有界参数不确定性系统的可达输出:在故障检测中的应用

D. Horak, D. Goblirsch
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引用次数: 6

摘要

提出了一种计算具有有界参数不确定性和噪声的线性多变量动力系统输出必须存在的区间的方法。它利用了庞特里亚金的极大值原理,并且是递归的。由于其计算效率高,可以实时执行,用于参数不确定系统的系统和传感器故障检测。如果测量的输出超出计算的区间,则通过测试来检测故障,表明系统不能用给定的模型和指定的参数不确定性界限来描述。通过对AFTI F-16飞机纵向动力学的分析,说明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reachable Outputs in Systems with Bounded Parameter Uncertainties: Application to Failure Detection
A method for computing the intervals in which the outputs of a linear multivariable dynamic system with bounded parameter uncertainties and noise must lie has been developed. It utilizes Pontryagin's Maximum Principle and is recursive. Because of its computational efficiency it can be executed in real time and used for system and sensor failure detection in systems with parameter uncertainties. Failures are detected by testing if the measured outputs lie outside the computed intervals, indicating that the system cannot be described by the given model and the specified parameter uncertainty bounds. The method is illustrated by application to the longitudinal dynamics of the AFTI F-16 aircraft.
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