Three models for sensor validation

Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009

Volumn 1, Issue , 2009, Pages 529-536

  Kullaa, J ^a,b  

^a AALTO UNIVERSITY   (Finland)

^b HELSINKI METROPOLIA UNIVERSITY OF APPLIED SCIENCES   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ITERATIVE METHODS; MEAN SQUARE ERROR; MONITORING; STRUCTURAL HEALTH MONITORING;

FAULTY SENSOR; INPUT PARAMETER; ITERATIVE ALGORITHM; MINIMUM MEAN-SQUARE-ERROR ESTIMATIONS; NUMBER OF PRINCIPAL COMPONENTS; SENSOR VALIDATION; SINGLE SENSOR; THREE MODELS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77953327056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Dunia, R., Qin, S. J., Edgar, T. F., and McAvoy, T. J. 1996. Identification of faulty sensors using principal component analysis. AiChe Journal, Vol. 42, No. 10, 2797-2812.
2. Kerschen, G., De Boe, P., Golinval, J.-C, and Worden, K. 2005. Sensor validation using principal component analysis. Smart Materials and Structures, Vol. 14, 36-42.
3. Friswell, M. I. and Inman, D. J. 1999. Sensor validation of smart structures. Journal of Intelligent Material Systems and Structures, Vol. 10, 973-982.
4. Abdelghani, M. and Friswell, M. I. 2004. Sensor validation for structural systems with additive sensor faults. Structural Health Monitoring, Vol 3, No. 3, 265-275.
5. Abdelghani, M. and Friswell, M. I. 2007. Sensor validation for structural systems with multiplicative sensor faults. Mechanical Systems and Signal Processing, 21(2007), 270-279.
6. Hernandez-Garcia, M. R. and Masri, S. F. 2008. Multivariate Statistical Analysis for Detection and Identification of Faulty Sensors Using Latent Variable Methods. Advances in Science and Technology, Vol. 56(2008), 501-507.
7. Kullaa, J. 2004. Sensor fault identification and correction in structural health monitoring. Proceedings of ISMA2006, International Conference on Noise and Vibration Engineering. Sas, P. and De Munck, M. (eds.). Leuven, Belgium, September 18-20, 2006. 873-884.
8. Kullaa, J. 2007. Sensor fault identification and correction in vibration-based multichannel structural health monitoring. Proceedings of the 6th International Workshop on Structural Health Monitoring. Fu-Kuo Chang (ed). Stanford, CA. September 11-13, 2007. Stanford University. DEStech Publications. 606-613.
9. Kullaa, J. 2009. Sensor validation using minimum mean square error estimation. Submitted to Mechanical Systems and Signal Processing.
10. Kullaa, J. Comparison of three models for sensor validation. 2009. Submitted to Smart Materials and Structures.
11. Sharma, S. 1996. Applied multivariate techniques. New York. John Wiley & Sons. 493 p.
12. Mardia, K. V., Kent, J. T. and Bibby, J. M. 1979. Multivariate analysis. London. Academic Press. 521 p.
13. Montgomery, D. C. 1997. Introduction to statistical quality control. 3rd ed. New York. John Wiley & Sons. 728 p.
14. Swets, J. A. 1988. Measuring the accuracy of diagnostic systems. Science, Vol. 240, 1285-1293.