基于Salp群算法的10kw高速发电机设计优化

Deniz Perin, Alper Akça, K. Yilmaz, A. D. Karaoglan
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引用次数: 0

摘要

本研究对10kw高速发电机的设计进行了优化。目的是优化高速发电机的设计参数,即极体宽度、极蹄高度、极蹄宽度的响应(极蹄磁通密度、极体磁通密度、转子轭磁通密度、效率、轴转矩、激励电流、激励电流密度)。实验设计和数学建模采用响应面中心设计。然后采用salp swarm算法(一种新发明的元启发式算法)进行优化。实验数据由ANSYS MAXWELL模拟得到。通过ANSYS MAXWELL进行了验证。结果表明,该方法对这类电机具有较好的优化效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design Optimization of 10 kW High Speed Generator by using Salp Swarm Algorithm
- The design of a 10 kW high-speed generator is optimized in this research. The objective is to optimize the design parameters of the high speed generator namely pole body width, pole shoe height, pole shoe width for the responses (pole shoe flux density, pole body flux density, rotor yoke flux density, efficiency, shaft torque, exciting current, exciting current density). Response surface face centered design is used for experimental design and mathematical modelling. Then salp swarm algorithm – which is a recently invented meta-heuristic algorithm – is used for performing the optimization. The experimental data is obtained from ANSYS MAXWELL simulations. The confirmations are also performed by ANSYS MAXWELL. The results show that the SSA is a good optimizer for these types of electric machines.
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