Fault diagnosis and fault tolerant control of nonlinear systems

Liu Yutian, Li Changgang, Hu Junjie
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引用次数: 7

Abstract

A survey of fault diagnosis and fault tolerant control techniques for nonlinear systems is presented. Firstly, the model of general nonlinear systems is introduced. Some main features of fault diagnosis and fault tolerant control of nonlinear systems are analyzed. Based on these, some main approaches for fault diagnosis and fault tolerant control of nonlinear systems, including sliding mode observer based fault detection approach, unknown input observer based fault diagnosis approach, nonlinear observer based fault tolerant control approach, H∞ based robust fault tolerant control, and so on. Finally, the main challenges, difficulties and some future development trends for the field are pointed out.
非线性系统的故障诊断与容错控制
对非线性系统的故障诊断和容错控制技术进行了综述。首先,介绍了一般非线性系统的模型。分析了非线性系统故障诊断和容错控制的主要特点。在此基础上,提出了非线性系统故障诊断和容错控制的主要方法,包括基于滑模观测器的故障检测方法、基于未知输入观测器的故障诊断方法、基于非线性观测器的容错控制方法、基于H∞的鲁棒容错控制方法等。最后,指出了该领域面临的主要挑战、困难和未来的发展趋势。
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