Imote2 platform. Experiments on a simulated truss structure and a real full-scale truss structure demonstrate the system's efficacy in damage localization and energy efficiency.
引用
收藏
页码:63 / 72
页数:10
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