具有不确定调度变量的LPV系统自适应滑模故障诊断

Sandy Rahme, N. Meskin, J. Mohammadpour
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引用次数: 0

摘要

本文提出了一种自适应滑模观测器,用于调度变量测量不完全的线性变参系统的执行器故障诊断。开发的自适应观测器能够处理有界不确定性和故障,而无需先验地知道它们的边界。在最小化调度变量不确定性的影响后,利用等效控制原理对执行器故障进行估计。通过仿真研究验证了所提设计方法的性能。
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Adaptive Sliding Mode Fault Diagnosis for LPV Systems with Uncertain Scheduling Variables
This paper presents an adaptive sliding mode observer for actuator fault diagnosis of linear parameter-varying (LPV) systems with imperfectly measured scheduling variables due to noisy or faulty measurements. The developed adaptive observer is able to cope with bounded uncertainties and faults without a priori knowledge of their bounds. Moreover, the actuator fault can be estimated from the principle of equivalent control after minimizing the effect of the scheduling variable uncertainties. The performance of the proposed design approach is validated using simulation studies.
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