线性连续系统的传感器故障检测

Heng Wang, He-hua Ju, Yu-Long Wang
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引用次数: 1

摘要

研究了具有干扰和传感器噪声的线性时不变连续系统的传感器故障检测问题。引入两个有限频率性能指标,提高了故障灵敏度,减弱了干扰和噪声的影响。与现有方法不同的是,本文采用新近发展的广义Kalman-Yakubovich-Popov (GKYP)引理直接处理有限频率性能指标,完全避免了现有方法加权函数的复杂性。以一组线性矩阵不等式(lmi)的解的形式提出了设计方法。最后通过数值算例验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sensor fault detection for linear continuous-time systems
This paper deals with the sensor fault detection problem for linear time-invariant continuous-time systems with disturbances and sensor noises. Two finite frequency performance indexes are introduced to increase the fault sensitivity and attenuate the effects of disturbances and noises. Different from the existing techniques, the recently developed Generalized Kalman-Yakubovich-Popov (GKYP) lemma is applied in this paper to treat the finite frequency performance indexes directly, completely avoiding the complexity of weighting functions of the existing approaches. The design methods are presented in terms of solutions to a set of linear matrix inequalities (LMIs). A numerical example is studied to illustrate the effectiveness of the proposed method.
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