Takagi-Sugeno模糊系统多执行器和传感器故障的同时估计

M. Pazera, M. Witczak, Mariusz Buciakowski, M. Mrugalski
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引用次数: 4

摘要

针对非线性系统的故障诊断问题,研究了基于Takagi-Sugeno(TS)的鲁棒执行器和传感器同步故障估计器的设计问题。提出了一种基于ts的H∞故障估计器的设计方法。该方法的主要新颖之处在于可以同时估计传感器和执行器的故障。所开发的方法保证了预先定义的干扰衰减水平和所设计估计器的收敛性。本文的说明部分给出了该方法在多水箱系统故障诊断任务中的应用实例。
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Simultaneous estimation of multiple actuator anc sensor faults for Takagi-Sugeno fuzzy systems
The paper is devoted to the problem of a Takagi-Sugeno(TS)-based robust simultaneous actuator and sensor faults estimator design for the purpose of the Fault Diagnosis (FD) of non-linear systems. The proposed methodology of designing a TS-based H∞ fault estimator is developed in this paper. The main novelty of the approach is associated with possibly of simultaneous sensor and actuator faults estimation. The developed approach guaranties a predefined disturbance attenuation level and convergence of the designed estimator. The illustrative part of the paper shows an example of the application of the developed approach in the task of the fault diagnosis of the multi-tank system.
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