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Actuator fault detection by nonlinear sliding mode observers: Application to an actuated seat

机译:非线性滑模观测器对执行器故障的检测:在驱动座椅上的应用

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This paper deals with actuator faults detection and isolation using nonlinear sliding mode observers for an actuated seat. The goal is to ensure the comfort and the security of the users in simulators applications. The principle is to reconstruct the state vector and measurements of the system by sliding mode observers and compare the estimated outputs with those measured. In this work, a multi-observers technique is used. It consists on construction of many observers such that each observer must be robust to noises and to other uncertainties but sensitive to one actuator fault. Residuals are the estimation errors which are the differences between measurements and their estimations. Without failure in the actuator, the residual remains around zero and if a fault occurs, it deviates significantly from zero. Simulation results are given at the end to show the effectiveness of the approach.
机译:本文使用被致动座椅的非线性滑模观测器进行致动器故障检测和隔离。目的是确保模拟器应用程序中用户的舒适性和安全性。原理是通过滑模观测器重建系统的状态向量和测量值,并将估计的输出与测量的输出进行比较。在这项工作中,使用了多观察者技术。它由许多观察者构成,因此每个观察者必须对噪声和其他不确定性具有鲁棒性,但对一个执行器故障敏感。残差是估计误差,是测量值与其估计之间的差异。在执行器没有故障的情况下,残差保持在零附近,如果发生故障,则残差将大大偏离零。最后给出了仿真结果,表明了该方法的有效性。

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