Intermittent Fault Detection for Nonlinear Stochastic Systems

被引：0
|
作者：
Niu, Yichun [1 ]
Sheng, Li [1 ]
Gao, Ming [1 ]
Zhou, Donghua [2 ]
机构：
[1] China Univ Petr East China, Coll Control Sci & Engn, Qingdao 266580, Shandong, Peoples R China
[2] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Peoples R China
来源：
IFAC PAPERSONLINE | 2020年 / 53卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Intermittent fault detection; Nonlinear stochastic systems; Moving horizon estimation; Dynamic weight matrices; Particle swarm optimization;
D O I：
10.1016/j.ifacol.2020.12.817
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, the problem of intermittent fault detection is investigated for nonlinear stochastic systems. The moving horizon estimation with dynamic weight matrices is proposed, where the weight matrices are adjusted by an unreliability index of prior estimate to avoid the smearing effects of intermittent faults. Based on the particle swarm optimization algorithm, the nonlinear optimization problem is solved and the approximate estimate is derived. Finally, the feasibility and effectiveness of the proposed algorithm are validated by a numerical example. Copyright (C) 2020 The Authors.
引用
收藏
页码：694 / 698
页数：5
相关论文
共 50 条
  • [1] Fault Detection Filtering for Nonlinear Switched Stochastic Systems
    Su, Xiaojie
    Shi, Peng
    Wu, Ligang
    Song, Yong-Duan
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (05) : 1310 - 1315
  • [2] Distributed Fault Detection for a Class of Nonlinear Stochastic Systems
    Yan, Bingyong
    Wang, Huazhong
    Wang, Huifeng
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [3] Intermittent fault detection for delayed stochastic systems over sensor networks *
    Zhang, Sen
    Sheng, Li
    Gao, Ming
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 358 (13): : 6878 - 6896
  • [4] Fault detection and prediction scheme for nonlinear stochastic distribution systems
    Zhang, Chang
    Yao, Lina
    Sun, Yuancheng
    Qin, Jifeng
    [J]. ASIAN JOURNAL OF CONTROL, 2023, 25 (05) : 3933 - 3943
  • [5] Distributed Intermittent Fault Detection for Linear Stochastic Systems Over Sensor Network
    Niu, Yichun
    Sheng, Li
    Gao, Ming
    Zhou, Donghua
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (09) : 9208 - 9218
  • [6] Distributed Intermittent Fault Detection for Linear Stochastic Systems over Sensor Network
    China University of Petroleum , College of Control Science and Engineering, Qingdao
    266580, China
    不详
    266590, China
    [J]. IEEE Trans. Cybern, 9 (9208-9218):
  • [7] Intermittent sensor fault detection for stochastic LTV systems with parameter uncertainty and limited resolution
    Zhang, Junfeng
    Christofides, Panagiotis D.
    He, Xiao
    Albalawi, Fahad
    Zhao, Yinghong
    Zhou, Donghua
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2020, 93 (04) : 788 - 796
  • [8] Intermittent fault detection for discrete- time linear stochastic systems with time delay
    Zhang, Sen
    Sheng, Li
    Gao, Ming
    Zhou, Donghua
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2020, 14 (03): : 511 - 518
  • [9] Fault estimation and prediction for nonlinear stochastic system with intermittent observations
    Ding, Bo
    Fang, Huajing
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 28 (04) : 1165 - 1181
  • [10] Fault Detection for Uncertain Nonlinear Stochastic Systems with Successive Data Packet Loss
    Wang, Yanqin
    Ren, Weijian
    Lu, Yang
    [J]. 2018 EIGHTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2018), 2018, : 1791 - 1794
12345