Synchronization of Uncertain Chaotic Systems using Generalized Predictive Control based on Fuzzy PID Controllers

Zakaria Driss, Noura Mansouri

Abstract

In this paper, we investigate the synchronization of chaotic systems with unknown parameters using generalized predictive control based on fuzzy PID controllers. In order to verify the efficiency of the proposed method, fuzzy PD+I and fuzzy PI+D controllers are successively used with and without prediction terms for the synchronization of two uncertain Lorenz systems. For fuzzy PD+I controller, the prediction terms seem to be efficient for the synchronization. However, with the fuzzy PI+D controller, they make a noise and worsen the performance of the controller

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Paper Citation


in Harvard Style

Driss Z. and Mansouri N. (2015). Synchronization of Uncertain Chaotic Systems using Generalized Predictive Control based on Fuzzy PID Controllers . In Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: FCTA, (ECTA 2015) ISBN 978-989-758-157-1, pages 25-30. DOI: 10.5220/0005581900250030


in Bibtex Style

@conference{fcta15,
author={Zakaria Driss and Noura Mansouri},
title={Synchronization of Uncertain Chaotic Systems using Generalized Predictive Control based on Fuzzy PID Controllers},
booktitle={Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: FCTA, (ECTA 2015)},
year={2015},
pages={25-30},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005581900250030},
isbn={978-989-758-157-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 1: FCTA, (ECTA 2015)
TI - Synchronization of Uncertain Chaotic Systems using Generalized Predictive Control based on Fuzzy PID Controllers
SN - 978-989-758-157-1
AU - Driss Z.
AU - Mansouri N.
PY - 2015
SP - 25
EP - 30
DO - 10.5220/0005581900250030