Fisher Discriminant Analysis and the T2 statistic for process fault detection and classification

IECON Proceedings (Industrial Electronics Conference)

Volumn 3, Issue , 2002, Pages 1995-2000

  Beale, Guy O ^a   Kim, Joseph H ^a  

^a George Mason University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FISHER DISCRIMINANT ANALYSIS; HOTELLING STATISTIC; PROCESS FAULT DETECTION; UNDERWATER VEHICLE;

COMPUTER SIMULATION; FAILURE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL PROCESS CONTROL; UNDERWATER EQUIPMENT; WATER CRAFT;

CONTROL SYSTEM ANALYSIS;

EID: 0036949115     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2002.1185278     Document Type: Conference Paper

References (7)

1. J. H. Kim and G. O. Beale, "Fault detection and classification for underwater vehicle with quantification of contributing variables," in Proc. Of Mediterranean Control and Automation Conference, Lisbon, PT, July 2002.
2. E. L. Russell, L. H. Chiang, and R. D. Braatz, Data-Driven Methods for Fault Detection and Diagnosis in Chemical Processes, Springer-Verlag, New York, 2000.
3. Guy O. Beale and Joseph Kim, "A robust approach to reconfigurable control," in Proceedings of 5th IFAC Conference on Maneuvering and Control of Marine Craft, Aalborg, Denmark, August 2000, pp. 197-202.
4. 2 statistic," in Proc. Of Mediterranean Control and Automation Conference, Dubrovnik, Croatia, June 2001.
5. D.J. Hand, Discrimination and Classification, John Wiley & Sons, New York, 1981.
6. Richard A. Johnson and Dean W. Wichern, Applied Multivariate Statistical Analysis, Prentice Hall, Upper Saddle River, NJ, 4th editon, 1998.
7. N.R. Draper and H. Smith, Applied Regression Analysis, John Wiley & Sons, New York, 2nd edition, 1981.