A Kalman filter approach to the detection of structural damage

Structural Health Monitoring 2003: From Diagnostics and Prognostics to Structural Health Management - Proceedings of the 4th International Workshop on Structural Health Monitoring, IWSHM 2003

Volumn , Issue , 2003, Pages 1275-1284

  Fritzen, C P ^a   Mengelkamp, G ^a  

^a UNIVERSITY OF SIEGEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CERAMIC MATERIALS; DAMAGE DETECTION; KALMAN FILTERS; STATE SPACE METHODS; STRUCTURAL ANALYSIS; SYSTEMS ENGINEERING; TIME DOMAIN ANALYSIS;

COMPOSITE PANELS; MEASUREMENT DATA; MEASUREMENT NOISE; PIEZO-CERAMIC ACTUATORS; SELF-DIAGNOSTICS; STATISTICAL EVALUATION; STRUCTURAL DAMAGES; TIME-DOMAIN APPROACH;

STRUCTURAL HEALTH MONITORING;

EID: 84944458866     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Rytter, A., 1993. "Vibration based inspection of civil engineering structures", Ph.D. Dissertation. Department of Building Technology and Structural Engineering, Aalborg University, Denmark.
2. Frank, P. M., 1994. "Fault Diagnosis in Dynamic Systems Using Analytical and Knowledge-based Redundancy - A Survey and some new Results", Automatica, Vol. 26, No. 3, pp. 459-474.
3. Willsky, A., 1976. "A Survey in Design Methods for Failure Detection in Dynamic Systems", Automatica, Vol. 12, pp. 601-611.
4. Mehra, R.K., Peschon, J., 1971. "An Innovations Approach to Fault Detection and Diagnosis in Dynamic Systems", Automatica, Vol. 7, pp. 637-640.
5. Patton, R., Frank, P., Clark, R., 1989. "Fault Diagnosis in Dynamic Systems-Theory and Application", Prentice Hall, Herfordshire (UK).
6. Gertler, J.J., 1998, "Fault Detection and Diagnosis in Engineering Systems", Marcel Dekker Inc., New York (NY).
7. Basseville, M., 1988. "Detecting Changes in Signals and systems - A Survey", Automatica, Vol. 24, No. 3, pp. 309-326.
8. Lewis, F.L., 1986. "Optimal Estimation", John Wiley & Sons, New York (NY).
9. Sohn, H., Farrar, CR., Hunter, N.F., Worden, K., 2001. "Structural Health Monitoring Using Statistical Pattern Recognition Techniques", J. Dynamic System, Measurement and Control, Transactions of the ASME, Vol. 123, pp. 706-711.
10. Juang, J.-N., 1994. "Applied System Identification", Prentice Hall PTR, Upper Saddle River, NJ.
11. Juang, J.-N., Pappa, R.S., 1985. "An Eigensystem Realization Algorithm for Modal Parameter Identification and Model Reduction", J. of Guidance, Control and Dynamics, Vol. 8, No. 5, pp. 620-627.
12. Mendenhall, W., Beaver, R.J., 1991. "Introduction to Probability and Statistics", PWS-Kent Publishing Comp., Boston.
13. Fritzen, C.-P., Seibold, S., 1990. "Identification of Mechanical Systems by Means of the Extended Kalman Filter", Proc. 3rd International IFToMM Conf. on Rotordynamics, Lyon, France, pp. 423-429.
14. Söffker, D., Bajkowski, J., 1991. "Crack Detection of a Rotor by State Observers", Proc. 8th IFToMM World Congress on the Theory of Machines and Mechanisms, Prag, pp. 771-774.
15. Waller, H., Schmidt, R., 1990. "The Application of State Observers in Structural Dynamics", Mechanical Systems and Signal Processing, 4(3), pp. 195-213.
16. Basseville, M., Abdelghani, M., Benveniste A, 2000, "Subspace-based fault detection algorithms for vibration monitoring", Automatica, 36, pp. 101-109.
17. Fritzen, C.-P., Mengelkamp, G., Güemes, A., 2002, "A CFRP Plate with Piezo-Electric Actuators and Sensors as Self-Diagnostic Intelligent Structure", Proc. ISMA 2002, 16th-18th Sept. 2002, Leuven, Belgium, pp. 185-191.
18. Peeters, B., DeRoeck G., 1999. "Reference-Based Stochastic Subspace Identification for Output-Only Modal Analysis", Mechanical Systems and Signal Processing, 12(6), pp. 855-878.