A generic sensor network design framework based on a detectability measure

Proceedings of the ASME Design Engineering Technical Conference

Volumn 3, Issue PARTS A AND B, 2010, Pages 1013-1022

  Wang, Pingfeng ^a   Youn, Byeng D ^a   Hu, Chao ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DAMAGE LEVEL; DESIGN FRAMEWORKS; DESIGN METHODOLOGY; DESIGN OPTIMIZATION PROBLEM; DETECTABILITY; ENGINEERING STRUCTURES; GENERIC SENSORS; GEOMETRIC TOLERANCE; MATERIAL PROPERTY; MIXED-INTEGER NONLINEAR PROGRAMMING; PROGNOSTICS AND HEALTH MANAGEMENTS; SAFETY-CRITICAL; SENSORY SIGNALS; STATE CLASSIFICATION; STRUCTURAL HEALTH; STRUCTURAL SIMULATIONS; STRUCTURAL SYSTEMS; TECHNOLOGICAL ADVANCES;

FITS AND TOLERANCES; HEALTH; INTEGER PROGRAMMING; POWER TRANSFORMERS; SENSOR NETWORKS; SENSORS; STRUCTURAL OPTIMIZATION;

DESIGN;

EID: 80055014246     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DETC2010-29181     Document Type: Conference Paper

References (24)

1. Li, H.-N., D.-S. Li, and G.-B. Song, Recent applications of fiber optic sensors to health monitoring in civil engineering. Engineering Structures, 2004. 26(11): p. 1647-1657.
2. Zhao, X., Gao, H., Zhang, G., Ayhan, B., Yan, F. and Kwan, C., "Active health monitoring of an aircraft wing with embedded piezoelectric sensor/actuator network: I. Defect detection, localization and growth monitoring, " Smart Materials and Structures, 2007. 16(4): p. 1208-1217.
3. Tanner, Neal A., Wait, Jeannette R., Farrar, Charles R., Sohn, Hoon, "Structural Health Monitoring Using Modular Wireless Sensors," Journal of Intelligent Material Systems and Structures, 2003 14: 43-56
4. Ling, Q., Tian, Z., Yin, Y., and Li, Y., "Localized Structural Health Monitoring Using Energy-Efficient Wireless Sensor Networks," November, 2009, IEEE Sensors Journal, Vol. 9, No. 11.
5. Bocca, M., Cosar, E.I., Salminen, J., and Eriksson, L.M., "A Reconfigurable Wireless Sensor Network for Structural Health Monitoring," 4th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-4), 22-24, July, 2009, Zurich, Switzerland.
6. Chang, F-K and Markmiller, J F C, "A new look in design of intelligent structures with SHM," Proc. 3rd European Workshop: Structural Health Monitoring pp 5-20, 2006
7. Buczak, A.L, Wang, H., Darabi, H., and Jafari, M.A., "Genetic algorithm convergences study for sensor network optimization," Inform. Sci. 133 267-82, 2001
8. Chakrabarty, K., and Chiu, P.K., "Grid coverage for surveillance and target location in distributed sensor networks," IEEE Trans. Comput. 51 1448-53, 2002
9. Field, R.V.J., and Grogoriu, M., "Optimal design of sensor networks for vehicle detection, classification and monitoring," Probab. Eng. Mech. 21 305-16, 2006
10. Guratzsch R F and Mahadevan S 2006 Sensor placement design for SHM under uncertainty Proc. 3rd European Workshop: Structural Health Monitoring pp 1168-75
11. Li D S, Li H N and Fritzen C P 2006 On the physical significance of the norm based sensor placement method Proc. 3rd European Workshop: Structural Health Monitoring pp 1135-43
12. Ntotsios, E., Christodoulou, K., and Papadimitriou, C., "Optimal sensor location methodology for structural identification and damage detection," Proc. 3rd European Workshop: Structural Health Monitoring, pp 1160-7, 2006.
13. Azarbayejani1,M., El-Osery, A.I., Choi, K.K., and Taha, M.M.R., "A probabilistic approach for optimal sensor allocation in structural health monitoring," Smart Mater. Struct. 17 (2008) 055019 (11)
14. Flynn, E.B., and Todd, M.D., "A Bayesian approach to optimal sensor placement for structural health monitoring with application to active sensing," Mechanical System and Signal Processing, In Press, Corrected Proof.
15. Udwadia, F.E., "Methodology for optimal sensor locations for parameter identification in dynamic systems," ASCE J. Eng. Mech. 120 368-90, 1994.
16. Heredia-Zavoni, E., and Esteva, E.L., "Optimal instrumentation of uncertain structural systems subject to earthquake motion," Earthq. Eng. Struct. Dyn., 27, 343-62, 1998.
17. Papadimitriou, C., Beck, J.L., and Au, S-K, "Entropybased optimal sensor location for structural model updating," J. Vib. Control, (6) 781-800, 2000
18. Kirkgaard, P.H., and Brincker, R., "On the optimal location of sensors for parameter identification of linear structural systems," Mech. Syst. Signal Process. 8 639-47, 1999.
19. Adjiman, C.S., Androulakis, I.P., Floudas, C.A.: Global optimization of mixed-integer nonlinear problems. AIChE J. 46, 1769-1797, 2000.
20. Wei, J., Realff, J., "Sample average approximation methods for stochastic MINLPs," Comp. Chem. Eng., 28, 333-346, 2004.
21. Leibfield, T., "Online monitors keep transformers in service," IEEE Computer Appl. Power, pp. 36-42, July 1998.
22. Rivera, H.L., Garcia-Souto, J.A., and Sanz, J., "Measurements of mechanical vibrations at magnetic cores of power transformers with fiber-optic interferometric intrinsic sensor," IEEE Journal on Selected Topics in Quantum Electronics, Vol.6, No.5, 2000.
23. Allan, D., Brundell, M., Boyd, K., and Hinde, D., "New techniques for monitoring the insulation quality of inservice HV apparatus," IEEE Trans. Elect. Insulation, vol. 27, pp. 578-585, Mar. 1992.
24. Valle, Y.D., Venayagamoorthy, G.K., Mohagheghi, S., Hernandez, J-C, and Harley, R.G., "Particle Swarm Optimization: basic concepts, variants and applications in power systems," IEEE Transaction on Evolutionary Computation, Vol.12, No.2, April, 2008.