• DocumentCode
    3589196
  • Title

    Fuzzy logic based high performance PID controller

  • Author

    De Maity, Ritu Rani ; Mudi, Rajani K.

  • Author_Institution
    Dept. of Electron. & Instrum. Eng., Dr. B.C. Roy Eng. Coll., Durgapur, India
  • fYear
    2014
  • Firstpage
    183
  • Lastpage
    187
  • Abstract
    To start with, practicing engineers generally use Ziegler-Nichols tuned PID (ZNPID) controllers in most of the process control loops. However, to achieve satisfactory performance ZNPID is manually fine tuned using operator´s knowledge. To avoid such manual involvement, this paper proposes a fuzzy logic based High Performance PID Controller (HP-PID) incorporating operator´s strategy in running a plant. In HP-PID, depending upon the process trend the proportional and integral gains of ZNPID are continuously updated by an online gain modifier `α´, which is derived by firing 25 fuzzy rules defined on the process error and change of error. Performance of the proposed HP-PID under both set point change and load disturbance is observed for a number of linear and nonlinear higher order processes with considerable changes in process dead time. It shows noticeably improved performance compared to ZNPID and augmented ZNPID (AZNPID) recently reported in the leading literature.
  • Keywords
    control system synthesis; fuzzy control; three-term control; HP-PID; ZNPID controller; Ziegler-Nichols tuned PID controller; fuzzy logic based high performance PID controller; integral gain; load disturbance; online gain modifier; process control loop; process dead time; proportional gain; proportional-integral-derivative controller; set point change; Conferences; Fuzzy logic; Intelligent systems; PD control; Process control; Tuning; Auto-tuning; High performance PID controller; Self-tuning fuzzy controller; Ziegler-Nichols tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Control (ISCO), 2014 IEEE 8th International Conference on
  • Print_ISBN
    978-1-4799-3836-0
  • Type

    conf

  • DOI
    10.1109/ISCO.2014.7103941
  • Filename
    7103941