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Control of pH process using double-control scheme

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Abstract

Control of pH is mostly needed in continuous process industries and is difficult and challenging due to its time-varying and nonlinear nature of the chemical or biological process. Conventional controllers do not incorporate nonlinear dynamics of the entire pH range (both acid and alkali) and do not show good performance. Dynamics based on specific process nonlinearity of two different ranges is used to design double-control scheme in a feedback structure to enhance the performance of pH process. The mathematical model of pH for a weak acid-strong base is used to design IMC based PID double-controller scheme which provides outstanding set-point tracking and disturbances rejection simultaneously to control pH processes.

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References

  1. McMillan, G.K.: pH Control. Instrument Society of America, Research Triangle Park (1984)

    Google Scholar 

  2. Sastry, S.S., Isidori, A.: Adaptive control of linearizable systems. IEEE Trans. Autom. Control 34, 1123–1131 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  3. Teel, A., Kadiyala, R., Kokotovic, P., Sastry, S.: Indirect techniques for adaptive input–output linearization of nonlinear system. Int. J. Control 53, 193–222 (1991)

    Article  MATH  MathSciNet  Google Scholar 

  4. Zhao, M.: Neural-net-based adaptive PID regulator with attenuating excitation signal. In: Proc. Amer. Control Conf., Baltimore, MD, pp. 2931–2932 (1994)

    Google Scholar 

  5. Chen, C.L., Chang, F.Y.: Design and analysis of neural/fuzzy variable structural PID control systems. IEE Proc., Control Theory Appl. 143(2), 200–208 (1996)

    Article  MATH  Google Scholar 

  6. Sung, S.W., Lee, I.: pH control using a simple setpoint change. Ind. Eng. Chem. Res. 34(5), 1730–1734 (1995)

    Article  Google Scholar 

  7. Henson, M.A., Seborg, D.E.: Nonlinear adaptive control of a pH neutralization process. In: Proc. IFAC DYCORD+92 Symp., College Park, MD, pp. 151–156 (1992)

    Google Scholar 

  8. Hall, R.C., Seborg, D.E.: Modelling and self-tuning control of a multivariable pH neutralization process. Part I: Modelling and multiloop control. In: Proc. Amer. Control Conf., Pittsburgh, PA, pp. 1822–1827 (1989)

    Google Scholar 

  9. Hall, R.C.: Development of a multi-variable pH experiment. M.Sc. thesis, University of California, Santa Barbara (1987)

  10. Isidori, A.: Nonlinear Control Systems. Springer, New York (1989)

    MATH  Google Scholar 

  11. Henson, M.A., Seborg, D.E.: Critique of exact linearization strategies for process control. J. Process Control 1, 122–139 (1991)

    Article  Google Scholar 

  12. Tian, Y.C., Gao, F.: A double-controller scheme for control of processes with dominant delay. IEE Proc., Control Theory Appl., 145(5), 479–484 (1998)

    Article  Google Scholar 

  13. Panda, R.C.: Synthesis of PID tuning rule using the desired closed-loop response. Ind. Eng. Chem. Res. 47(22), 8684–8692 (2008)

    Article  MathSciNet  Google Scholar 

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Correspondence to Rames C. Panda.

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Shobana, S., Panda, R.C. Control of pH process using double-control scheme. Nonlinear Dyn 67, 2267–2277 (2012). https://doi.org/10.1007/s11071-011-0144-x

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