Fault detection and isolation for output feedback system based on space geometry method

被引:0
|
作者
Yandong Hou
Ruirui Huang
Qianshuai Cheng
Liyang Hou
Xiaonan Wang
机构
[1] Henan University,Institute of Image Processing and Pattern Recognition
[2] Jilin University,College of Computer Science and Technology
来源
Cluster Computing | 2019年 / 22卷
关键词
Output feedback system; Fault detection and isolation; Space geometry; Residual generator;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, a new method of actuator fault detection and isolation in output feedback is proposed in the multiple-input multiple-output feedback system. Under the feedback control, fault source can be covered and make the fault isolation difficult. To address such an issue, the fault space is firstly segmented and the fault feature is extracted according to the space geometry theory. By this approach, the residual generator can be constructed. Secondly, in allusion to the coupling between residuals and disturbances in the feedback system, a sufficient and necessary condition for decoupling is given. Then a threshold is set to detect the fault exists or not, and the structured residual set is built to realize the relationship between residuals and faults. Consequently, the fault isolation can be achieved. Simulation results validate the feasibility and validity of the proposed algorithm.
引用
收藏
页码:9313 / 9321
页数:8
相关论文
共 50 条
  • [21] A new approach for fault detection and isolation of Cardiovascular system
    Serrano-Cruz, Dulce-A
    Boutat-Baddas, Latifa
    Darouach, Mohamed
    Astorga-Zaragoza, Carlos-M
    Guerrero-Ramirez, Gerardo-, V
    IFAC PAPERSONLINE, 2024, 58 (21): : 214 - 219
  • [22] Fault detection and isolation in a marine liquid cargo system
    Nilsen, SO
    Blanke, M
    MANOEUVRING AND CONTROL OF MARINE CRAFT, 1998, : 159 - 164
  • [23] Fault Detection Isolation and Estimation in a Vehicle Steering System
    Arogeti, Shai A.
    Wang, Danwei
    Low, Chang Boon
    Yu, Ming
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (12) : 4810 - 4820
  • [24] A Combined Model-Based and Intelligent Method for Small Fault Detection and Isolation of Actuators
    Cheng, Yao
    Wang, Rixin
    Xu, Minqiang
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (04) : 2403 - 2413
  • [25] Model-based fault detection and isolation in automotive yaw moment control system
    You, Seung-Han
    Cho, Young Man
    Hahn, Jin-Oh
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2017, 18 (03) : 405 - 416
  • [26] Principal Components Analysis based Fault Detection and Isolation for Electronic Throttle Control System
    Hamadache, Moussa
    Lee, Dongik
    2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2012, : 808 - 813
  • [27] Fault detection and isolation for GNSS/SINS integrated navigation system based on MSS and PNN
    Li, Peiran
    Liu, Haiying
    Wen, Xin
    Lu, Yuping
    2018 IEEE CSAA GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2018,
  • [28] Fault detection and isolation for a three tank system based on a bilinear model of the supervised process
    El Bahir, L
    Kinnaert, M
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 1486 - 1491
  • [29] Model-based fault detection and isolation in automotive yaw moment control system
    Seung-Han You
    Young Man Cho
    Jin-Oh Hahn
    International Journal of Automotive Technology, 2017, 18 : 405 - 416
  • [30] A fuzzy inference system for fault detection and isolation: Application to a fluid system
    White, Christopher J.
    Lakany, Heba
    EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (03) : 1021 - 1033