Monitoring structural health using a probabilistic measure

Computer-Aided Civil and Infrastructure Engineering

Volumn 16, Issue 1, 2001, Pages 1-11

  Beck, James L ^a   Siu Kui, Au ^a   Vanik, Michael W ^b  

^a California Institute of Technology   (United States)

^b AEROSPACE CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0347035146     PISSN: 10939687     EISSN: None     Source Type: Journal    
DOI: 10.1111/0885-9507.00209     Document Type: Article

References (20)

1. Aktan, A. E., Farhey, D. N., Helmicki, A. J., Brown, D. L., Hunt, V. J., Lee, K. L. & Levi, A., Structural identification for condition assessment: Experimental arts, Journal of Structural Engineering, 123 (12) (1997), 1674-84.
2. Beck, J. L., Statistical system identification of structures, in Proceedings of the Fifth International Conference on Structural Safety and Reliability, ASCE, New York, 1989, pp. 1395-1402.
3. Beck, J. L. & Katafygiotis, L. S., Probabilistic system identification and health monitoring of structures, in Proceedings Tenth World Conference on Earthquake Engineering, A. A. Balkema, Rotterdam, 1992.
4. Beck, J. L. & Katafygiotis, L. S., Updating models and their uncertainties: Bayesian statistical framework, Journal of Engineering Mechanics, 124 (4) (1998), 455-61.
5. Beck, J. L., May, B. S. & Polidori, D. C., Determination of modal parameters from ambient vibration data for structural health monitoring, in Proceedings First World Conference on Structural Control, Pasadena, CA, 1994, pp. TA3:3-12.
6. Caughey, T. K. & O'Kelly, M. E. J., Classical normal modes in damped linear dynamic systems, Journal of Applied Mechanics, 32 (3) (1965), 583-8.
7. Cox, R. T., The Algebra of Probable Inference, Johns Hopkins Press, Baltimore, 1961.
8. Doebling, S. W., Farrar, C. R., Prime, M. B. & Shevitz, D. W., Damage identification and health monitoring of structural and mechanical systems from changes in their vibrations characteristics: A literature review, Technical Report LA-13070-MS, Los Alamos National Laboratory, NM, 1996.
9. Hjelmstad, K. D. & Shin, S., Damage detection and assessment of structures from static response, Journal of Engineering Mechanics, 123 (6) (1997), 568-76.
10. Jaynes, E. T., Where do we stand on maximum entropy? in The Maximum Entropy Formalism, ed. by R. D. Levine & M. Tribus, MIT Press, Cambridge, MA, 1978.
11. Katafygiotis, L. S. & Beck, J. L., Updating models and their uncertainties: Model identifiability, Journal of Engineering Mechanics, 124 (4) (1998), 463-7.
12. Kim, J. T. & Stubbs, N., Model-uncertainty impact and damage-detection accuracy in plate girder, Journal of Engineering, 121 (10) (1995), 1409-1417.
13. Levine-West, M. B., Milman, M. H. & Kissil, A., Mode shape expansion techniques for prediction: Experimental evaluation, AIAA Journal, 34 (4) (1996), 821-9.
14. Mottershead, J. E. & Friswell, M. I., Model updating in structural dynamics: A survey, Journal of Sound and Vibration, 167 (2) (1993), 347-75.
15. Natke, H. G. & Yao, J., Eds., Structural Safety Evaluation Based on System Identification Approaches, Vieweg-Verlag, Wiesbaden,1988.
16. Papadimitriou, C., Beck, J. L. & Katafygiotis, L. S., Asymptotic expansions for reliability and moments of uncertain systems, Journal of Engineering Mechanics, 123 (12) (1997), 1219-29.
17. Sanayei, M., Doebling, S. W., Farrar, C. R. & Wadia-Fascetti, S., Challenges in parameter estimation for condition assessment of structures, in Proceedings of Structural Engineers World Congress, Elsevier Science, New York, 1998.
18. Sanayei, M., McClain, J. A. S., Wadia-Fascetti, S. & Santini, E. M., Parameter estimation incorporating modal data and boundary conditions, Journal of Structural Engineering, 125 (9) (1999), 1048-55.
19. Sohn, H. & Law, K. H., A Bayesian probabilistic approach for structure damage detection, Earthquake Engineering and Structural Dynamics, 26 (1997), 1259-81.
20. Vanik, M. W., A Bayesian probabilistic approach to structural health monitoring, Ph.D. thesis in Applied Mechanics, Report EERL 97-07, California Institute of Technology, Pasadena, 1997.