Fault Detection and Diagnosis for Non-Gaussian Singular Stochastic Distribution Systems

被引:0
|
作者
Jing, Shi [1 ]
Yi, Qu [1 ]
Peng, Du [2 ]
机构
[1] Xianyang Vocat Tech Coll, Dept Elect & Informat Engn, Xianyang, Peoples R China
[2] Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou, Peoples R China
关键词
probability density fuctions; singuktr stochastic distribution; controljault detection; diagnosis;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Fault detection and diagnosis (FDD) for singular stochastic distribution control (SDC) systems via the output probability density functions(PDFs) have been discussed. The PDFs can be approximated via square-root B-spline expansion,and expansions to represent the dynamics weighting systems between the system input and output PDFs. an novel fault detection and diagnosis algorithm is presented using the parameter-updating. Finally, the simulation result is included to show that satisfactory robustness and closed-loop performance can be achieved.
引用
下载
收藏
页码:385 / 388
页数:4
相关论文
共 50 条
  • [41] Fault diagnosis and fault-tolerant control for non-Gaussian nonlinear stochastic systems via entropy optimisation
    Yao, Lina
    Li, Lifan
    Guan, Yacun
    Wang, Hao
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (13) : 2552 - 2564
  • [42] Minimum Entropy Fault Diagnosis and Fault Tolerant Control for the Non-Gaussian Stochastic System
    Yao, Lina
    Guan, Yachun
    2016 AMERICAN CONTROL CONFERENCE (ACC), 2016, : 6863 - 6868
  • [43] Fundamental fault detection limitations in linear non-Gaussian systems
    Hendeby, Gustaf
    Gustafsson, Fredrik
    2005 44th IEEE Conference on Decision and Control & European Control Conference, Vols 1-8, 2005, : 338 - 343
  • [44] CONSTRAINED STOCHASTIC DISTRIBUTION CONTROL FOR NONLINEAR STOCHASTIC SYSTEMS WITH NON-GAUSSIAN NOISES
    Zhang, Jianhua
    Ren, Mifeng
    Tian, Ye
    Hou, Guolian
    Fang, Fang
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2013, 9 (04): : 1759 - 1767
  • [45] Fuzzy Modeling-Based Fault Diagnosis and Tolerant Control for Complex non-Gaussian Stochastic Systems
    Ye, Yangfei
    Yi, Yang
    Li, Zhen
    Zheng, Weixing
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 223 - 228
  • [46] COLLABORATIVE FAULT TOLERANT CONTROL FOR NON-GAUSSIAN STOCHASTIC DISTRIBUTION SYSTEMS BASED ON ADAPTIVE CONTROL STRATEGY
    Ren, Yuwei
    Fang, Yixian
    Yao, Lina
    Zhang, Huaxiang
    ASIAN JOURNAL OF CONTROL, 2019, 21 (01) : 533 - 544
  • [47] Fault Diagnosis and Sliding Mode Fault Tolerant Control for Non-Gaussian Stochastic Distribution Control Systems Using T-s Fuzzy Model
    Yao Lina
    Lei Chunhui
    ASIAN JOURNAL OF CONTROL, 2017, 19 (02) : 636 - 646
  • [48] Fault diagnosis for singular stochastic systems
    Hu Z.-H.
    Han Z.-Z.
    Tian Z.-H.
    Journal of Shanghai Jiaotong University (Science), 2011, 16 (04) : 497 - 501
  • [49] Fault Diagnosis for Singular Stochastic Systems
    胡卓焕
    韩正之
    田作华
    Journal of Shanghai Jiaotong University(Science), 2011, 16 (04) : 497 - 501
  • [50] Entropy Optimization Filtering for Fault Isolation of Nonlinear Non-Gaussian Stochastic Systems
    Guo, Lei
    Yin, Liping
    Wang, Hong
    Chai, Tianyou
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (04) : 804 - 810