Multiple Operating Points Based Optimization: Application to Fractional Slot Concentrated Winding Electric Motors

被引:26
作者
Pedrosa Silva, Rodrigo Cesar [1 ]
Rahman, Tanvir [1 ]
Mohammadi, Mohammad Hossain [1 ]
Lowther, David Alister [1 ]
机构
[1] McGill Univ, Dept Elect & Comp Engn, Computat Electromagnet Lab, Montreal, PQ H3A 0E9, Canada
关键词
Evolutionary computation; finite-element analysis (FEA); optimization; permanent magnet machines; DESIGN OPTIMIZATION; PM MACHINES; MOEA/D;
D O I
10.1109/TIE.2017.2756586
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A general strategy for the multiobjective optimization of electric machines with respect to multiple operating conditions is proposed and applied to two 10-pole 12-slot fractional slot concentrated winding (FSCW) machines. To define an optimization problem, including the effects of multiple operating points, both sensitivity analysis and conflict analysis of the design objectives were incorporated into the proposed strategy. An objective-reduction algorithm was applied in order to make the optimization process affordable under a limited computational budget. The effects of incorporating multiple operating points on the optimization of 10-pole 12-slot FSCWs are presented. The proposed methodology can be applied to solve motor optimization problems with a high number of objectives, in general.
引用
收藏
页码:1719 / 1727
页数:9
相关论文
共 25 条
[1]  
[Anonymous], 2008, GLOBAL SENSITIVITY A
[2]  
[Anonymous], 2017, MAGNET MOTORSOLVE BL
[3]   A Review of Recent Developments in Electrical Machine Design Optimization Methods With a Permanent-Magnet Synchronous Motor Benchmark Study [J].
Duan, Yao ;
Ionel, Dan M. .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2013, 49 (03) :1268-1275
[4]  
El-Refaie A., 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD 2013). Proceedings, P24, DOI 10.1109/WEMDCD.2013.6525162
[5]   Optimal flux weakening in surface PM machines using fractional-slot concentrated windings [J].
El-Refaie, AM ;
Jahns, TM .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2005, 41 (03) :790-800
[6]   Fractional-Slot Concentrated-Windings Synchronous Permanent Magnet Machines: Opportunities and Challenges [J].
El-Refaie, Ayman M. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (01) :107-121
[7]   Large-Scale Design Optimization of PM Machines Over a Target Operating Cycle [J].
Fatemi, Alireza ;
Demerdash, Nabeel A. O. ;
Nehl, Thomas W. ;
Ionel, Dan M. .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2016, 52 (05) :3772-3782
[8]  
Freitas A.R., 2014, Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation, GECCO Comp'14, P1091
[9]  
Günther S, 2014, 2014 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS, ELECTRICAL DRIVES, AUTOMATION AND MOTION (SPEEDAM), P25, DOI 10.1109/SPEEDAM.2014.6872108
[10]  
Hendershot J.R., 2010, Design of Brushless Permanent-Magnet Machines, V3rd