TY - JOUR
T1 - Efficiency Improvement of Overall PMSM-Inverter System Based on Artificial Bee Colony Algorithm under Full Power Range
AU - Ding, Xiaofeng
AU - Liu, Guanliang
AU - Du, Min
AU - Guo, Hong
AU - Duan, Chongwei
AU - Qian, Hao
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/7
Y1 - 2016/7
N2 - This paper investigates both the fundamental and harmonic losses of permanent magnet synchronous motor (PMSM) in conjunction with inverter losses for a wide range of switching frequencies (SFs) and different direct-axis currents (Ids) under full power range. The effects of SFs and Ids on the total losses, including fundamental loss and harmonic loss in the windings and lamination core, conduction loss, and switching loss in IGBTs, are described through analytical models. Meanwhile, the loss models of the motor are modified and validated by the 2-D finite-element analysis. Furthermore, the efficiency improvement of the overall PMSM-inverter system for different operation conditions benefits from an artificial bee colony (ABC) algorithm proposed in this paper. The optimal SF and Id, in terms of PMSM-inverter overall efficiency, are preferred for every operation point, thanks to the proposed ABC and the precise calculation of losses. Experimental results validate the proposed methodology.
AB - This paper investigates both the fundamental and harmonic losses of permanent magnet synchronous motor (PMSM) in conjunction with inverter losses for a wide range of switching frequencies (SFs) and different direct-axis currents (Ids) under full power range. The effects of SFs and Ids on the total losses, including fundamental loss and harmonic loss in the windings and lamination core, conduction loss, and switching loss in IGBTs, are described through analytical models. Meanwhile, the loss models of the motor are modified and validated by the 2-D finite-element analysis. Furthermore, the efficiency improvement of the overall PMSM-inverter system for different operation conditions benefits from an artificial bee colony (ABC) algorithm proposed in this paper. The optimal SF and Id, in terms of PMSM-inverter overall efficiency, are preferred for every operation point, thanks to the proposed ABC and the precise calculation of losses. Experimental results validate the proposed methodology.
KW - Artificial bee colony (ABC) algorithm
KW - different direct-axis currents (Ids)
KW - fundamental and harmonic losses
KW - inverter
KW - permanent magnet synchronous motor (PMSM)
KW - switching frequencies (SFs)
UR - https://www.scopus.com/pages/publications/84977117593
U2 - 10.1109/TMAG.2016.2526614
DO - 10.1109/TMAG.2016.2526614
M3 - 文章
AN - SCOPUS:84977117593
SN - 0018-9464
VL - 52
JO - IEEE Transactions on Magnetics
JF - IEEE Transactions on Magnetics
IS - 7
M1 - 7401054
ER -