• DocumentCode
    1631601
  • Title

    A fault detection approach using both control and output error signals in frequency domain

  • Author

    Yeh, Chih-Ping ; Yang, Han-Long ; Chen, Wen

  • Author_Institution
    Div. of Eng. Technol., Wayne State Univ., Detroit, MI, USA
  • fYear
    2010
  • Firstpage
    341
  • Lastpage
    344
  • Abstract
    This paper is to explore further results regarding Total Fault Information-based Residual (ToMFIR) approach to fault detection in dynamic systems. The TomFIR contains the essential fault information and remains unaffected by control actions in a closed-loop system. It is composed of control input residual and output error residual. The TomFIR is formulated in frequency domain. More importantly, the ToMFIR is able to detect faults/failures resulting from control-used computer. Currently, all of existing fault-detection schemes cannot achieve the same task at all. A practical DC motor example, with a PID controller, is used to demonstrate the effectiveness of the ToMFIR-based fault detection. Comparison with standard observer-based technique is also provided.
  • Keywords
    DC motors; closed loop systems; fault diagnosis; fault trees; frequency-domain analysis; observers; parameter estimation; three-term control; time-varying systems; DC motor; PID controller; closed loop system; control input residual; dynamic system; fault detection; frequency domain; observer based technique; output error residual; total fault information based residual; Current measurement; Fault detection; Total measurable fault information residual; controller residuals; frequency domain; output residuals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Embedded Systems and Applications (MESA), 2010 IEEE/ASME International Conference on
  • Conference_Location
    Qingdao, ShanDong
  • Print_ISBN
    978-1-4244-7101-0
  • Type

    conf

  • DOI
    10.1109/MESA.2010.5552043
  • Filename
    5552043