基于非线性多观测器的作动座作动器和传感器故障检测与隔离

K. Bouibed, L. Seddiki, K. Guelton, H. Akdag
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引用次数: 29

摘要

本文提出了一种基于模型的基于非线性滑模观测器的致动座椅传感器和致动器故障检测和隔离方法。目标是确保用户在模拟器应用程序中的舒适性和安全性。其原理是通过滑模观测器重建系统的状态向量,并将估计输出与作为残差的测量输出进行比较。在这项工作中,使用了多观察者技术。它包括设计多个观测器,这样每个观测器必须对噪声和其他不确定性具有鲁棒性,但对每个执行器或传感器故障敏感。仿真结果表明了该方法的有效性。
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Actuator and sensor fault detection and isolation of an actuated seat via nonlinear multi-observers
In this paper, a model-based approach to detect and to isolate sensors and actuators faults using nonlinear sliding mode observers is proposed 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 of the system by sliding mode observers and to compare the estimated outputs with those measured as residuals. In this work, a multi-observers technique is used. It consists of designing multiple observers such that each observer must be robust to noises and to other uncertainties but sensitive to each actuator or sensor fault. Simulation results are given to show the effectiveness of the approach.
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