Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse

This paper proposes a control strategy for complex and nonlinear systems, based on a parallel distributed compensation (PDC) controller. A solution is presented to solve a stability problem that arises when dealing with a Takagi-Sugeno discrete system with great numbers of rules. The PDC controller...

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Main Authors: Amine Chouchaine, Elyes Feki, Abdelkader Mami
Format: Article
Language:English
Published: Hindawi Limited 2011-01-01
Series:Journal of Control Science and Engineering
Online Access:http://dx.doi.org/10.1155/2011/537491
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spelling doaj-262c47d712d84c33a48783d7db52dc8e2020-11-25T02:24:30ZengHindawi LimitedJournal of Control Science and Engineering1687-52491687-52572011-01-01201110.1155/2011/537491537491Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental GreenhouseAmine Chouchaine0Elyes Feki1Abdelkader Mami2Unité de Recherche d'Analyse et Commande des Systèmes, Ecole Nationale d'Ingénieurs de Tunis, Campus Universitaire, Belvédère, BP 37, Tunis 1002, TunisiaUnité de Recherche d'Analyse et Commande des Systèmes, Ecole Nationale d'Ingénieurs de Tunis, Campus Universitaire, Belvédère, BP 37, Tunis 1002, TunisiaUnité de Recherche d'Analyse et Commande des Systèmes, Ecole Nationale d'Ingénieurs de Tunis, Campus Universitaire, Belvédère, BP 37, Tunis 1002, TunisiaThis paper proposes a control strategy for complex and nonlinear systems, based on a parallel distributed compensation (PDC) controller. A solution is presented to solve a stability problem that arises when dealing with a Takagi-Sugeno discrete system with great numbers of rules. The PDC controller will use a classical controller like a PI, PID, or RST in each rule with a pole placement strategy to avoid causing instability. The fuzzy controller presented combines the multicontrol approach and the performance of the classical controllers to obtain a robust nonlinear control action that can also deal with time-variant systems. The presented method was applied to a small greenhouse to control its inside temperature by variation in ventilation rate inside the process. The results obtained will show the efficiency of the adopted method to control the nonlinear and complex systems.http://dx.doi.org/10.1155/2011/537491
collection DOAJ
language English
format Article
sources DOAJ
author Amine Chouchaine
Elyes Feki
Abdelkader Mami
spellingShingle Amine Chouchaine
Elyes Feki
Abdelkader Mami
Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse
Journal of Control Science and Engineering
author_facet Amine Chouchaine
Elyes Feki
Abdelkader Mami
author_sort Amine Chouchaine
title Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse
title_short Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse
title_full Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse
title_fullStr Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse
title_full_unstemmed Stabilization Using a Discrete Fuzzy PDC Control with PID Controllers and Pole Placement: Application to an Experimental Greenhouse
title_sort stabilization using a discrete fuzzy pdc control with pid controllers and pole placement: application to an experimental greenhouse
publisher Hindawi Limited
series Journal of Control Science and Engineering
issn 1687-5249
1687-5257
publishDate 2011-01-01
description This paper proposes a control strategy for complex and nonlinear systems, based on a parallel distributed compensation (PDC) controller. A solution is presented to solve a stability problem that arises when dealing with a Takagi-Sugeno discrete system with great numbers of rules. The PDC controller will use a classical controller like a PI, PID, or RST in each rule with a pole placement strategy to avoid causing instability. The fuzzy controller presented combines the multicontrol approach and the performance of the classical controllers to obtain a robust nonlinear control action that can also deal with time-variant systems. The presented method was applied to a small greenhouse to control its inside temperature by variation in ventilation rate inside the process. The results obtained will show the efficiency of the adopted method to control the nonlinear and complex systems.
url http://dx.doi.org/10.1155/2011/537491
work_keys_str_mv AT aminechouchaine stabilizationusingadiscretefuzzypdccontrolwithpidcontrollersandpoleplacementapplicationtoanexperimentalgreenhouse
AT elyesfeki stabilizationusingadiscretefuzzypdccontrolwithpidcontrollersandpoleplacementapplicationtoanexperimentalgreenhouse
AT abdelkadermami stabilizationusingadiscretefuzzypdccontrolwithpidcontrollersandpoleplacementapplicationtoanexperimentalgreenhouse
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