Robust adaptive predictive fault-tolerant control integrated to a fault-detection system applied to a nonlinear chemical process

Industrial and Engineering Chemistry Research

Volumn 46, Issue 22, 2007, Pages 7152-7163

  Zumoffen, David ^a,b   Basualdo, Marta ^a,b   Jordán, Mario ^a,c   Ceccatto, Alejandro ^a  

^a UNIVERSIDAD NACIONAL DE ROSARIO   (Argentina)

^b UNIVERSIDAD TECNOLÓGICA NACIONAL   (Argentina)

^c UNIVERSIDAD NACIONAL DEL SUR   (Argentina)

Author keywords

[No Author keywords available]

Indexed keywords

FAULT-DETECTION SYSTEM; NONLINEAR CHEMICAL PROCESS;

ADAPTIVE CONTROL SYSTEMS; FAULT DETECTION; FAULT TOLERANT COMPUTER SYSTEMS; NONLINEAR SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

CHEMICAL ENGINEERING;

ADAPTIVE CONTROL SYSTEMS; CHEMICAL ENGINEERING; FAULT DETECTION; FAULT TOLERANT COMPUTER SYSTEMS; NONLINEAR SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

EID: 35948961636     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie070019b     Document Type: Article

References (24)

1. Venkatasubramanian, V.; Rengaswamy, R.; Yin, K.; Kavuri, S. N. A Review Of Process Fault Detection And Diagnosis. Part I: Quantitative Model-Based Methods. Comput. Chem. Eng. 2003, 27, 293-311.
2. Venkatasubramanian, V.; Rengaswamy, R.; Kavuri, S. N. A Review Of Process Fault Detection And Diagnosis. Part II: Qualitative Models And Search Strategies. Comput. Chem. Eng. 2003, 27, 313-326.
3. Venkatasubramanian, V.; Rengaswamy, R.; Kavuri, S. N.; Yin, K. A Review Of Process Fault Detection And Diagnosis. Part III: Process History Based Methods Comput. Chem. Eng. 2003, 27, 327-346.
4. Luo, R.; Misra, M.; Himmelblau, D. Sensor Fault Detection via Multiscale Analysis and Dynamic PCA. Ind. Eng. Chem. Res. 1999, 35, 1489-1495.
5. Richard, J. P. Time-Delay Systems: An Overview Of Some Recent Advances And Open Problems. Automatica 2003, 39, 1667-1694.
6. Wei, G.; Guang-Fu, M.; Miao-Lei, Z.; Yuan-Chun, L.; Ying, L. Parameter Identification And Adaptive Predictive Control Of Time-Varying Delay Systems. In Proceedings of the Fourth International Conference on Machine Learning and Cybernetics, Guangzhou, China, 2005; pp 609-613.
7. Jiang, C.; Zhou, D. H. Fault Detection And Identification For Uncertain Linear Time-Delay Systems. Comput. Chem. Eng. 2005, 30, 228-242.
8. Zhou, D. H.; Frank, P. M. Fault Diagnostics and Fault Tolerant Control. IEEE Trans. Aerospace Electron. Syst. 1998, 34, 420-427.
9. Campos-Delgado, D.; Zhou, K. Reconfigurable Fault-Tolerant Control Using GIMC Structure. IEEE Trans. Automatic Control 2003, 48, 832-838.
10. Tao, G.; Chen, S.; Joshi, S. M. An Adaptive Actuator Failure Compensation Controller Using Output Feedback. IEEE Trans. Automatic Control 2002, 47, 506-511.
11. Zhang, X.; Parisini, T.; Polycarpou, M. M. Adaptive Fault-Tolerant Control of Nonlinear Uncertain Systems: An Information-Based Diagnostic Approach. IEEE Trans. Automatic Control 2004, 49, 1259-1274.
12. El-Farra, N. H. Integrated Fault Detection and Fault-Tolerant Control Architectures for Distributed Processes. Ind. Eng. Chem. Res. 2006, 45, 8338-8351.
13. Patwardhan, S. C.; Shah, S. L. From data to diagnosis and control using generalized orthonormal basis filters. Part I: Development of state observers. J. Process Control 2005, 15, 819-835.
14. Patwardhan, S. C.; Manuja, S.; Narasimhan, S.; Shah, S. L. From data to diagnosis and control using generalized orthonormal basis filters. Part II: Model predictive and fault tolerant control. J. Process Control 2006, 16, 157-175.
15. Prakash, J.; Patwardhan, S. C.; Narasimhan, S. A Supervisory Approach to Fault-Tolerant Control of Linear Multivariable Systems. Ind. Eng. Chem. Res. 2002, 41, 2270-2281.
16. Jordán, M.; Basualdo, M.; Zumoffen, D. An Approach to Improve the Performance of Adaptive Predictive Control Systems: Theory, Simulations and Experiments. Int. J. Control 2006, 79, 1216-1236.
17. Jordán, M. Digitale Adaptive Regelung mit linearen nichtparametrischen Modellen. Ph.D. Thesis, Technische Hochschule Darmstadt, Düsseldorf, Germany, 1991.
18. Bjorklund, S.; Ljung, L. A Review Of Time-Delay Estimation Techniques. In Proceedings of 42nd IEEE Conference on Decision and Control, Maui, HI, Dec 2003; pp 2502-2507.
19. Ljung, L. System Identification, Theory For The User; Prentice Hall: Upper Saddle River, NJ, 1999.
20. Kofahl, R. Robustness in Parameter Adaptive Control. Chapter XIII In Adaptive Control Systems; Isermann, R., Lachmann, K. H., Matko, D., Eds.; Prentice Hall: New York, 1992.
21. Primucci, M.; Basualdo, M. Thermodynamic Predictive Functional Control Applied To CSTR With Jacket System. In Proceedings of IFAC World Congress, Barcelona, Spain, 2002.
22. Mallat, S. G. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation. IEEE Trans. Pattern Anal. Machine Intelligence 1989, II, 674-693.
23. Zumoffen, D.; Basualdo, M. Fault Detection and Estimation System Integrated To Fault Tolerant Control: Wastewater Treatment Plant Application. Submitted for publication.
24. Zumoffen, D.; Basualdo, M. From Large Chemical Plant Data to Fault Diagnosis Integrated To Decentralized Fault Tolerant Control: Pulp Mill Process Application. Submitted for publication.