Hotelling T2 Index Based PCA Method for Fault Detection in Transient State Processes |
Asghar, Furqan
(School of Electronics and Information Engineering, Kunsan National University)
Talha, Muhammad (School of Electronics and Information Engineering, Kunsan National University) Kim, Se-Yoon (School of Electronics and Information Engineering, Kunsan National University) Kim, SungHo (Department of Control and Robotics Engineering, Kunsan National University) |
1 | R. Isermann, Fault Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance, Springer, 2006. |
2 | C. Angeli, "On-line fault detection techniques for technical systems: A survey," International Journal of Comuputer Science & Applications, vol. 1, no. 1, pp. 12-30, 2004. |
3 | J. E. Jackson and G. S. Mudholkar, "Control procedures for residual associated with principal component analysis," Technometrics, vol. 21, no. 3, pp. 341-349, 1979. DOI |
4 | T. Kourti, "Process analysis and abnormal situation detection: From theory to practice," IEEE Control System Magazine, vol. 22, no. 5, pp. 10-25, 2002. DOI |
5 | B. M. Wise and N. B. Gallagher, "The process chemometrics approach to process monitoring and fault detection," Journal of Process Control, vol. 6, no. 6, pp. 329-348, Dec. 1996. DOI |
6 | J. Chen and R. J. Patton, Robust Model based Diagnosis for Dynamics Systems, Academic Publisher, 1999. |
7 | H. Hotelling, Multivariate Quality Control Illustrated by the Testing of Sample Bombsights, Selected Techniques of Statistical Analysis, Mcgraw-hill, NewYork, 1947. |
8 | Thamara Villegas, Maria Jesus Fuente and Miguel Rodriguez, "Principal Component Analysis for Fault Detection and Diagnosis Experience with a Pilot Plant," Advances in Computational Intelligence, Man-Machine Systems and Cybernetics, pp. 147-152, 2010. |
9 | L. H. Chiang, E. L. Russell, and R. D. Braatz, Fault Detection and Diagnosis in Industrial Systems, Springer-Verlag, 2001. |
10 | D. Antory, "Application of a data-driven monitoring technique to diagnose air leaks in an automotive diesel engine: A case study," Mechanical Systems and Signal Processing, vol. 21, pp. 795-808, 2007. DOI |