Type-2 fuzzy model based controller design for neutralization processes

ISA Transactions

Volumn 51, Issue 2, 2012, Pages 277-287

  Kumbasar, Tufan ^a   Eksin, Ibrahim ^a   Guzelkaya, Mujde ^a   Yesil, Engin ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Big Bang Big Crunch optimization algorithm; Internal model control; Inverse fuzzy model; pH neutralization process; Type 2 fuzzy models

Indexed keywords

DISTURBANCE REJECTION; FUZZY CONTROL; INVERSE PROBLEMS; MODEL PREDICTIVE CONTROL; OPTIMIZATION; REAL TIME CONTROL; STRUCTURAL DESIGN;

BIG BANG-BIG CRUNCH OPTIMIZATIONS; FUZZY MODELING; INTERNAL MODEL CONTROL; PH NEUTRALIZATION PROCESS; TYPE-2 FUZZY;

CONTROLLERS;

ALGORITHM; ARTICLE; COMPUTER SIMULATION; EQUIPMENT DESIGN; FUZZY LOGIC; INDUSTRY; INSTRUMENTATION; PH; STATISTICAL MODEL;

ALGORITHMS; COMPUTER SIMULATION; EQUIPMENT DESIGN; FUZZY LOGIC; HYDROGEN-ION CONCENTRATION; INDUSTRY; MODELS, STATISTICAL;

EID: 84857045594     PISSN: 00190578     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isatra.2011.10.007     Document Type: Article

References (46)

