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Mathematical Problems in Engineering
Volume 2015, Article ID 626342, 10 pages
http://dx.doi.org/10.1155/2015/626342
Research Article

A New Optimal Sensor Placement Strategy Based on Modified Modal Assurance Criterion and Improved Adaptive Genetic Algorithm for Structural Health Monitoring

1College of Defense Engineering, PLA University of Science and Technology, Nanjing 210007, China
2Technical Management Office of Naval Defense Engineering, Beijing 100841, China

Received 7 July 2014; Accepted 23 August 2014

Academic Editor: Zheng-Guang Wu

Copyright © 2015 Can He et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. B. Bhattacharya, “Disaster mitigation of large infrastructure systems,” in Proceedings of the International Symposium on Engineering under Uncertainty: Safety Assessment and Management (ISEUSAM '12), pp. 477–482, Bombay, India, January 2013.
  2. S. Jang, H. Jo, S. Cho et al., “Structural health monitoring of a cable-stayed bridge using smart sensor technology: deployment and evaluation,” Smart Structures and Systems, vol. 6, no. 5-6, pp. 439–459, 2010. View at Publisher · View at Google Scholar · View at Scopus
  3. B. Li, D. Li, X. Zhao, and J. Ou, “Optimal sensor placement in health monitoring of suspension bridge,” Science China Technological Sciences, vol. 55, no. 7, pp. 2039–2047, 2012. View at Publisher · View at Google Scholar · View at Scopus
  4. C. Boller, F. K. Chang, and Y. Fujino, Encyclopedia of Structural Health Monitoring, John Wiley & Sons, New York, NY, USA, 2009.
  5. J. P. Ou and H. N. Li, “Structural health monitoring in mainland china: review and future trends,” Structural Health Monitoring, vol. 9, no. 3, pp. 219–231, 2010. View at Publisher · View at Google Scholar · View at Scopus
  6. D. Balageas and C. P. Fritzen, Structural Health Monitoring, ISTE, London, UK, 2006.
  7. M. Salama, T. Rose, and J. Garba, “Optimal placement of excitations and sensors for verification of large dynamical systems,” in Proceedings of the 28th Structures, Structural Dynamics, and Materials Conference, pp. 1024–1031, Pasadena, Calif, USA, January 1987.
  8. N. Debnath, A. Dutta, and S. K. Deb, “Placement of sensors in operational modal analysis for truss bridges,” Mechanical Systems and Signal Processing, vol. 31, no. 8, pp. 196–216, 2012. View at Publisher · View at Google Scholar · View at Scopus
  9. D. C. Kammer, “Sensor placement for on-orbit modal identification and correlation of large space structures,” Journal of Guidance, Control, and Dynamics, vol. 14, no. 2, pp. 251–259, 1991. View at Publisher · View at Google Scholar · View at Scopus
  10. M. Meo and G. Zumpano, “Optimal sensor placement on a large scale civil structure,” International Society for Optics and Photonics, pp. 108–117, 2004. View at Publisher · View at Google Scholar
  11. L. Qin and X. R. Zhang, “Successive sensor placement for modal paring based-on QR factorization,” Journal of Vibration Measurement & Diagnosis, vol. 27, no. 3, pp. 1–8, 2001. View at Google Scholar
  12. D.-S. Li, H.-N. Li, and C.-P. Fritzen, “A note on fast computation of effective independence through QR downdating for sensor placement,” Mechanical Systems and Signal Processing, vol. 23, no. 4, pp. 1160–1168, 2009. View at Publisher · View at Google Scholar · View at Scopus
  13. C. Papadimitriou, J. L. Beck, and S.-K. Au, “Entropy-based optimal sensor location for structural model updating,” Journal of Vibration and Control, vol. 6, no. 5, pp. 781–800, 2000. View at Publisher · View at Google Scholar · View at Scopus
  14. H. Wang, G. Pottie, K. Yao, and D. Estrin, “Entropy-based sensor selection heuristic for target localization,” in Proceedings of the 3rd International Symposium on Information Processing in Sensor Networks, pp. 36–45, April 2004. View at Publisher · View at Google Scholar · View at Scopus
  15. T. G. Carne and C. R. Dohrmann, “A modal test design strategy for model correlation,” in Proceedings of the 13th International Society for Optical Engineering Conference, pp. 927–933, New York, NY, USA, February 1995.
  16. X. Wang, J.-J. Ma, S. Wang, and D.-W. Bi, “Distributed particle swarm optimization and simulated annealing for energy-efficient coverage in wireless sensor networks,” Sensors, vol. 7, no. 5, pp. 628–648, 2007. View at Publisher · View at Google Scholar · View at Scopus
  17. S. Fidanova, P. Marinov, and E. Alba, “Ant algorithm for optimal sensor deployment,” Computational Intelligence, vol. 399, no. 5, pp. 21–29, 2012. View at Publisher · View at Google Scholar · View at Scopus
  18. N. Kukunuru, B. R. Thella, and R. L. Davuluri, “Sensor deployment using particle swarm optimization,” International Journal of Engineering Science and Technology, vol. 10, no. 2, pp. 5395–5401, 2010. View at Google Scholar
  19. T.-H. Yi, H.-N. Li, and X.-D. Zhang, “A modified monkey algorithm for optimal sensor placement in structural health monitoring,” Smart Materials and Structures, vol. 21, no. 10, Article ID 105033, pp. 1–9, 2012. View at Publisher · View at Google Scholar · View at Scopus
  20. W. Liu, W.-C. Gao, Y. Sun, and M.-J. Xu, “Optimal sensor placement for spatial lattice structure based on genetic algorithms,” Journal of Sound and Vibration, vol. 317, no. 1-2, pp. 175–189, 2008. View at Publisher · View at Google Scholar · View at Scopus
  21. T.-H. Yi, H.-N. Li, and M. Gu, “Optimal sensor placement for health monitoring of high-rise structure based on genetic algorithm,” Mathematical Problems in Engineering, vol. 2011, Article ID 395101, 12 pages, 2011. View at Publisher · View at Google Scholar · View at Scopus
  22. A. A. Javadi, R. Farmani, and T. P. Tan, “A hybrid intelligent genetic algorithm,” Advanced Engineering Informatics, vol. 19, no. 4, pp. 255–262, 2005. View at Publisher · View at Google Scholar · View at Scopus
  23. T.-H. Yi and H.-N. Li, “Methodology developments in sensor placement for health monitoring of civil infrastructures,” International Journal of Distributed Sensor Networks, vol. 2012, Article ID 612726, 11 pages, 2012. View at Publisher · View at Google Scholar · View at Scopus
  24. T.-H. Yi, H.-N. Li, and G.-X. Wang, “Optimal sensor placement for super high-rise building based on simplified finite element model,” Chinese Journal of Computational Mechanics, vol. 25, no. 4, pp. 417–423, 2008. View at Google Scholar · View at Scopus
  25. E. L. Wilson, Three-Dimensional Static and Dynamic Analysis of Structures, Computers & Structures, California, Calif, USA, 2002.
  26. M. Srinivas and L. M. Patnaik, “Adaptive probabilities of crossover and mutation in genetic algorithms,” IEEE Transactions on Systems, Man and Cybernetics, vol. 24, no. 4, pp. 656–667, 1994. View at Publisher · View at Google Scholar · View at Scopus
  27. C. He, J. C. Xing, and J. L. Li, “A combined optimal sensor placement strategy for the structural health monitoring of bridge structures,” International Journal of Distributed Sensor Networks, vol. 2013, Article ID 820694, 9 pages, 2013. View at Publisher · View at Google Scholar