An Integrated Approach to Mode Tracking and Diagnosis of Hybrid Systems

被引:27
作者
Levy, Rami [1 ]
Arogeti, Shai A. [1 ]
Wang, Danwei [2 ]
机构
[1] Ben Gurion Univ Negev, Dept Mech Engn, IL-84105 Beer Sheva, Israel
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
基金
以色列科学基金会;
关键词
Diagnoser; discrete-event systems (DESs); fault detection and isolation (FDI); hybrid systems; mode tracking; mode-change signature; FAULT-DIAGNOSIS; DYNAMICAL MODELS;
D O I
10.1109/TIE.2013.2262761
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, information from a hybrid bond graph (HBG) model and from discrete-event systems (DESs) is integrated into a fault diagnosis method for hybrid systems. In a pure-HBG framework, mode-change detection and isolation is handled by the mode-change signature and the mode-change signature matrix. In a DES approach, discrete states and faults are traced based on observable events (e. g., control signals) and diagnosers. Based on the two approaches, a new diagnoser that is driven by both observable events and consistency indicators generated by continuous residuals is presented. The proposed method allows not only to effectively trace the system mode but also to decide whether this mode is faulty or normal. The new method is presented and implemented on a testbed. The experimental results presented in this paper demonstrate the effectiveness of the method.
引用
收藏
页码:2024 / 2040
页数:17
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