Title :
Influence of the power density spectrum of the excitation signal on the identification of drives
Author :
Villwock, Sebastian ; Baumüller, Andreas ; Pacas, Mario ; Götz, Fritz-Rainer ; Liu, Biao ; Barinberg, Viktor
Author_Institution :
Baumuller Nurnberg GmbH, Nurnberg
Abstract :
This paper deals with the identification of the mechanical part of a drive. The applied method works in the frequency domain, uses a numerical least squares parameter fitting optimization method and yields the model function of the plant. The paper explains the mathematical background and analyzes the strong influence of the spectral characteristics of the excitation signal on the identification result. The presented experimental results clearly point out the efficiency of the proposed method.
Keywords :
curve fitting; electric drives; least squares approximations; drive identification; excitation signal; numerical least squares parameter fitting optimization method; power density spectrum; Automatic control; Frequency domain analysis; Frequency response; Least squares approximation; Least squares methods; Mechanical sensors; Optimization methods; Shift registers; Signal analysis; Signal processing;
Conference_Titel :
Industrial Electronics, 2008. IECON 2008. 34th Annual Conference of IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4244-1767-4
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2008.4758134