基于观测器和滤波器的陀螺和红外地球传感器故障检测与隔离

Xin-sheng Wang, Lei Ma
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引用次数: 4

摘要

陀螺和红外地球传感器是卫星姿态控制系统中的两种重要部件。提出了一种基于观测器和卡尔曼滤波的故障检测与隔离方法。首先,讨论了陀螺仪和IES的模型,构建了卫星俯仰信道的虚拟线性系统。然后设计了用于故障检测的观测器和用于故障隔离的卡尔曼滤波器。观测器可以检测到IES和陀螺仪的故障,但卡尔曼滤波器只能检测到IES故障,对陀螺仪故障不敏感。因此,故障隔离方法可以通过本文给出的故障仲裁逻辑来实现。最后,对系统健康状态(无故障)、IES故障和陀螺故障三种情况进行了仿真。仿真结果表明,所提出的故障检测与隔离方法是正确可行的。
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Fault detection and isolation for gyro and infrared earth sensor based on observer and filter
The gyro and the infrared earth sensor (IES) are two kinds of important components in satellite attitude control system. A fault detection and isolation (FDI) approach based on observer and Kalman filter is presented. Firstly, the models of gyro and IES are discussed, and a virtual linear system of satellite pitch channel is constructed. Then, an observer for fault detection and a Kalman filter for fault isolation are designed. The observer could detect faults from IES and gyro, but the Kalman filter could only detect IES fault rather than sensitive to gyro fault. So, fault isolation method could be achieved via fault arbitration logic given in the paper. Lastly, computer simulations are finished on the condition of system health status (no faults), IES fault and gyro fault. The simulation results show that the proposed fault detection and isolation approach is correct and feasible.
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