Fault detection in pipelines using nonlinear observers

被引:0
|
作者
Ashton, SA [1 ]
Shields, DN [1 ]
Daley, S [1 ]
机构
[1] Coventry Univ, Control Theory & Applicat Ctr, Coventry, W Midlands, England
来源
UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II | 1998年
关键词
hydraulic pipelines; nonlinear; observer; fault detection; isolation;
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 investigates the detection of faults in an hydraulic pipeline for which both laminar and non-laminar flows are present. A fault detection observer is developed for classes of nonlinear models which are structured in continuous state space form. The observer is designed such that the error dynamics are independent of state, input, output and unknown disturbances. The conditions for the observer to exist, and remain robust with respect to unknown inputs, are derived. The approach is applied to a particular pipeline to detect simulated faults. The results presented demonstrate the effectiveness of the nonlinear observer for fault detection.
引用
收藏
页码:135 / 140
页数:6
相关论文
共 50 条
  • [21] Nonlinear Statistical Process Monitoring and Fault Detection Using Kernel ICA
    张曦
    阎威武
    赵旭
    邵惠鹤
    JournalofDonghuaUniversity(EnglishEdition), 2007, (05) : 587 - 593
  • [22] Fault detection for discrete-time LPV systems using interval observers
    Zhang, Zhi-Hui
    Yang, Guang-Hong
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (14) : 2921 - 2935
  • [23] Fault Detection of Dynamical Systems using First-Order Functional Observers
    Trinh, H.
    Fernando, T.
    Emami, K.
    Huong, D. C.
    2013 8TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2013, : 197 - +
  • [24] New design of robust observers for fault detection and isolation
    Koenig, D
    Nowakowski, S
    Bourjij, A
    PROCEEDINGS OF THE 35TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1996, : 1464 - 1467
  • [25] Generalized Luenberger observers for fault detection in switched systems using H- index
    Farhat, Ahmad
    Koenig, Damien
    2016 EUROPEAN CONTROL CONFERENCE (ECC), 2016, : 1886 - 1891
  • [26] Passive robust fault detection using interval observers: Application to the DAMADICS benchmark problem
    Puig, V
    Stancu, A
    Escobet, T
    Nejjari, F
    Quevedo, J
    Patton, RJ
    CONTROL ENGINEERING PRACTICE, 2006, 14 (06) : 621 - 633
  • [27] On linear observers and application to fault detection in synchronous generators
    Stellet J.E.
    Rogg T.
    Control Theory and Technology, 2015, 12 (04): : 345 - 356
  • [28] On linear observers and application to fault detection in synchronous generators
    Jan Erik STELLET
    Tobias ROGG
    Control Theory and Technology, 2014, 12 (04) : 345 - 356
  • [29] An LMI approach to design robust fault detection observers
    Zhong, MY
    Ding, SX
    Tang, BY
    Jeinsch, T
    Sader, M
    PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 2705 - 2709
  • [30] Fault Tolerant Control for Remotely Operated Vehicles with Thruster Faults using Nonlinear Disturbance Observers
    Baldini, Alessandro
    Felicetti, Riccardo
    Freddi, Alessandro
    Longhi, Sauro
    Monteriu, Andrea
    IFAC PAPERSONLINE, 2022, 55 (31): : 275 - 280