• DocumentCode
    2917313
  • Title

    Design of fractional order PID controller using Sobol Mutated Artificial Bee Colony alogrithm

  • Author

    Rajasekhar, Anguluri ; Abraham, Ajith ; Pant, Millie

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Nat. Inst. of Technol.-Warangal, Warangal, India
  • fYear
    2011
  • fDate
    5-8 Dec. 2011
  • Firstpage
    151
  • Lastpage
    156
  • Abstract
    Now-a-days fractional order controllers are replacing integer order controllers in various applications due to their robust mechanism in enhancing the system performance. The only complexity using fractional order controllers is to determine the gain parameters, followed by integral and derivative constant. This article describes the design of Fractional-Order Proportional-Integral-Derivative (FOPID) controller using a newly developed variant of ABC known as Sobol Mutated Artificial Bee Colony (S-ABC). The mutation component of S-ABC is based on quasi random Sobol sequence. Controller synthesis is obtained by minimizing Integral Time Absolute Error (ITAE) criterion. In order to digitally realize the FOPID controller Tustin operator based continuous fraction approximation (CFE) method is used. Simulation results for some real life plants and comparison with other state of art optimization techniques over same problems demonstrate the superiority of proposed approach.
  • Keywords
    approximation theory; control system synthesis; optimisation; three-term control; Sobol mutated artificial bee colony algorithm; Tustin operator based continuous fraction approximation method; controller synthesis; derivative constant; fractional order PID controller design; gain parameters; integral constant; integral time absolute error criterion minimization; mutation component; proportional-integral-derivative controller; quasirandom Sobol sequence; Electronic mail; Frequency domain analysis; Genetic algorithms; Hybrid intelligent systems; Optimization; Process control; Transfer functions; Artificial Bee Colony; Genetic Algorithm; Sobol Mutation; fractional order PID controller;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
  • Conference_Location
    Melacca
  • Print_ISBN
    978-1-4577-2151-9
  • Type

    conf

  • DOI
    10.1109/HIS.2011.6122096
  • Filename
    6122096