• DocumentCode
    393630
  • Title

    Detection of collisions for a flexible beam subject to random disturbance

  • Author

    Sawada, Yuichi

  • Author_Institution
    Dept. of Mech. & Syst. Eng., Kyoto Inst. of Technol., Japan
  • Volume
    1
  • fYear
    2002
  • fDate
    5-7 Aug. 2002
  • Firstpage
    559
  • Abstract
    This paper presents an approach to detection of collisions for a flexible cantilever-beam subject to random disturbance by using model-based fault diagnosis method. The mathematical model of the flexible cantilever-beam is assumed to be described by the Euler-Bernoulli type partial differential equation. The collision detection filter is constructed based on the Kalman filter with respect to the finite-dimensional model corresponding to the mathematical model of the flexible beam. If collisions of the flexible beam and with environmental objects occur, the statistics of the residual signal (innovation process) are change. To detect such statistical change of the residual signal due to the collision, the chi-squared like test is introduced. In this paper, numerical and experimental results are presented.
  • Keywords
    Kalman filters; collision avoidance; filtering theory; flexible manipulators; partial differential equations; random processes; Euler-Bernoufli type partial differential equation; Kalman filter; collision detection filter; finite-dimensional model; flexible cantilever-beam; model-based fault diagnosis method; random disturbance; Actuators; Fault detection; Filters; Manipulator dynamics; Mathematical model; Partial differential equations; Statistics; Systems engineering and theory; Technological innovation; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2002. Proceedings of the 41st SICE Annual Conference
  • Print_ISBN
    0-7803-7631-5
  • Type

    conf

  • DOI
    10.1109/SICE.2002.1195467
  • Filename
    1195467