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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Bulgarian Academy of Sciences
2020-06-01
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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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1724632957098917888 |