New fault tolerant control strategy for nonlinear systems with multiple model approach

D. Ichalal, B. Marx, D. Maquin, J. Ragot
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引用次数: 29

Abstract

This paper addresses a new methodology to construct a fault tolerant control (FTC) in order to compensate actuator faults in nonlinear systems. This approach is based on the representation of the nonlinear model with a multiple model under Takagi-Sugeno's form. The proposed control requires a simultaneous estimation of the system states and of the occurring actuator faults. The performance of the control depends on the quality of the estimations, indeed, it is important to estimate accurately and rapidly the states and the faults. This task is then performed with an Adaptive Fast State and Fault Observer (AFSFO). The stability conditions are established with Lyapunov theory and expressed in linear matrix inequality formulation to ease the design of the FTC. Furthermore, relaxed stability conditions are given with the use of the Polya's theorem.
非线性系统多模型容错控制新策略
针对非线性系统中执行器故障的补偿问题,提出了一种新的容错控制方法。该方法基于Takagi-Sugeno形式下的非线性模型的多模型表示。所提出的控制要求同时估计系统状态和发生的执行器故障。控制的性能取决于估计的质量,准确、快速地估计状态和故障是非常重要的。然后使用自适应快速状态和故障观察器(AFSFO)执行此任务。利用李雅普诺夫理论建立了稳定性条件,并用线性矩阵不等式的形式表示,以简化FTC的设计。此外,利用Polya定理给出了松弛稳定性条件。
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