Adaptive Fuzzy Fault‐Tolerant Control for CSTR With State Constraints Dependent on Temperature and Concentration

ABSTRACT The indispensable experimental equipment of the continuous stirred tank reactor (CSTR) is crucial in chemical production processes. This paper presents a novel adaptive state‐dependent constraint control method for nonlinear CSTR system. The CSTR system is transformed into the nonlinear system with a pure feedback structure begins with the mean value theorem. Subsequently, the Fuzzy logic systems (FLS) is used to approximate unknown dynamics. Reactant concentration and mixture temperature are crucial variables in CSTR system. When these variables surpass the specified constraints, it can lead to a decrease in product quality and yield. The constraint boundaries considered in this paper are dependent on both state and time. Therefore, the time‐varying asymmetric Barrier Lyapunov Function (BLF) is proposed to deal with state‐dependent constraints. Additionally, the actuator fault is resolved in this paper, by considering fault‐tolerant control strategy. Lyapunov stability analysis shows that all signals in a closed‐loop system are bounded. Finally, the effectiveness of the control scheme is verified by the simulation of CSTR system.

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Publication Details

Journal
International Journal of Robust and Nonlinear Control
Published
2024-12-25
DOI
https://doi.org/10.1002/rnc.7782
Citations
4
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
1.31

Funders

Controls
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article

Adaptive Fuzzy Fault‐Tolerant Control for CSTR With State Constraints Dependent on Temperature and Concentration

Yaping Ma, Dong‐Juan Li, Dapeng Li, Lei Liu
4 citations
International Journal of Robust and Nonlinear Control
Fault Detection and Control Systems
1.31
article

Adaptive Fuzzy Fault‐Tolerant Control for CSTR With State Constraints Dependent on Temperature and Concentration

Yaping Ma, Dong‐Juan Li, Dapeng Li, Lei Liu
article en
4 citations

Abstract

ABSTRACT The indispensable experimental equipment of the continuous stirred tank reactor (CSTR) is crucial in chemical production processes. This paper presents a novel adaptive state‐dependent constraint control method for nonlinear CSTR system. The CSTR system is transformed into the nonlinear system with a pure feedback structure begins with the mean value theorem. Subsequently, the Fuzzy logic systems (FLS) is used to approximate unknown dynamics. Reactant concentration and mixture temperature are crucial variables in CSTR system. When these variables surpass the specified constraints, it can lead to a decrease in product quality and yield. The constraint boundaries considered in this paper are dependent on both state and time. Therefore, the time‐varying asymmetric Barrier Lyapunov Function (BLF) is proposed to deal with state‐dependent constraints. Additionally, the actuator fault is resolved in this paper, by considering fault‐tolerant control strategy. Lyapunov stability analysis shows that all signals in a closed‐loop system are bounded. Finally, the effectiveness of the control scheme is verified by the simulation of CSTR system.

International Journal of Robust and Nonlinear ControlVol. 35(6)
Liaoning University of Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Liaoning Province
Openalex Percentile: Top 18%
Fault Detection and Control Systems
1.31
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