Control of a pH neutralization plant using the VRFT framework

Proceedings of the IEEE International Conference on Control Applications

Volumn , Issue , 2010, Pages 926-931

  Rojas, José David ^a   Tadeo, Fernando ^b   Vilanova, Ramón ^a  

^a UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^b UNIVERSITY OF VALLADOLID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

DATA-DRIVEN; DISCRETE TIME; FEED-FORWARD; IN-SITU; MEASURED DATA; NON-LINEAR; NON-LINEAR MODEL; OPEN LOOPS; PH NEUTRALIZATION PROCESS; PROCESS MODEL; TWO DEGREES OF FREEDOM CONTROLLERS; VIRTUAL REFERENCE FEEDBACK TUNING;

COMPUTER SIMULATION; FEEDBACK;

CONTROLLERS;

EID: 78649432566     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCA.2010.5611255     Document Type: Conference Paper

References (23)

1. M. Henson and D. Seborg, "Adaptive nonlinear control of a pH neutralization process," Control Systems Technology, IEEE Transactions on, vol. 2, no. 3, pp. 169-182, Sep 1994.
2. M. Hadjiski, K. Boshnakov, and M. Galibova, "Neural networks based control of pH neutralization plant," in Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium, vol. 2, 2002, pp. 7-12 vol.2.
3. E. Ali, "pH Control Using PI Control Algorithms with Automatic Tuning Method," Chemical Engineering Research and Design, vol. 79, no. 5, pp. 611 - 620, 2001, fluid Flow. [Online]. Available: http://www.sciencedirect. com/science/article/B8JGF-4RV2MJG-F/2/e105d7023af158c746828b695cfb7d33.
4. T. K. Gustafsson, B. O. Skrifvars, K. V. Sandstroem, and K. V. Waller, "Modeling of pH for Control," Industrial & Engineering Chemistry Research, vol. 34, no. 3, pp. 820-847, 1995.
5. T. K. Gustafsson and K. V. Waller, "Nonlinear and adaptive control of pH," Industrial & Engineering Chemistry Research, vol. 31, no. 12, pp. 2681-2693, 1992.
6. Fuente, M.J. and Robles, C. and Casado, O. and Tadeo, R., "Fuzzy control of a neutralization process," in Control Applications, 2002. Proceedings of the 2002 International Conference on, vol. 2, 2002, pp. 1032-1037 vol.2.
7. D. Kwok and P. Wang, "Enhanced fuzzy control of pH neutralization processes," in Industrial Electronics, Control, and Instrumentation, 1993. Proceedings of the IECON'93., International Conference on, Nov 1993, pp. 285-288 vol.1.
8. S. Mahmoodi, J. Poshtan, M. R. Jahed-Motlagh, and A. Montazeri, "Nonlinear model predictive control of a pH neutralization process based on Wiener-Laguerre model," Chemical Engineering Journal, vol. 146, no. 3, pp. 328 - 337, 2009. [Online]. Available: http://www.sciencedirect.com/science/ article/B6TFJ-4SVKSWY-2/2/6dfab87938e61dac1a55a89bc87be5c0.
9. M. Gevers, "A decade of progress in iterative process control design: from theory to practice," Journal of Process Control, vol. 12, no. 4, pp. 519 - 531, 2002. [Online]. Available: http://www.sciencedirect.com/ science/article/B6V4N-45JNVHK-8/2/840a3a880506bd273b1a06611d1f4e9d.
10. H. Hjalmarsson, M. Gevers, S. Gunnarsson, and O. Lequin, "Iterative feedback tuning: theory and applications," Control Systems Magazine, IEEE, vol. 18, no. 4, pp. 26-41, Aug 1998.
11. A. Karimi, M. Butcher, and R. Longchamp, "Model-Free Precompensator Tuning Based on the Correlation Approach," Control Systems Technology, IEEE Transactions on, vol. 16, no. 5, pp. 1013-1020, Sept. 2008.
12. A. Karimi, M. Butcher, and R. Longchamp, "Model-Free Precompensator and Feedforward Tuning Based on the Correlation Approach," in Joint IEEE CDC and ECC, 2005.
13. A. Karimi, K. van Heusden, and D. Bonvin, "Noniterative Data-driven Controller Tuning Using the Correlation Approach," in European Control Conference, 2007.
14. M. C. Campi, A. Lecchini, and S. M. Savaresi, "Virtual reference feedback tuning: a direct method for the design of feedback controllers," Automatica, vol. 38, no. 8, pp. 1337 - 1346, 2002. [Online]. Available: http://www.sciencedirect.com/science/article/B6V21-45993H4-1/2/ 27b58afbafaab1dc9ed3845d4098711d.
15. A. Lecchini, M. Campi, and S. Savaressi, "Virtual reference feedback tuning for two degree of freedom controllers," International Journal of Adaptative control and Signal Processing, vol. 16, no. 5, pp. 355-371, 2002.
16. A. Lecchini, M. Campi, and S. Savaresi, "Sensitivity shaping via virtual reference feedback tuning," in Decision and Control, 2001. Proceedings of the 40th IEEE Conference on, vol. 1, 2001, pp. 750- 755 vol.1.
17. A. Sala and A. Esparza, "Extensions to "virtual reference feedback tuning: A direct method for the design of feedback, controllers"," Automatica, vol. 41, no. 8, pp. 1473 - 1476, 2005. [Online]. Available: http://www.sciencedirect.com/science/article/B6V21-4G0M3WS- 2/2/ce90af7caf1ef7654f62b18f5cc36f1a.
18. J. Rojas and R. Vilanova, "FeedForward Based Two Degrees of Freedom Formulation of the Virtual Reference Feedback Tuning Approach," in Proceedings of the European Control Conference 2009, August 2009, pp. 1800-1805.
19. MathWorks. (2010) MATLAB's OPC Toolbox Web Page. MathWorks. The MathWorks, Inc. 3 Apple Hill Drive. Natick, MA 01760-2098. [Online]. Available: http://www.mathworks.com/access/helpdesk/help/toolbox/opc/.
20. OPCFundation. (2010) OPC Fundation Web Page. Internet. OPC Fundation. [Online]. Available: http://www.opcfoundation.org/.
21. F. Tadeo, O. Lopez, and T. Alvarez, "Control of neutralization processes by robust loop shaping," Control Systems Technology, IEEE Transactions on, vol. 8, no. 2, pp. 236-246, Mar 2000.
22. S. Syafiie and F. Tadeo, "Improving Command Tracking for QFT Controllers," in Proceedings of the European Control Conference, 2009, pp. 1812-1817.
23. L. Ljung, System Identification, Theory for the User, 2nd ed. Prentice Hall, 1999.