针对参数不确定和多时间延迟的开关系统的基于区域顶的故障检测方法

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
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引用次数: 0

摘要

本文研究了具有参数不确定性和时间延迟的离散时间开关系统的故障检测。首先,本文提出了一种状态增强方法,以消除时间延迟的影响。然后,介绍了一种基于先验状态估计的新型残差发生器结构,并通过区角技术计算了残差评估的自适应阈值。同时,采用峰-峰性能和 H-性能设计残差发生器,确保了不确定性鲁棒性和故障灵敏度。最后,还提供了数值模拟结果,以证明所提方法的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A zonotope-based fault detection method for switched systems with parameter uncertainties and multiple time delays
This paper studies fault detection for discrete-time switched systems with parameter uncertainties and time delays. First, a state augmentation method is presented to decouple the effect of time delays. Then, a novel residual generator structure based on priori state estimation is introduced, and the adaptive thresholds for residual evaluation are computed via zonotope techniques. Meanwhile, peak-to-peak performance and H performance are adopted to design the residual generator, ensuring both uncertainty robustness and fault sensitivity. Finally, numerical simulation results are provided to demonstrate the effectiveness and superiority of the proposed method.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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