A New Strategy of Integrated Control and On-line Optimization on High-purity Distillation Process

Chinese Journal of Chemical Engineering

Volumn 18, Issue 1, 2010, Pages 66-79

  LÜ, Wenxiang ^a,b   ZHU, Ying ^a,b   HUANG, Dexian ^a,b   JIANG, Yongheng ^a,b   JIN, Yihui ^a,b  

^a TSINGHUA UNIVERSITY   (China)

^b TSINGHUA NATIONAL LABORATORY FOR INFORMATION SCIENCE AND TECHNOLOGY   (China)

Author keywords

distillation process control; modified differential evolution; split ratio; surrogate model optimization

Indexed keywords

CONTROLLED VARIABLES; DIRECT PRODUCT; DISTILLATION PROCESS; DYNAMIC SIMULATION; FIRST-PRINCIPLES; GAS SEPARATION PLANT; HIGH-PURITY; MODIFIED DIFFERENTIAL EVOLUTION; MULTIVARIABLE PREDICTIVE CONTROL; NEW STRATEGY; ONLINE OPTIMIZATION; PREDICTIVE CONTROL; PRODUCT QUALITY; PROPORTIONAL INTEGRAL DIFFERENTIAL CONTROL; RADIAL BASIS FUNCTION NEURAL NETWORKS; RESPONSE TIME; SOFT SENSORS; SPLIT RATIO; STEADY STATE; SURROGATE MODEL;

COMPUTER SIMULATION; CUSTOMER SATISFACTION; DISTILLATION; DYNAMIC ANALYSIS; EVOLUTIONARY ALGORITHMS; INTEGRATED CONTROL; MODEL PREDICTIVE CONTROL; NEURAL NETWORKS; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; PROFITABILITY; RADIAL BASIS FUNCTION NETWORKS; TOTAL QUALITY MANAGEMENT;

QUALITY CONTROL;

EID: 77649265048     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-9541(08)60325-0     Document Type: Article

References (30)

1. Skogestad S. "The dos and don'ts of distillation column control". Chem. Eng. Res. Des. 85 A1 (2007) 12-13
2. Nystrom R.H., Boling J.M., Ramstedt J.M., Toivonen H.T., and Haggblom K.E. "Application of robust and multimodel control methods to an ill-conditioned distillation column". J. Process Control 12 (2002) 39-53
3. Razzaghi K., and Shahraki F. "Robust control of an ill-conditioned plant using μ-synthesis-A case study for high-purity distillation". Chem. Eng. Sci. 62 (2007) 1543-1547
4. Lee J.H., Kesavan P., and Morari M. "Control structure selection and robust control system design for a high-purity distillation column". IEEE Trans. Control Syst. Technol. 5 4 (1997) 402-416
5. Sriniwas G.R., Arkun Y., Chien I.L., and Ogunnaike B.A. "Nonlinear identification and control of a high-purity distillation column: A case study". J. Process Control 5 3 (1995) 149-162
6. Shaw A.M., and Doyle III F.J. "Multivariable nonlinear control applications for a high purity distillation column using a recurrent dynamic neuron model". J. Process Control 7 4 (1997) 255-268
7. Ramchandran S., and Rhinehartt R.R. "A very simple structure for neural network control of distillation". J. Process Control 5 2 (1995) 115-128
8. Richalet J., Rault A., Testud J.L., and Papon J. "Model predictive heuristic control: application to industrial process". Automatica 14 5 (1978) 413-428
9. Cutler, C.R., Ramarker, B.L., "Dynamic matrix control-A computer control algorithm", In: Proceedings of 1980 Joint Automatic Control Conference, the American Automatic Control Council, San Francisco, USA (1980).
10. Rouhani R., and Mehra R.K. "Model algorithmic control (MAC), basic theoretical properties". Automatica 18 4 (1982) 401-414
11. Qin S.J., and Badgwell T.A. "A survey of industrial model predictive control technology". Control Eng. Practice 11 (2003) 733-764
12. Olanrewaju M.J., and Al-Arfaj M.A. "Development and application of linear process model in estimation and control of reactive distillation". Comput. Chem. Eng. 30 (2005) 147-157
13. Chatterjee T., and Saraf D.N. "On-line estimation of product properties for crude distillation units". J. Process Control 14 (2004) 61-77
14. Fortuna L., Graziani S., and Xibilia M.G. "Soft sensors for product quality monitoring in debutanizer distillation columns". Control Eng. Practice 13 (2005) 499-508
15. Krishnamurthy R., and Taylor R. "A nonequilibrium stage model of multicomponent separation processes (I) Model description and method of solution". AIChE J. 31 (1985) 449-456
16. Safavi A.A., Nooraii A., and Romagnoli J.A. "A hybrid model formulation for a distillation column and the on-line optimisation study". J. Process Control 9 (1999) 125-134
17. Huang, D.X., Lü, W.X., Wang, Y.H., Jin, Y.H., "An automatic control and optimization method of distillation column", China Pat., 200510086612.8 (2007).
18. Svrcek W.Y., Mahoney D.P., and Young B.R. A Real-time Approach to Process Control (2000), John Wiley & Sons, West Sussex 189
19. Shinskey F.G. Process Control Systems-application, Design and Tuning. 3rd edition (2004), Tsinghua University Press, Beijing 335
20. Wang L., Lü W.X., and Huang D.X. "Dynamic flowsheeting simulation and application in the operation analyze of propylene tower". Comput. Appl. Chem. 23 1 (2006) 83-87 (in Chinese).
21. Huang D.X., Wang J.C., and Jin Y.H. "Stable MIMO constrained predictive control with steady-state objective optimization". Chin. J. Chem. Eng. 8 4 (2000) 332-338
22. Wang G.G., Dong Z., and Aitchison P. "Adaptive response surface method-A global optimization scheme for approximation-based design problems". Eng. Optimiz. 33 (2000) 707-733
23. Sungwon K., and Ray T. "A framework for design optimization using surrogates". Eng. Optimiz. 37 7 (2005) 685-703
24. Wang L., Ji L.J., and Zheng D.Z. "Simulation optimization based on surrogate model and genetic algorithm". Control Decis. 19 6 (2004) 626-630 (in Chinese).
25. Jin Y. "A comprehensive survey of fitness approximation in evolutionary computation". Soft Comput. 9 1 (2003) 3-12
26. Haykin S. Neural Networks: A Comprehensive Foundation. 2nd edition (1999), Prentice-Hall, New Jersey
27. Guo T.M. Multicomponent Vapour-Liquid Equilibrium and Distillation (2002), Petroleum Industry Press, Beijing
28. Liu B., Wang L., Jin Y.H., Huang D.X., and Tang F. "Control and synchronization of chaotic systems by differential evolution algorithm". Chaos Solitons Fractals 34 (2007) 412-419
29. Bhat T.R., Venkataramani D., Ravi V., and Murty C.V.S. "An improved differential evolution method for efficient parameter estimation in biofilter modeling". Biochem. Eng. J. 28 (2006) 167-176
30. Lü, W.X., Yang, Q., Huang, D.X., Jin, Y.H., "A dynamic soft-sensing method based on impulses response template and parameter estimation with modified DE optimization", In: Proceedings of the 17th IFAC World Congress, Elsevier, Seoul, Korea (2008).