OPTIMIZATION WITH PARTICLE SWARM AND GENETIC ALGORITHM OF FLUX REVERSAL MACHINE

被引：0

作者：

Boulayoune, Ahcene ^{[1
]}

Guerroudj, Cherif ^{[1
]}

Saou, Rachid ^{[1
]}

Moreau, Luc ^{[2
]}

Zaim, Mohamed El-Hadi ^{[2
]}

机构：

[1] Univ Bejaia, Lab Genie Elect Bejaia, Bejaia 06000, Algeria

[2] IREENA, St Nazaire, France

来源：

REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE | 2017年 / 62卷 / 01期

关键词：

Flux reversal machine; Particle swarm optimization; Genetic algorithm; Optimization design; DESIGN;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

With the objective to identify optimization methods more suited to design unconventional electric machines, in this work we show the relevance of using a stochastic method newly proposed called particle swarm optimization (PSO), characterized by a constriction coefficient ensuring quick convergence. This method is applied to design and optimization of low speed flux reversal machine (FRM (50 rpm, 10 kW) dedicated to direct drive applications. The optimization results of this machine by PSO combined with the finite element method (FEM) are compared in terms of robustness, convergence and simplicity, to those obtained by genetic algorithm (GA) coupled with the FEM. Conclusion study are important in future development of PSO in design electrical machines.

引用

页码：19 / 24

页数：6

共 20 条

[1]

Alitouche K., 2007, INT AEG C EL MACH PO

[2]

Angeline P. J., 1998, P IEEE INT C EV COMP, V89

[3] Design of a three-phase flux reversal machine [J].

Boldea, I ;

Wang, CX ;

Nasar, SA .

ELECTRIC MACHINES AND POWER SYSTEMS, 1999, 27 (08) :849-863

[4] Low-speed flux-reversal machines: Pole-face versus inset PM stators [J].

Boldea, I ;

Zhang, JC ;

Nasar, SA .

ELECTRIC POWER COMPONENTS AND SYSTEMS, 2003, 31 (08) :805-816

[5] Theoretical characterization of flux reversal machine in low-speed servo drives - The pole-PM configuration [J].

Boldea, I ;

Zhang, JC ;

Nasar, SA .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2002, 38 (06) :1549-1557

[6] Characterization of Flux Reversal Machine (FRM) in low speed (direct) servo drives - the pole-PM configuration [J].

Boldea, I ;

Zhang, JC ;

Nasar, SA .

IEMDC 2001: IEEE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE, 2001, :664-671

[7] The particle swarm - Explosion, stability, and convergence in a multidimensional complex space [J].

Clerc, M ;

Kennedy, J .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) :58-73

[8]

Eberhart R., 2002, MHS95 P 6 INT S MICR, DOI [DOI 10.1109/MHS.1995.494215, 10.1109/MHS.1995.494215]

[9]

Guerroudj C., 2016, INT J HYDROGEN ENERG

[10] A study of the design for the flux reversal machine [J].

Kim, TH ;

Lee, J .

IEEE TRANSACTIONS ON MAGNETICS, 2004, 40 (04) :2053-2055

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