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An FDIA approach for aircraft based on the Kalman filter

机译:基于卡尔曼滤波器的飞机FDIA方法

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摘要

The fault diagnosis, isolation and accommodation techniques (FDIA) play an important role in the advance engine control system, and also can highly improve the reliability of the whole control system. In this paper, we build the engine realtime dynamic linear model in the framework of gain scheduling. Meanwhile, a fast recursive Kalman algorithm has been proposed to build the Kalman filter in order to raise the estimation computation speed of the dynamic system. Finally, this algorithm has been applied to an aeroengine, and experimental result demonstrates the effectiveness of the proposed design approach.
机译:故障诊断,隔离和适应技术(FDIA)在先进的发动机控制系统中起着重要作用,并且可以大大提高整个控制系统的可靠性。本文在增益调度框架下建立了发动机实时动态线性模型。同时,提出了一种快速递归卡尔曼算法来构建卡尔曼滤波器,以提高动态系统的估计计算速度。最后,该算法已应用于航空发动机,实验结果证明了该设计方法的有效性。

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