DocumentCode :
58917
Title :
Cyber-Physical Codesign of Distributed Structural Health Monitoring with Wireless Sensor Networks
Author :
Hackmann, Gregory ; Weijun Guo ; Guirong Yan ; Zhuoxiong Sun ; Chenyang Lu ; Dyke, Shirley
Author_Institution :
Dept. of Comput. Sci. & Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
Volume :
25
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
63
Lastpage :
72
Abstract :
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.
Keywords :
condition monitoring; structural engineering; wireless sensor networks; cyber physical codesign; distributed structural health monitoring; flexibility based damage localization methods; structural engineering algorithms; wireless sensor networks; Bridges; Computer architecture; Monitoring; Sensor systems; Shape; Wireless sensor networks; Wireless sensor networks; cyber-physical systems; structural health monitoring;
fLanguage :
English
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1045-9219
Type :
jour
DOI :
10.1109/TPDS.2013.30
Filename :
6463394
Link To Document :
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