TY - JOUR
T1 - Cyber-physical codesign of distributed structural health monitoring with wireless sensor networks
AU - Hackmann, Gregory
AU - Guo, Weijun
AU - Yan, Guirong
AU - Sun, Zhuoxiong
AU - Lu, Chenyang
AU - Dyke, Shirley
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2014/1/1
Y1 - 2014/1/1
N2 - 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.
AB - 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.
KW - cyber-physical systems
KW - structural health monitoring
KW - Wireless sensor networks
UR - http://www.scopus.com/inward/record.url?scp=84901048066&partnerID=8YFLogxK
U2 - 10.1109/TPDS.2013.30
DO - 10.1109/TPDS.2013.30
M3 - Article
AN - SCOPUS:84901048066
SN - 1045-9219
VL - 25
SP - 63
EP - 72
JO - IEEE Transactions on Parallel and Distributed Systems
JF - IEEE Transactions on Parallel and Distributed Systems
IS - 1
M1 - 6463394
ER -