Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor

A non-isothermal continuous stirred tank reactor (CSTR) is the most important element of chemical industrial equipment which is characterized by a highly nonlinear behavior. It is a multi-input multi-output (MIMO) nonlinear systems exposed to disturbances. The operation of the non-isothermal CSTR ca...

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Main Authors: Sana Bzioui, Rafik Channa
Format: Article
Language:English
Published: Bulgarian Academy of Sciences 2020-06-01
Series:International Journal Bioautomation
Subjects:
Online Access:http://www.biomed.bas.bg/bioautomation/2020/vol_24.2/files/24.2_03.pdf
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spelling doaj-2a2b07b8c14e44cabf4ceb46fe8cb7c62020-11-25T03:17:11ZengBulgarian Academy of SciencesInternational Journal Bioautomation1314-19021314-23212020-06-0124213114210.7546/ijba.2020.24.2.000615Robust Tracking Control for the Non-isothermal Continuous Stirred Tank ReactorSana Bzioui0Rafik ChannaLAEPT Laboratory, Department of Physics, Faculty of Sciences Semlalia, Cadi Ayyad University, B.P. 2390, 40000 Marrakech, MoroccoA non-isothermal continuous stirred tank reactor (CSTR) is the most important element of chemical industrial equipment which is characterized by a highly nonlinear behavior. It is a multi-input multi-output (MIMO) nonlinear systems exposed to disturbances. The operation of the non-isothermal CSTR can be disturbed by its uncertain parameter such as variation in heat reaction. Therefore, the two difficult problems in CSTR control are tracking trajectory and disturbance attenuation. In this paper, a robust H∞ fuzzy tracking control via Takagi-Sugeno (T-S) model is designed to robustly stabilize the non-isothermal CSTR system for both concentration and temperature affected by disturbances. T-S fuzzy model approach is proposed to derive the nonlinear model of the CSTR to several local linear models. A parallel distributed compensation control law is used to stabilize the closed-loop system. Linear matrix inequality conditions are derived for analyzing regional robust stability and performance based on Lyapunov function, and an H∞ criterion is employed to guarantee the attenuation of disturbances. In trajectory tracking framework, an integral action is introduced as a new state variable. Finally, a comparative study between H∞ controller and linear quadratic regulator (LQR) controller is made. Simulation results show that the proposed H∞ controller ensures an asymptotic stability and guarantees highly robustness against changes in reaction heat with a good trajectory tracking. The H∞ controller gives better performance than the classical LQR controller.http://www.biomed.bas.bg/bioautomation/2020/vol_24.2/files/24.2_03.pdftakagi-sugeno fuzzy modelparallel distributed compensationh-infinitylinear quadratic regulatorcontinuous stirred tank reactorbioprocess
collection DOAJ
language English
format Article
sources DOAJ
author Sana Bzioui
Rafik Channa
spellingShingle Sana Bzioui
Rafik Channa
Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor
International Journal Bioautomation
takagi-sugeno fuzzy model
parallel distributed compensation
h-infinity
linear quadratic regulator
continuous stirred tank reactor
bioprocess
author_facet Sana Bzioui
Rafik Channa
author_sort Sana Bzioui
title Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor
title_short Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor
title_full Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor
title_fullStr Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor
title_full_unstemmed Robust Tracking Control for the Non-isothermal Continuous Stirred Tank Reactor
title_sort robust tracking control for the non-isothermal continuous stirred tank reactor
publisher Bulgarian Academy of Sciences
series International Journal Bioautomation
issn 1314-1902
1314-2321
publishDate 2020-06-01
description A non-isothermal continuous stirred tank reactor (CSTR) is the most important element of chemical industrial equipment which is characterized by a highly nonlinear behavior. It is a multi-input multi-output (MIMO) nonlinear systems exposed to disturbances. The operation of the non-isothermal CSTR can be disturbed by its uncertain parameter such as variation in heat reaction. Therefore, the two difficult problems in CSTR control are tracking trajectory and disturbance attenuation. In this paper, a robust H∞ fuzzy tracking control via Takagi-Sugeno (T-S) model is designed to robustly stabilize the non-isothermal CSTR system for both concentration and temperature affected by disturbances. T-S fuzzy model approach is proposed to derive the nonlinear model of the CSTR to several local linear models. A parallel distributed compensation control law is used to stabilize the closed-loop system. Linear matrix inequality conditions are derived for analyzing regional robust stability and performance based on Lyapunov function, and an H∞ criterion is employed to guarantee the attenuation of disturbances. In trajectory tracking framework, an integral action is introduced as a new state variable. Finally, a comparative study between H∞ controller and linear quadratic regulator (LQR) controller is made. Simulation results show that the proposed H∞ controller ensures an asymptotic stability and guarantees highly robustness against changes in reaction heat with a good trajectory tracking. The H∞ controller gives better performance than the classical LQR controller.
topic takagi-sugeno fuzzy model
parallel distributed compensation
h-infinity
linear quadratic regulator
continuous stirred tank reactor
bioprocess
url http://www.biomed.bas.bg/bioautomation/2020/vol_24.2/files/24.2_03.pdf
work_keys_str_mv AT sanabzioui robusttrackingcontrolforthenonisothermalcontinuousstirredtankreactor
AT rafikchanna robusttrackingcontrolforthenonisothermalcontinuousstirredtankreactor
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