Title :
A flux-based PMSM motor model using RBF interpolation for time-stepping simulations
Author :
Weidenholzer, Guenther ; Silber, Siegfried ; Jungmayr, Gerald ; Bramerdorfer, Gerd ; Grabner, Herbert ; Amrhein, Wolfgang
Author_Institution :
Austrian Center of Mechatron. (ACCM), Linz, Austria
Abstract :
This paper describes an advanced method of modeling synchronous machines, in particular interior permanent magnet (IPM) motors. The dynamic motor model considers magnetic saturation and the dependence of electrical, magnetic and mechanical quantities on the rotation angle, and can be integrated into multidisciplinary system simulations. A set of magnetic finite element method (FEM) solutions is used to set up the model based on radial basis function (RBF) interpolation. The presented motor model can be used to simulate any time-stepping cases, such as studies of field weakening control, sensorless motor control algorithms or short circuit behavior. No magnetic FEM simulation is needed at runtime. We demonstrate the functionality of our method using the example of a BLDC motor simulation with voltage block commutation. The model derivated results are in good accordance with our measurements.
Keywords :
finite element analysis; interpolation; permanent magnet motors; power engineering computing; radial basis function networks; sensorless machine control; synchronous motors; BLDC motor simulation; RBF interpolation; dynamic motor model; electrical quantity; field weakening control; flux-based PMSM motor model; interior permanent magnet motors; magnetic FEM solution; magnetic finite element method solution; magnetic quantity; magnetic saturation; mechanical quantity; motor model; multidisciplinary system simulation; radial basis function interpolation; sensorless motor control algorithm; short circuit behavior; synchronous machine modeling; time-stepping case; time-stepping simulation; voltage block commutation; Commutation; Integrated circuit modeling; Interpolation; Mathematical model; Rotors; Stators; Torque; BLDC; IPM; PMSM; block commutation mode; circuit field coupled simulation; dynamic machine model; field weakening; flux-based model; radial basis function; sensorless control from zero speed; thin-plate spline;
Conference_Titel :
Electric Machines & Drives Conference (IEMDC), 2013 IEEE International
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-4975-8
Electronic_ISBN :
978-1-4673-4973-4
DOI :
10.1109/IEMDC.2013.6556323