Techno Press


Smart Structures and Systems   Volume 5, Number 1, January 2009, pages 43-54
DOI: http://dx.doi.org/10.12989/sss.2009.5.1.043
 
A decentralized approach to damage localization through smart wireless sensors
Min-Joong Jeong and Bong-Hwan Koh

 
Abstract     [Full Text]
    This study introduces a novel approach for locating damage in a structure using wireless sensor system with local level computational capability to alleviate data traffic load on the centralized computation. Smart wireless sensor systems, capable of iterative damage-searching, mimic an optimization process in a decentralized way. The proposed algorithm tries to detect damage in a structure by monitoring abnormal increases in strain measurements from a group of wireless sensors. Initially, this clustering technique provides a reasonably effective sensor placement within a structure. Sensor clustering also assigns a certain number of master sensors in each cluster so that they can constantly monitor the structural health of a structure. By adopting a voting system, a group of wireless sensors iteratively forages for a damage location as they can be activated as needed. Since all of the damage searching process occurs within a small group of wireless sensors, no global control or data traffic to a central system is required. Numerical simulation demonstrates that the newly developed searching algorithm implemented on wireless sensors successfully localizes stiffness damage in a plate through the local level reconfigurable function of smart sensors.
 
Key Words
    damage detection; wireless sensor network; voting system; clustering technique.
 
Address
Min-Joong Jeong; Supercomputing Application Team, Korea Institute of Science and Technology Information, Daejeon, Korea
Bong-Hwan Koh; Department of Mechanical Engineering, Dongguk University, 3-26 Pil-dong, Chung-gu, Seoul 100-715, Korea
 

Techno-Press: Publishers of international journals and conference proceedings.       Copyright © 2019 Techno Press
P.O. Box 33, Yuseong, Daejeon 305-600 Korea, Tel: +82-42-828-7996, Fax : +82-42-828-7997, Email: technop@chol.com