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基于键合图方法和切换观测器的连续线性切换系统故障检测

Fault Detection of continuous time linear switched systems using combination of Bond Graph method and switching observer.

机构信息

Department of Electrical and Computer Engineering Shahid Beheshti University, A.C., Tehran, Iran.

Department of Electrical and Computer Engineering Shahid Beheshti University, A.C., Tehran, Iran.

出版信息

ISA Trans. 2019 Nov;94:338-351. doi: 10.1016/j.isatra.2019.04.023. Epub 2019 May 6.

DOI:10.1016/j.isatra.2019.04.023
PMID:31079876
Abstract

In this paper, a new Fault Detection (FD) scheme based on combination of switching observer and Bond Graph (BG) method for linear continuous time switched systems with Average Dwell Time (ADT) approach is proposed. The proposed scheme is a BG-based two-stage FD system in which the compact state space representation and Global Analytical Redundancy Relations (GARRs) are derived based on the BG model. In the first stage, a switched observer is designed considering disturbance attenuation level, fault sensitivity and rapid fault detection criteria by solving a weighted Linear Matrix Inequality (LMI) optimization problem. Next, a new form of GARRs which is based on output estimation error of the observer and is called Error-based Global Analytical Redundancy Relations (EGARRs) is developed to combine the observer and BG method. The output estimation errors from the observer, which are adequately sensitive to faults and simultaneously the effects of disturbances are attenuated therein, are given to the EGARRs to generate the residuals of the FD system. The proposed method may be used for fault detection of switched linear systems with ADT based on the BG model of the system. Finally, two case studies including a two-tank system and a buck converter-driven DC motor are considered to show the efficiency and real-time implementation of the proposed method.

摘要

本文提出了一种基于切换观测器和键合图(BG)方法的新故障检测(FD)方案,用于具有平均驻留时间(ADT)方法的线性连续时间切换系统。所提出的方案是一种基于 BG 的两级 FD 系统,其中紧凑的状态空间表示和全局解析冗余关系(GARRs)是基于 BG 模型推导出来的。在第一阶段,通过求解加权线性矩阵不等式(LMI)优化问题,考虑干扰衰减水平、故障灵敏度和快速故障检测标准,设计了一个切换观测器。接下来,开发了一种新的基于观测器输出估计误差的 GARRs 形式,称为基于误差的全局解析冗余关系(EGARRs),将观测器和 BG 方法结合起来。从观测器获得的输出估计误差对故障敏感,同时在其中衰减干扰的影响,将其提供给 EGARRs 以生成 FD 系统的残差。该方法可用于基于系统 BG 模型的 ADT 切换线性系统的故障检测。最后,考虑了两个案例研究,包括双罐系统和降压转换器驱动的直流电机,以显示所提出方法的效率和实时实现。

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