基于滑模观测器的非线性卫星系统FDI格式

Indira Nagesh, C. Edwards
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引用次数: 10

摘要

提出了一种基于模型不确定性和传感器噪声的非线性基准卫星系统Mars Express (Mex)执行器故障识别和隔离方法。设计了一个非线性滑模观测器来估计推力器的故障。非线性Mex系统产生无降阶动力学的滑模观测器的特殊情况。对等效注入信号进行滤波,产生残差信号,残差信号通过阈值选择来识别故障。故障隔离是基于等效注入信号的定向残差集评估。最后通过蒙特卡罗仿真验证了所设计的FDI的性能。
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A sliding mode observer based FDI scheme for a nonlinear satellite systems
This paper proposes a method to identify and isolate actuator faults in a nonlinear benchmark satellite system Mars Express (Mex), subject to model uncertainties and sensor noise. A nonlinear sliding mode observer is designed to estimate the faults induced in the thrusters. The nonlinear Mex system gives rise to a special case of a sliding mode observer with no reduced order dynamics. The equivalent injection signal is filtered to generate a residual signal which is used to identify the faults present by means of threshold selection. Fault isolation is based on directional residual set evaluation using the equivalent injection signal. Finally performance of the designed FDI is verified using Monte Carlo simulations.
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