A journal of IEEE and CAA , publishes high-quality papers in English on original theoretical/experimental research and development in all areas of automation
Volume 5 Issue 4
Jul.  2018

IEEE/CAA Journal of Automatica Sinica

  • JCR Impact Factor: 6.171, Top 11% (SCI Q1)
    CiteScore: 11.2, Top 5% (Q1)
    Google Scholar h5-index: 51, TOP 8
Turn off MathJax
Article Contents
Mohamed Hamdy, Abdalhady Ramadan and Belal Abozalam, "Comparative Study of Different Decoupling Schemes for TITO Binary Distillation Column via PI Controller," IEEE/CAA J. Autom. Sinica, vol. 5, no. 4, pp. 869-877, July 2018. doi: 10.1109/JAS.2016.7510040
Citation: Mohamed Hamdy, Abdalhady Ramadan and Belal Abozalam, "Comparative Study of Different Decoupling Schemes for TITO Binary Distillation Column via PI Controller," IEEE/CAA J. Autom. Sinica, vol. 5, no. 4, pp. 869-877, July 2018. doi: 10.1109/JAS.2016.7510040

Comparative Study of Different Decoupling Schemes for TITO Binary Distillation Column via PI Controller

doi: 10.1109/JAS.2016.7510040
More Information
  • This paper presents a comparative study of different decoupling control schemes for a two-input, two-output (TITO) binary distillation column via proportional-integral (PI) controller. The key idea behind this paper is designing two novel fuzzy decoupling schemes that depend on human knowledge, instead of the system mathematical model used in conventional decoupling schemes. Based on conventional and inverted decoupling schemes, fuzzy and inverted fuzzy decoupling schemes are developed. The control effect is compared using simulation results for the proposed two schemes with conventional decoupling and inverted decoupling. The proposed fuzzy decoupling schemes are easy to realize and simple to design, besides they have a good decoupling capability. Two methods are used to prove asymptotic stability of each loop and the entire closed-loop system by applying the proposed fuzzy decoupling-based PI controller. The Wood and Berry model of a binary distillation column is used to illustrate the applicability of the proposed schemes.

     

