Intelligent Strain Sensing on a Smart Composite Wing Using Extrinsic Fabry-Perot Interferometric Sensors and Neural Networks

Proceedings of the International Joint Conference on Neural Networks

Volumn 4, Issue , 2003, Pages 2667-2672

  Dua, Rohit ^a   Eller, Vicki ^b   Isaac, Kakkattukuzhy M ^b   Watkins, Steve E ^b   Wunsch, Donald C ^a  

^a MISSOURI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (United States)

^b Architectural and Environmental Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; INTERFEROMETRY; NEURAL NETWORKS; SENSORS; STRAIN; WIND TUNNELS;

INTELLIGENT STRAIN SENSING;

COMPOSITE MATERIALS;

EID: 0141815633     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. J. Edmonds, and G. A. Hickman, "Damage Detection and Identification in Composite Aircraft Components," IEEE Aerospace Conference Proceedings, 2000, Vol. 6, 2000, pp. 73-77
2. E. Udd, "Fiber Optic Smart Structures," Proceedings of the IEEE, 84 (6), 884-894 (1996)
3. W. B. Spillman Jr., "Sensing and Processing for Smart Structures," Proceedings of the IEEE, 84 (1), 68-77 (1996).
4. rd IEEE Conference on Decision and Control, 1, 91-96 (1994)
5. P. Tsou, and M. H. H. Shen, "Structural Damage Detection and Identification Using Neural Networks," AIAA Journal, 32 (1), 176-183 (1994).
6. R. Ceravolo, A. DC Stefano, and D. Sabia, "Hierarchical use of Neural Techniques is Structural Damage Recognition," Smart Materials and Structures, 4, 270-280 (1995).
7. K. A. Murphy, M. F. Gunther, A. M. Vengsarkar and R. O. Claus, "Fabry-Perot Fiber Optic Sensors in Full-Scale Fatigue Testing on an F-15 Aircraft," Applied Optics, 31, pp. 431-433 (1992).
8. F. Hale, "An Optical-fiber Fatigue Crack-detection and Monitoring System," Smart Materials and Structures, 2, 156-161 (1992).
9. S. M. Yang, and J. A Jeng, "Vibration Control of a Composite Plate with Embedded Optical Sensor and Piezoelectric Actuator," Journal of Intelligent Material Systems and Structure, 8, 393-9 (1997).
10. S. E. Watkins, G. W. Sanders, F. Akhavan, and K. Chandrashekhara, "Modal Analysis using Fiber Optic Sensors and Neural Networks for Prediction of Composite Beam Delamination," Smart Materials and Structures, 11, 489-495 (2002).
11. R. Dua, S. E. Watkins, D. C. Wunsch, K. Chandrashekhara, and F. Akhavan, "Detection and Classification of Impact-Induced Damage in Composite Plates using Neural Networks," INNS-IEEE International Joint Conference on Neural Networks, (Mount Royal, NJ: International Neural Network Society) (Washington DC, July 2001) p 51.
12. R. Ganguli, I. Chopra, and D. J. Haas, "Helicopter Rotor System Fault Detection using Physics-Based Model and Neural Networks," AIAA Journal, 36, 1078-1086 (1998).
13. M.T. Hagan, H.B. Demuth, M. Beale, Neural Network Design (PWS Publishing Company, Boston), 1996
14. A. Lunia, K. M. Isaac, K. Chandrashekhara, and S. E. Watkins, "Aerodynamic Testing of a Smart Composite Wing using Fiber-Optic Strain Sensing and Neural Networks," Smart Materials and Structures, 9, 767-773 (2000).
15. M. R. Saych, R. Viswanathan, and S.K. Dhali, "Neural Networks for Smart Structures with Fiber Optic Sensors", Proceedings of OE/Midwest: 1990, Proc. SPIE. 1396, 417-429 (1990).