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Fault Detection, Identification and Accommodation for an Electro-hydraulic System: An Adaptive Robust Approach

机译:电动液压系统的故障检测,识别和住宿:自适应鲁棒方法

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In the present work, we use an adaptive robust approach for fault detection and accommodation in electro-hydraulic systems. It is well known fact that any realistic model of a hydraulic system suffers from significant extent of uncertain nonlinearities and parametric uncertainties. An adaptive robust scheme is robust to such uncertainties and tracks the change in parameters reliably. Consequently, such a scheme becomes a natural choice for designing robust fault detection algorithms for electro-hydraulic systems. In this paper, we present the main results obtained by using adaptive robust state reconstruction and adaptive robust observers for fault detection in electro-hydraulic systems. Furthermore, the useful information about faults contained in the residual is used for designing an active fault-tolerant controller. We give an outline of the stability analysis for the faulty closed loop system, which shows that all states remain bounded and desired performance is restored to acceptable limits after the occurrence of fault. Simulation results show the effectiveness of the proposed scheme.
机译:在本作工作中,我们在电液系统中使用自适应鲁棒方法进行故障检测和容纳。众所周知,液压系统的任何现实模型都遭受了不确定的非线性和参数不确定性的显着程度。自适应稳健方案对这种不确定性具有鲁棒性,并可靠地跟踪参数的变化。因此,这种方案成为为电动液压系统设计鲁棒故障检测算法的自然选择。在本文中,我们介绍了通过使用自适应稳健的状态重建和自适应稳健观察者来实现的主要结果,用于电动液压系统中的故障检测。此外,关于残差中包含的故障的有用信息用于设计有源容错控制器。我们概述了故障闭环系统的稳定性分析,这表明所有状态保持有界和所需的性能恢复到发生故障后的可接受限度。仿真结果表明了拟议方案的有效性。

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