  • loading
  • [1]
    M. Senthilkumar and S. A. Lincon, "Design of stabilizing PI controller for coupled tank MIMO process, " Int. J. Eng. Res. Dev., vol. 3, no. 10, pp. 47-55, Sep. 2012. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.3358
    [2]
    C. Rajapandiyan and M. Chidambaram, "Controller design for MIMO processes based on simple decoupled equivalent transfer functions and simplified decoupler, " Ind. Eng. Chem. Res., vol. 51, no. 38, pp. 12398-12410, Sep. 2012. doi: 10.1021/ie301448c
    [3]
    L. L. William, Distillation Design and Control Using Aspen Simulation, 2nd ed. Hoboken, USA: John Wiley & Sons, 2013.
    [4]
    Q. G. Wang, Decoupling Control. Berlin Heidelberg, Germany: Springer-Verlag, 2003.
    [5]
    S. K. Damarla and M. Kundu, "Decoupling multivariable processes using partial least squares for decentralized control, " Int. J. Comput. Appl., vol. 64, no. 5, pp. 5-12, Feb. 2013. http://adsabs.harvard.edu/abs/2013IJCA...64e...5K
    [6]
    D. F. Ahmed, "Decoupling control of fluid catalytic cracking unit, " J. Chem. Chem. Eng., vol. 5, no. 1, pp. 12-19, Jan. 2011. http://www.cqvip.com/Main/Detail.aspx?id=36566549
    [7]
    D. A. Vijula and N. Devarajan, "Decentralized PI controller design for non linear multivariable systems based on ideal Decoupler, " J. Theor. Appl. Inf. Technol., vol. 64, no. 2, pp. 568-574, Jun. 2014.
    [8]
    F. Vázquez and F. Morilla, "Tuning decentralized PI controllers for MIMO systems with decouplings, " in Proc. IFAC 15th Triennial World Congr., Barcelona, Spain, 2002, pp. 137-137. doi: 10.3182/20020721-6-ES-1901.00139
    [9]
    J. Garrido, F. Vázquez, and F. Morilla, "An extended approach of inverted decoupling, " J. Process Control, vol. 21, no. 1, pp. 55-68, Jan. 2011. http://www.sciencedirect.com/science/article/pii/S0959152410001903
    [10]
    J. Garrido, F. Vázquez, and F. Morilla, "Centralized inverted decoupling control, " Ind. Eng. Chem. Res., vol. 52, no. 23, pp. 7854-7866, May 2013. doi: 10.1021/ie400367m
    [11]
    J. Garrido, F. Vázquez, and F. Morilla, "Multivariable PID control by decoupling, " Int. J. Syst. Sci., vol. 47, no. 5, pp. 1054-1072, Dec. 2016. doi: 10.1080/00207721.2014.911390
    [12]
    S. C. Tong, S. Sui, and Y. M. Li, "Fuzzy adaptive output feedback control of MIMO nonlinear systems with partial tracking errors constrained, " IEEE Trans. Fuzzy Syst., vol. 23, no. 4, pp. 729-742, Aug. 2015. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=6824798
    [13]
    Y. M. Li, S. C. Tong, and T. S. Li, "Observer-based adaptive fuzzy tracking control of MIMO stochastic nonlinear systems with unknown control directions and unknown dead zones, " IEEE Trans. Fuzzy Syst., vol. 23, no. 4, pp. 1228-1241, Aug. 2015. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=6879325
    [14]
    L. G. Wu, X. J. Su, P. Shi, and J. B. Qiu, "Model approximation for discrete-time state-delay systems in the T-S fuzzy framework, " IEEE Trans. Fuzzy Syst., vol. 19, no. 2, pp. 366-378, Apr. 2011.
    [15]
    L. G. Wu, X. Z. Yang, and H. K. Lam, "Dissipativity analysis and synthesis for discrete-time T-S fuzzy stochastic systems with time-varying delay, " IEEE Trans. Fuzzy Syst., vol. 22, no. 2, pp. 380-394, Apr. 2014. http://ieeexplore.ieee.org/document/6494279/
    [16]
    M. Hamdy and I. Hamdan, "Robust fuzzy output feedback controller for affine nonlinear systems via T-S fuzzy bilinear model: CSTR benchmark, " ISA Trans., vol. 57, pp. 85-92, Jul. 2015. http://europepmc.org/abstract/med/25765955
    [17]
    H. A. Yousef and M. Hamdy, "Observer-based adaptive fuzzy control for a class of nonlinear time-delay systems, " Int. J. Autom. Comput., vol. 10, no. 4, pp. 275-280, Aug. 2013. doi: 10.1007/s11633-013-0721-1
    [18]
    K. Belarbi, A. Belhani, and K. Fujimoto, "Multivariable fuzzy logic controller based on a compensator of interactions and genetic tuning, " Int. J. Innov. Comput., Inf. Control, vol. 2, no. 6, pp. 1207-1217, Dec. 2006. https://www.researchgate.net/publication/228348288_Multivariable_fuzzy_logic_controller_based_on_a_compensator_of_interactions_and_genetic_tuning
    [19]
    K. Lamamra, K. Belarbi, and F. Mokhtari, "A fuzzy compensator of interactions for a multivariable generalised predictive control, " Int. J. Sci. Techn. Autom. Control Comput. Eng., vol. 1, no. 2, pp. 236-245, Dec. 2007. https://www.researchgate.net/publication/242074171_A_Fuzzy_Compensator_of_Interactions_for_a_Multivariable_Generalised_Predictive_Control
    [20]
    H. Tong, X. Zhao, and G. Liang, "Design and simulation of fuzzy decoupling for combustion process of circulating fluidized bed boiler, " in Advances in Electronic Engineering, Communication and Management Vol. 2, D. Jin and S. Lin, Eds. Berlin Heidelberg, Germany: Springer, 2012, pp. 137-143. doi: 10.1007%2F978-3-642-27296-7_22
    [21]
    X. W. Liu and T. F. Dai, "Design for fuzzy decoupling control system of temperature and humidity, " in Advanced Research on Computer Science and Information Engineering, G. Shen and X. Huang, Eds. Berlin Heidelberg, Germany: Springer, 2011, pp. 231-236. http://www.springerlink.com/content/t5832g2574641610
    [22]
    M. Hamdy and A. Ramadan, "Design of Smith predictor and fuzzy decoupling for MIMO chemical processes with time delays, " Asian J. Control, vol. 19, no. 1, pp., 57-66, 2017. doi: 10.1002/asjc.1338/pdf
    [23]
    G. Towler and R. Sinnott, Chemical Engineering Design, 2nd ed. Amsterdam, Netherlands: Elsevier Scientific Publishing Company, 2012.
    [24]
    A. Giwa and S. Karacan, "Decoupling PID control of a reactive packed distillation column, " Int. J. Eng. Res. Technol., vol. 1, no. 6, pp. 1924-1933, Aug. 2012. http://www.ijert.org/view.php?id=885&title=decoupling-pid-control-of-a-reactive-packed-distillation-column
    [25]
    H. S. Truong, I. Ismail, and R. Razali, "Fundamental modeling and simulation of a binary continuous distillation column, " in Proc. 2010 Int. Conf. Intelligent and Advanced Systems, Kuala Lumpur, Malaysia, 2010, pp. 1-5. http://ieeexplore.ieee.org/document/5716218/
    [26]
    A. H. Mazinan and M. F. Kazemi, "Analysis and control of a high-purity distillation column system, " Trans. Inst. Meas. Control, vol. 34, no. 8, pp. 1008-1018, Jan. 2012.
    [27]
    S. Skogestad, "Dynamics and control of distillation columns: a tutorial introduction, " Chem. Eng. Res. Des., vol. 75, no. 6, pp. 539-562, Sep. 1997.

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(16)  / Tables(5)

    Article Metrics

    Article views (1315) PDF downloads(174) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return