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Instrumentation Science & Technology Volume 35, 2007 - Issue 6
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Original Articles

Adaptive Enhanced Genetic Algorithm‐Based Proportional Integral Controller Tuning for pH Process

K. Valarmathi Chemical Engineering Department, National Institute of Technology, Tiruchrappalli, India
,
D. Devaraj Chemical Engineering Department, National Institute of Technology, Tiruchrappalli, India
&
T. K. Radhakrishnan Chemical Engineering Department, National Institute of Technology, Tiruchrappalli, IndiaCorrespondence[email protected]
Pages 619-635 | Received 17 May 2007, Accepted 30 Jul 2007, Published online: 16 Oct 2007

References

  • Astrom , K. J. and Hagglund , H. 1988 . Automatic Tuning of PID Controllers NC, , USA : ISA: Res. Triangle Pk .
  • Lin , F. and Brandt , R. D. 2000 . Self‐tuning of PID controllers by adaptive interaction . Proc. Amer. Cont. Conf. 2000 , Chicago, IL. pp. 3676 – 3681 .
  • Rivera , D. E. and Morari , M. 1986 . Internal model control‐PID controller design . Int. Eng. Chem. Proc. Des. Dev. , 25 : 252 – 265 .
  • Ziegler , G. and Nichols , N. B. 1942 . Optimum settings for automatic controllers . Trans. ASME , 64 : 759 – 768 .
  • Wright , R. and Kravaris , C. 1991 . Nonlinear control of pH processes using the strong acid equivalent . Ind. Eng. Chem. Res. , 30 ( 7 ) : 1561 – 1572 .
  • Henson , M. and Seborg , D. 1994 . Adaptive nonlinear control of a pH neutralization process . IEEE Trans. Cont. Syst. Tech. , 2 ( 3 ) : 169 – 182 .
  • De Leon‐Morales' , J. and Alvarez‐Leal , J. G. 1998 . Observer‐based controllers for a flexible joint robot manipulator . Proc. IEEE Conf. Decis. Cont. , 2 ( 16 ) : 1500 – 1501 .
  • Assawinchaichote , W. and Nguang , S. K. 2007 . Fuzzy observer based controller design for singularly perturbed nonlinear system: an LMI approach . Proc. IEEE Conf. Decis. Cont. 2007 . Vol. 2 , pp. 2165 – 2170 .
  • Varsek , A. and Verbanic , T. 1993 . Genetic Algorithms in controller design and tuning . IEEE Trans. Cont. Syst. Man Cybernet. , 23 ( 5 ) : 1330 – 1339 .
  • Oliveira , P. and Sequeira , J. 1991 . Engineering Systems with Intelligence Concepts, Tools, and Application Netherlands : Kluwer Academic Publishers .
  • Porter , B. and Jones , A. H. 1992 . Genetic tuning of digital PID controllers . Electron. Lett. , 28 ( 9 ) : 843 – 844 .
  • Wang , P. and Kwok , D. P. 1992 . Optimal design of PID controllers based on genetic algorithm . Cont. Eng. Pract. , 2 ( 4 ) : 641 – 648 .
  • Koo , Y. and Kwon , T.‐I. 2004 . Control of pH Processes based on the Genetic Algorithm . Korean J. Chem. Eng. , 21 ( 1 ) : 6 – 13 .
  • Dionisio Pereira , S. and Pinto , O. P. 2005 . Genetic algorithm based system identification and PID tuning for optimum adaptive control . Proc. IEEE/ASME, Intl. Conf. Adv. Intell. Mechatron . 2005 , Monterey, CA. pp. 24 – 28 .
  • McAvoy , T. J. and Hsu , E. 1972 . Dynamics of pH in Controlled Stirred Tank Reactor . Ind. Eng. Chem. Proc. Des. Dev. , 1 : 68
  • Skogestad , S. 2003 . Simple analytical rules for model reduction and PID controller tuning . J. Proc. Cont. , 13 : 291 – 309 .
  • Goldberg , D. E. 1989 . Genetic Algorithms in Search, Optimization & Machine Learning Addison‐Wesley .
  • Bakirtzis , A. G. and Zoumas , C. E. 2002 . Optimal power flow by Enhanced Genetic Algorithm . IEEE Trans. Power Syst. , 17 ( 2 ) : 229 – 236 .

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