Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process-Reference-Cited by-同舟云学术

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

Published:2013-07 Issue:3 Volume:4 Page:47-57
ISSN:1942-3594
Container-title:International Journal of Applied Evolutionary Computation
language:en
Short-container-title:

Author:

Lasri Rafik¹,Rojas Ignacio¹,Pomares Héctor¹,Nemiche M.²

Affiliation:

1. Department of Computer Architecture & Computer Technology, University of Granada, Granada, Spain

2. 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.

Publisher

IGI Global

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference12 articles.

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5. Lasri, R., Rojas, I., Pomares, H., & Rojas, F. (2011, October 24–26). A new methodology for adaptive fuzzy controller. Comparison performance against several control algorithms in a real time control process. In Proceedings of the International Conference on Fuzzy Computation Theory and Applications (pp. 470-474), París, France.

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