DocumentCode :
2199628
Title :
An adaptive filter based torque ripple minimization of a fuzzy logic controller for speed control of a PM synchronous motor
Author :
Uddin, M. Nasir
Author_Institution :
Dept. of Electr. Eng, Lakehead Univ., Thunder Bay, Ont., Canada
Volume :
2
fYear :
2005
fDate :
2-6 Oct. 2005
Firstpage :
1300
Abstract :
This paper presents an adaptive filter based torque ripple minimization (TRM) of a fuzzy logic controller (FLC) for speed control of an interior permanent magnet synchronous motor (BPMSM) drive. A simple and effective first order digital infinite impulse response (HR) filter is utilized to reduce the torque ripple introduced by the FLC. The gain of the filter is adapted online based on the magnitude of the torque ripple. The optimal position of the filter in the complete drive is also determined for effective TRM. The various sources of torque pulsations in a practical electric machine drive are described. The main cause of the torque ripple in an FLC is also explained A simulation model for closed vector control of an FLC based IPMSM drive incorporating the proposed TRM technique is developed in Matlab/Simulink. The effectiveness of the proposed technique is investigated extensively in simulation at different operating conditions. It is found that the performance of the FLC based IPMSM drive is improved significantly with the proposed TRM technique.
Keywords :
IIR filters; adaptive filters; angular velocity control; fuzzy control; machine vector control; permanent magnet motors; synchronous motors; torque; adaptive filter; closed vector control; electric machine drive; first order digital infinite impulse response filter; fuzzy logic controller; interior permanent magnet synchronous motor drive; speed control; torque ripple minimization; Adaptive filters; Fuzzy logic; IIR filters; Magnetic separation; Minimization; Permanent magnet motors; Synchronous motors; Torque control; Transmission line measurements; Velocity control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industry Applications Conference, 2005. Fourtieth IAS Annual Meeting. Conference Record of the 2005
ISSN :
0197-2618
Print_ISBN :
0-7803-9208-6
Type :
conf
DOI :
10.1109/IAS.2005.1518527
Filename :
1518527
Link To Document :
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