Title :
Interdependence and sensitivity of motor parameters in torque estimation algorithms
Author :
Bastiaensen, C. ; Deprez, Wim ; Haesen, Edwin ; Driesen, Johan
Author_Institution :
Department of Electrical Engineering, University of Leuven, Kasteelpark Arenberg, 10 - 3001, Belgium
Abstract :
This paper studies a torque estimation model for induction machines. The model requires different machine parameters as input. Since the input parameters are deduced from measurements burdened with inaccuracy, it is necessary to take into account uncertainty in the input of the model. On that account the distribution and the interdependence of the input parameters is determined. A sufficient data input set is obtained by a sampling method. Uncertainty propagation in the model is analyzed and the desired information from the set of output data is extracted.
Keywords :
Induction Machines; Parameter Sensitivity; Principal Component Analysis; Sampling methods; Torque Estimation;
Conference_Titel :
Reliability in Electromagnetic Systems, 2007 IET Colloquium on
Conference_Location :
Paris, France
Print_ISBN :
978-0-86341-809-9