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Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process

Author

Listed:
  • Rafik Lasri

    (Department of Computer Architecture & Computer Technology, University of Granada, Granada, Spain)

  • Ignacio Rojas

    (Department of Computer Architecture & Computer Technology, University of Granada, Granada, Spain)

  • Héctor Pomares

    (Department of Computer Architecture & Computer Technology, University of Granada, Granada, Spain)

  • M. Nemiche

    (Ibn Zohr University. Agadir, Morocco)

Abstract

A new methodology of Fuzzy Controllers that can change the internal parameters of the controller in real time is presented in this paper. The Self-structured algorithm is able to adapt their rules consequents and re-organize their MFs in real time according to the current state of the controlled plant. Via a simulation of a temperature control process, the authors have proved and demonstrated the effectiveness and usefulness of their control algorithm compared to a conventional FLC under the same condition and using the same Simulated plant.

Suggested Citation

  • Rafik Lasri & Ignacio Rojas & Héctor Pomares & M. Nemiche, 2013. "Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process," International Journal of Applied Evolutionary Computation (IJAEC), IGI Global, vol. 4(3), pages 47-57, July.
  • Handle: RePEc:igg:jaec00:v:4:y:2013:i:3:p:47-57
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