基于引力搜索算法的垂直轴风力机永磁同步电机设计优化

V. Puri, Y. Chauhan, Nidhi Singh
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引用次数: 5

摘要

介绍了垂直轴风力发电机组中速发电机用永磁同步电机的设计。所设计的永磁同步电机作为内转子结构。本文将目标函数的优化作为PMSM的权重,这是所提出设计的一个重要方面,并比较了不同方法的性能指标,如引力搜索算法(GSA)及其与粒子群优化(PSO)的杂交。在MATLAB中编写了公式优化问题,并对采用GSA和GSA- pso的优化结果进行了详细比较。GSA-PSO在减轻重量、提高效率和最小调节的情况下提供了更好的结果。
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Design optimization of permanent magnet synchronous machine for vertical axis wind turbine using gravitational search algorithm
This paper presents the design of permanent magnet synchronous machine (PMSM) used as a generator at medium speed in vertical axis wind turbine. The designed PMSM is used as inner rotor configuration. This paper addresses optimization of objective function as weight of PMSM, which is a paramount aspect using proposed designs and compares their performance indices using different approaches such as gravitational search algorithm (GSA) and its hybridization with particle swarm optimization (PSO). The formulated optimization problem is programmed in MATLAB and results using GSA and GSA-PSO have been obtained and compared in detail. The GSA-PSO provides better results at reduced weight with increased efficiency and minimum regulation.
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