1. M.R. Pishvaie, and M. Shahrokhi Control of pH processes using fuzzy modeling of titration curve Fuzzy Sets and Systems 157 2006 2983 3006 (Pubitemid 44528750)
2. R.A. Wright, and C. Kravaris Nonlinear control of pH processes using the strong acid equivalent Industrial & Engineering Chemistry Research 30 1991 1561 1572 (Pubitemid 21736909)
3. Z. Gao From linear to nonlinear control means: a practical progression ISA Transactions 41 2 2002 177 189
4. R.H. Nystrom, K.V. Sandstrom, T.K. Gustafsson, and T.H. Toivonen Multimodel robust control applied to a pH neutralization process Computers & Chemical Engineering 22 1998 467 474
5. M.A. Henson, and D.E. Seborg Adaptive nonlinear control of a pH neutralization process IEEE Transactions on Control Systems Technology 2 3 1994 169 184
6. R. Babuska, J. Oosterhoff, A. Oudshoorn, and P.M. Bruijn Fuzzy self-tuning PI control of pH in fermentation Engineering Applications of Artificial Intelligence 15 2002 3 15 (Pubitemid 34803098)
7. M.J. Fuente, C. Robles, O. Casado, S. Syafiie, and F. Tadeo Fuzzy control of a neutralization process Engineering Applications of Artificial Intelligence 19 2006 905 914 (Pubitemid 44667713)
8. R.B. Boozarjomehry, and W.Y. Svrcek Output feedback neurolinearization ISA Transactions 40 2001 139 154 (Pubitemid 32409085)
9. E. Iglesiasa, Y. Garcia, M. Sanjuan, O. Camacho, and C. Smith Fuzzy surface-based sliding mode control ISA Transactions 46 2006 73 83
10. B. Zhang, and W. Zhang Adaptive predictive functional control of a class of nonlinear systems ISA Transactions 45 2 2006 175 183 (Pubitemid 43759430)
11. L.L. Giovanini Predictive feedback control ISA Transactions 42 2002 207 226
12. J. Prakash, and K. Srinivasan Design of nonlinear PID controller and nonlinear model predictive controller for a continuous stirred tank reactor ISA Transactions 48 2009 273 282
13. B. Gu, and Y.P. Gupta Control of nonlinear processes by using linear model predictive control algorithms ISA Transactions 47 2007 211 216
14. N.M.N. Lima, F. Manenti, R.M. Filho, M. Embiruu, and M.R.W. Maciel Fuzzy model-based predictive hybrid control of polymerization processes Industrial & Engineering Chemistry Research 48 2009 8542 8550
15. I. Dones, F. Manenti, H.A. Preisig, and G. Buzzi-Ferraris Nonlinear model predictive control: a self-adaptive approach Industrial & Engineering Chemistry Research 49 2010 4782 4791
16. N.Ni Karnik, J.M. Mendel, and Q. Liang Type-2 fuzzy logic systems IEEE Transactions on Fuzzy Systems 7 1999 643 658 (Pubitemid 32212156)
17. M.Y. Hsiao, T.H. Li, J.Z. Lee, C.H. Chao, and S.H. Tsai Design of interval type-2 fuzzy sliding-mode controller Information Sciences 178 6 2008 1696 1716
18. S. Barkati, E.M. Berkouk, and M.S. Boucherit Application of type-2 fuzzy logic controller to an induction motor drive with seven-level diode-clamped inverter and controlled infeed Electrical Engineering 90 2008 347 359 (Pubitemid 351554631)
19. H. Hagras Type-2 FLCs: a new generation of fuzzy controllers IEEE Computational Intelligence Magazine 2 1 2007 30 43 (Pubitemid 46718756)
20. Q. Liang, and J.M. Mendel Interval type-2 fuzzy logic systems: theory and design IEEE Transactions on Fuzzy Systems 8 5 2000 535 550
21. J.M. Mendel Uncertain rule-based fuzzy logic: introduction and new directions 2000 Prentice Hall USA
22. D. Wu, and W.W. Tan A simplified type-2 fuzzy logic controller for real-time control ISA Transactions 45 4 2006 503 516 (Pubitemid 44672361)
23. R. Martinez, O. Castillo, and L.T. Aguilar Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms Information Sciences 179 13 2009 2158 2174
24. C.F. Juang, and C.H. Hsu Reinforcement ant optimized fuzzy controller for mobilerobot wall-following control IEEE Transactions on Industrial Electronics 56 10 2009 3931 3940
25. T.C. Lin, H.L. Liu, and M.J. Kuo Direct adaptive interval type-2 fuzzy control of multivariable nonlinear systems Engineering Applications of Artificial Intelligence 22 3 2009 420 430
26. C. Lynch, and H. Hagras Developing type-2 fuzzy logic controllers for handling the uncertainties in marine diesel engine speed control Journal of Computational Intelligence Research 4 4 2009 402 420
27. M. Galluzzo, B. Cosenza, and A. Matharu Control of a nonlinear continuous bioreactor with bifurcation by a type-2 fuzzy logic controller Computers & Chemical Engineering 32 12 2008 2986 2993
28. T. Kumbasar, I. Eksin, M. Guzelkaya, and E. Yesil Interval type-2 fuzzy inverse controller design in nonlinear IMC structure Engineering Applications of Artificial Intelligence 24 6 2011 996 1005
29. R. Babuska Fuzzy modeling for control 1998 Kluwer Academic Publishers Boston
30. R. Boukezzoula, S. Galichet, and L. Folloy Nonlinear internal model control: application of inverse model based fuzzy control IEEE Transactions on Fuzzy Systems 11 6 2003 814 829
31. R. Boukezzoula, S. Galichet, and L. Folloy Fuzzy feedback linearizing controller and its equivalence with the fuzzy nonlinear internal model control structure International Journal of Applied Mathematics and Computer Science 17 2 2007 233 248 (Pubitemid 47182039)
32. J. Abonyi, H. Andersen, L. Nagy, and F. Szeifert Inverse fuzzy-process-model based adaptive control Mathematics and Computers in Simulation 51 12 1999 119 132 (Pubitemid 129608427)
33. Varkonyi-Koczy AR, Amos A, Kovicshizy T. Genetic algorithms in fuzzy model inversion. In: IEEE int. conference on fuzzy systems conference FUZZ-IEEE'99. 1999. p. 14216.
34. T. Kumbasar, I. Eksin, M. Guzelkaya, and E. Yesil Adaptive fuzzy model based inverse controller design using BB-BC optimization algorithm Expert Systems with Applications 38 10 2011 12356 12364
35. T. Kumbasar,. Eksin, M. Guzelkaya, and E. Yesil Big Bang Big Crunch optimization method based fuzzy model inversion MICAI 2008: advances in artificial intelligence Lecture notes in computer science vol. 5317 2008 732 740
36. O.K. Erol, and. Eksin A new optimization method: Big Bang Big Crunch Advances in Engineering Software 37 2006 106 111 (Pubitemid 41543030)
37. Kumbasar T, Yesil E, Eksin I, Guzelkaya M. Inverse fuzzy model control with online adaptation via Big Bang-Big Crunch optimization. In: The 3rd international, symposium on communications, control and signal processing. ISCCSP. 2008.
38. Oblak S, Kumbasar T, Skrjanc I, Yesil E. Inverse-model predictive control based on INFUMO-BB-BC optimization. In: The 10th IFAC workshop on adaptation and learning in control and signal processingALCOSP 2010. 2010.
39. M. Dogan, and Y. Istefanopulos Optimal nonlinear controller design for flexible robot manipulators with adaptive internal model IET Control Theory & Applications 1 3 2007 770 778 (Pubitemid 46738192)
40. S. Iplikci A support vector machine based control application to the experimental three-tank system ISA Transactions 49 3 2010 376 386
41. C.V. Camp Design of space trusses using Big Bang Big Crunch optimization Journal of the Structural Engineering 133 7 2007 999 1008 (Pubitemid 46935045)
42. A. Kaveh, and S. Talatahari Size optimization of space trusses using Big Bang-Big Crunch algorithm Computers & Structures 87 2009 1129 1140
43. G. Economou, M. Morari, and B. Palsson Internal model control. Extension to nonlinear systems Industrial and Engineering Chemistry Process Design and Development 25 1986 403 411 (Pubitemid 16505513)
44. S. Skogestad Simple analytic rules for model reduction and PID controller tuning Journal of Process Control 13 4 2003 291 309
45. K.J. Astrom, and T. Hagglund Advanced PID control 2005 ISAThe Instrumentation, Systems, and Automation Society Research Triangle Park (NC)
46. M. Morari, and E. Zafiriou Robust process control 1989 Prentice-Hall Englewood Cliffs (NJ)