Fault diagnosis in a heat exchanger using process history based-methods

Computer Aided Chemical Engineering

Volumn 28, Issue C, 2010, Pages 169-174

  Tudón Martínez, Juan C ^a   Morales Menendez, Ruben ^a   Garza Castañón, Luis E ^a  

^a SCHOOL OF ENGINEERING AND SCIENCES   (Mexico)

Author keywords

ANN; DPCA; Fault Detection; Fault Diagnosis

Indexed keywords

EID: 77955224433     PISSN: 15707946     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S1570-7946(10)28029-X     Document Type: Article

References (15)

1. P. Ballé, M. Fischer, D. Füssel, and R. Isermann, 1997, Integrated Control, Diagnosis and Reconfiguration of a Heat Exchanger, ACC, Albuquerque New Mexico, pp. 922-926.
2. K. Detroja, R. Gudi and S. Patwardhan, 2005, Plantwide Detection and Diagnosis using Correspondece Analysis, Control Engineering Practice.
3. J. A. Freeman and D. M. Skapura, 1991, Neural Networks: Algorithms, Applications and Programming Techniques, Adisson-Wesley.
4. M. Hagan, H. Demuth and M. Beale, 1996, Neural Network Design, PWS Publishing Company.
5. H. Hotelling, 1993, Analysis of a Complex of Statistical Variables into Principal Components, J. Educ. Psychol., 24.
6. R. Isermann, 2006, Fault-Diagnosis Systems, Springer, Germany, 1st edition.
7. J. Jackson and G. Mudholkar, 1979, Control Procedures for Residuals Associated with Principal Component Analysis, Technometrics, 21, pp. 341-349.
8. J. Korbicz, J. M. Koscielny, Z. Kowalczuk and W. Cholewa, 2004, Fault Diagnosis Models, Artificial Intelligence, Applications, Springer.
9. R. Krishnan and N. Pappa, 2005, Real Time Fault Diagnosis for a Heat Exchanger A Model Based Approach, IEEE Indicon Conference, Chennai India, pp. 78-82.
10. P. Miller, R. Swanson and C. Heckler, 1998, Contribution Plots: A Missing Link in Multivariate Quality Control, Appl. Math. and Comp. Sci., 4(8), pp. 775-792.
11. J. Mina and C. Verde, 2007, Fault Detection for MIMO Systems Integrating Multivariate Statistical Analysis and Identification Methods, ACC, New York U.S.A., pp. 3234-3239.
12. R. Morales-Menendez, N. D. Freitas and D. Poole, 2003, State Estimation and Control of Industrial Processes using Particles Filters. ACC, Denver Colorado U.S.A., pp. 579-584.
13. C. K. Tan, J. Ward, S. J. Wilcox and R. Payne, 2009, Artificial Neural Network Modelling of the Thermal Performance of a Compact Heat Exchanger, Applied Thermal Eng., 29, pp. 3609-3617.
14. J. C. Tudón-Martínez, R. Morales-Menendez and L. E. Garza-Castañón, 2009, Fault Detection and Diagnosis in a Heat Exchanger, 6th ICINCO'09, Milan Italy, pp. 265-270.
15. V. Venkatasubramanian, R. Rengaswamy, S. Kavuri and K. Yin, 2003, A Review of Process Fault Detection and Diagnosis Part I Quantitative Model-Based Methods, Computers and Chemical Eng., 27, pp. 293-311.