Synchronous reluctance machine geometry optimisation through a genetic algorithm based technique

被引:22
|
作者
Ruba, Mircea [1 ]
Jurca, Florin [1 ]
Czumbil, Levente [2 ]
Micu, Dan D. [2 ]
Martis, Claudia [1 ]
Polycarpou, Alexis [3 ]
Rizzo, Renato [4 ]
机构
[1] Tech Univ Cluj Napoca, Dept Elect Machines & Drives, Str George Baritiu 26-28, Cluj Napoca, Romania
[2] Tech Univ Cluj Napoca, Dept Electrotech & Measurements, Str George Baritiu 26-28, Cluj Napoca, Romania
[3] Federick Univ, Dept Elect Engn, CY-1036 Nicosia, Cyprus
[4] Univ Naples Federico II, Dept Elect Engn & Informat Technol, Via Claudio 21, I-80125 Naples, Italy
关键词
reluctance machines; genetic algorithms; electric vehicles; stators; rotors; synchronous reluctance machine geometry optimisation; genetic algorithm-based technique; design optimisation; light electric vehicles; torque ripple reduction; dedicated genetic algorithms; stator; Flux2D; finite element analysis software; Matlab; complex co-simulation; rotor architecture; machine performances; rotor skewing; torque loss; optimised rotor design; mean torque; inductance characteristics; optimisation process; TORQUE RIPPLE REDUCTION; SENSITIVITY-ANALYSIS; FLUX-BARRIER; DESIGN; MOTORS;
D O I
10.1049/iet-epa.2017.0455
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
In this study, the design optimisation of a synchronous reluctance machine for light electric vehicles is proposed, to increase efficiency and reduce torque ripples. The existing machine was structurally optimised, using dedicated genetic algorithms, replacing only the rotor and keeping the stator and it's winding untouched. Starting from the original design of the rotor implemented in Flux2D, a finite element analysis software, and the genetic algorithm optimisation implemented in Matlab, a complex co-simulation was accomplished to obtain a rotor architecture that increases the machine's performances and decreases the torque ripples. By this, performing rotor skewing is not needed any more, hence the torque loss due to it was cancelled. The optimised rotor design increases the machine performances by higher mean torque, no skewing, <8% torque ripples, higher efficiency and better inductance characteristics. Comparative results obtained both in simulations and experimental measurements prove positive outcomes of the optimisation process.
引用
收藏
页码:431 / 438
页数:8
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