Title :
A wavelet based multi-resolution controller for sensorless position control of PM synchronous motors at low speed
Author :
Nejadpak, A. ; Mohamed, A. ; Mohammed, O.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Int. Univ., Miami, FL, USA
Abstract :
This paper presents an application of a wavelet-based multi-resolution PID controller, for sensorless control of PM synchronous motor (PMSM). The procedure uses high-frequency injection. In this proposed controller, the wavelet package is used to decompose the error signal between actual and command signals into different frequency ranges. Consequently, a better estimation of position and speed is obtained. Moreover, a significant decrease in the noise caused by high-frequency injection can achieved. The performance of this system was evaluated in both simulation and laboratory experiments. The complete control system including the proposed wavelet controller was implemented in real time using the dSpace along with a laboratory scale 250-W, 10-pole PMSM. For demonstration of the advantages of the proposed controller, results obtained from this method were compared with the conventional PI controller.
Keywords :
permanent magnet motors; position control; real-time systems; sensorless machine control; synchronous motors; three-term control; PM synchronous motors; complete control system; dSpace; error signal; high-frequency injection; low speed; real time; sensorless position control; wavelet package; wavelet-based multiresolution PID controller; Discrete wavelet transforms; Estimation; Multiresolution analysis; Rotors; Sensorless control; Permanent-magnet synchronous motor; real-time implementation; sensorless control; wavelet controller; wavelet package transform;
Conference_Titel :
Electric Machines & Drives Conference (IEMDC), 2011 IEEE International
Conference_Location :
Niagara Falls, ON
Print_ISBN :
978-1-4577-0060-6
DOI :
10.1109/IEMDC.2011.5994913