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
Link To Document :
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