A model-free approach to fault detection of periodic systems

被引:0
|
作者
Zhang, P [1 ]
Ding, SX [1 ]
机构
[1] Univ Duisburg Essen, Inst Automat Control & Complex Syst, D-47048 Duisburg, Germany
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an approach to design fault detection systems for linear discrete-time periodic systems, which doesn't require prior knowledge of system model. The proposed approach directly identifies parameters of residual generators from input and output data of the periodic system, instead of first identifying parameters of the system model. Not only periodic parity relation based residual generators but also periodic observer based residual generators can be obtained in this way. An example is given to illustrate the proposed approach.
引用
收藏
页码:843 / 848
页数:6
相关论文
共 50 条
  • [41] Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas
    Meneghetti, Lorenzo
    Terzi, Matteo
    Del Favero, Simone
    Susto, Gian Antonio
    Cobelli, Claudio
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2020, 28 (01) : 33 - 47
  • [42] A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic Systems
    Zhang, Ping
    Ding, Steven X.
    Liu, Ping
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (02) : 457 - 462
  • [43] Fault-tolerant control for model-free networked control systems under DoS attacks
    Su, Meng-Ying
    Che, Wei-Wei
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 358 (17): : 9023 - 9033
  • [44] Online Model-free Sensor Fault Identification and Dictionary Learning in Cyber-Physical Systems
    Alippi, Cesare
    Ntalampiras, Stayros
    Roveri, Manuel
    [J]. 2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 756 - 762
  • [45] A model-free approach to multivariate option pricing
    Carole Bernard
    Oleg Bondarenko
    Steven Vanduffel
    [J]. Review of Derivatives Research, 2021, 24 : 135 - 155
  • [46] A MODEL-FREE APPROACH TO DISTRIBUTED TRANSMIT BEAMFORMING
    George, Jemin
    Yilmaz, Cemal Tugrul
    Parayil, Anjaly
    Chakrabortty, Aranya
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 5170 - 5174
  • [47] On the control of robot manipulator: A model-free approach
    Abouaissa, Hassane
    Chouraqui, Samira
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2019, 31 : 6 - 16
  • [48] Model-free control for unknown delayed systems
    Doublet, M.
    Join, C.
    Hamelin, F.
    [J]. 2016 3RD CONFERENCE ON CONTROL AND FAULT-TOLERANT SYSTEMS (SYSTOL), 2016, : 630 - 635
  • [49] A model-free approach to multivariate option pricing
    Bernard, Carole
    Bondarenko, Oleg
    Vanduffel, Steven
    [J]. REVIEW OF DERIVATIVES RESEARCH, 2021, 24 (02) : 135 - 155
  • [50] A Model-free Approach for the Segmentation of Unknown Objects
    Asif, Umar
    Bennamoun, Mohammed
    Sohel, Ferdous
    [J]. 2014 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2014), 2014, : 4914 - 4921