JOURNAL ARTICLE

Prescribed Performance Fault-Tolerant Control of Nonlinear Systems via Actuator Switching

Chen-Liang ZhangGe Guo

Year: 2023 Journal:   IEEE Transactions on Fuzzy Systems Vol: 32 (3)Pages: 1013-1022   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This article investigates a prescribed performance control (PPC) problem of nonlinear strict-feedback systems subject to actuator faults. By introducing $ln$ -type performance functions, a constraint of output tracking error is established to prescribe the performance. Via the use of mapping and barrier error transformations, the constraint-handling issue is converted into a stabilization one of unconstrained variable. Then, an adaptive controller involving a fuzzy logic system to approximate the unknown nonlinearity is devised to stabilize the transformed variable, resulting to a universal PPC algorithm that applies to all types of asymmetric prescribed performance requirements. To prevent such requirements from being violated due to actuator faults, a novel dynamic redundancy mechanism is incorporated to implement the performance monitoring and switching from the faulty actuator to a healthy one. Two simulation examples are presented to verify the effectiveness and superiority of the proposed scheme.

Keywords:
Actuator Control theory (sociology) Nonlinear system Redundancy (engineering) Fault tolerance Constraint (computer-aided design) Computer science Tracking error Fuzzy logic Variable (mathematics) Controller (irrigation) Control engineering Mathematics Control (management) Engineering Artificial intelligence Distributed computing

Metrics

56
Cited By
13.94
FWCI (Field Weighted Citation Impact)
32
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

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
Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence
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