JOURNAL ARTICLE

Adaptive Fuzzy Fixed-Time Control for Uncertain Nonlinear Systems with Mismatched Disturbances

Rongzheng LuoLu ZhangYou Li

Year: 2024 Journal:   Symmetry Vol: 16 (5)Pages: 560-560   Publisher: Multidisciplinary Digital Publishing Institute

Abstract

This paper focuses on addressing the adaptive fuzzy fixed-time issue for a class of nonlinear systems with uncertainty functions and mismatched disturbances. Fuzzy logical systems are utilized for identifying unknown functions. Additionally, to tackle challenges posed by mismatched disturbances, disturbance observers are constructed based on the backstepping method. Utilizing the adding one power integrator approach and the fixed-time control method, this paper introduces a fixed-time adaptive fuzzy control algorithm. Notably, this algorithm accommodates the presence of unknown mismatched disturbances and nonlinear functions. The paper establishes, through the application of the Lyapunov stability theory, that the designed adaptive fixed-time fuzzy control algorithm ensures practical fixed-time stability for the resulting closed-loop systems. Finally, the effectiveness of the derived strategy is demonstrated through an illustrative example involving two cases.

Keywords:
Backstepping Control theory (sociology) Fuzzy logic Nonlinear system Fuzzy control system Computer science Integrator Adaptive control Adaptive neuro fuzzy inference system Stability (learning theory) Mathematics Mathematical optimization Control (management) Artificial intelligence

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Topics

Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Dynamic Programming Control
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Guidance and Control Systems
Physical Sciences →  Engineering →  Aerospace Engineering

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