Trendafilova, I. and Van Brussel, H.H. (2001) Nonlinear dynamics tools for the motion analysis and condition monitoring of robot joints. Mechanical Systems and Signal Processing, 15 (6). pp. 1141-1164. ISSN 0888-3270Full text not available in this repository. (Request a copy from the Strathclyde author)
Time series from non-damaged and three types of damaged robot joints are considered and analysed from the viewpoint of non-linear dynamics. The embedding spaces for the four types of signals are recovered. The application of surrogate data tests is used to prove the presence of non-linearities in the joints. The results suggest a rise in unstable behaviour due to the introduction of backlash in robot joints. The chaotic behaviour gets stronger with the increase of the backlash extent. This is confirmed by the increase of the embedding dimension as well as by the increase of the Lyapunov exponents and the correlation dimension with the backlash increase. A straightforward method for condition monitoring using non-linear dynamics characteristics, based on a classification procedure, is suggested.
|Keywords:||robots, condition analysis, mechanical engineering, robotics, nonlinear dynamic tools, Mechanical engineering and machinery, Signal Processing, Civil and Structural Engineering, Mechanical Engineering, Control and Systems Engineering, Computer Science Applications, Aerospace Engineering|
|Subjects:||Technology > Mechanical engineering and machinery|
|Department:||Faculty of Engineering > Mechanical and Aerospace Engineering|
|Depositing user:||Strathprints Administrator|
|Date Deposited:||20 Dec 2007|
|Last modified:||29 Apr 2016 07:58|