• DocumentCode
    624595
  • Title

    Dynamic model and fuzzy adaptive control of a Chinese medicine sugar precipitation process

  • Author

    Hongjun Duan ; Qingwei Li

  • Author_Institution
    Sch. of Control & Eng., Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
  • fYear
    2013
  • fDate
    9-11 June 2013
  • Firstpage
    155
  • Lastpage
    160
  • Abstract
    A model dedicated to Chinese medicine sugar precipitation was designed, without consideration of crystal size distribution. Fuzzy adaptive robust control algorithm was proposed for the uncertain nonlinear systems based on Lyapunov´s stability theory. The system was divided into nominal model and lumped disturbance term which embodies model mismatch, parameter uncertainties, and disturbances. Fuzzy adaptive control was adopted to approach uncertain parameters of the system in real time and the impact of unknown disturbances was eliminated by robust control. The on-line calculation amount of fuzzy logic system is relatively less, the convergence rate and accuracy are better, and the output of system tracks the setpoints well. The stability was proved and the algorithm was applied to the precipitation control of sucrose-glucose mixed solution. Simulation results supported the validity of the proposed algorithm.
  • Keywords
    Lyapunov methods; adaptive control; convergence; drugs; fuzzy control; fuzzy logic; nonlinear control systems; particle size; precipitation; sugar; uncertain systems; Chinese medicine sugar precipitation process; Lyapunov stability theory; convergence rate; crystal size distribution; dynamic model; fuzzy adaptive control; fuzzy adaptive robust control algorithm; fuzzy logic system; lumped disturbance; model mismatch; nominal model; online calculation; parameter uncertainty; precipitation control; sucrose-glucose mixed solution; system tracks; uncertain nonlinear systems; uncertain parameters; unknown disturbances; Adaptation models; Crystals; Fuzzy logic; Process control; Robustness; Sugar; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Information Processing (ICICIP), 2013 Fourth International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-6248-1
  • Type

    conf

  • DOI
    10.1109/ICICIP.2013.6568059
  • Filename
    6568059