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Cogging torque reduction of permanent magnet synchronous motor using multi-objective optimization

机译:基于多目标优化的永磁同步电机齿槽转矩降低

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Cogging torque is an important issue in design of permanent magnet motors, especially in certain high accuracy applications. Most of the methods utilized for cogging torque reduction lead to motor structure complexity, increasing manufacturing cost and also influencing the output torque. This research tries to find an optimal solution set of the PMSM with the aim of reducing the cogging torque while the output torque is not affected. For this purpose, multi-objective optimization is a proper and reliable approach which can provide the solution set involving conflicting functions simultaneously. Multi-objective optimization determines the logical range of cogging torque reduction with respect to the output torque. In this paper, the Non-dominated Sorting Genetic Algorithm-II (NSGA-II), which is a powerful and well-known multi-objective optimization method, is applied to find the optimal design of a surface-mounted Permanent Magnet Synchronous Motor (PMSM). Simulation results show efficacy of the NSGA-II. In the suggested design solutions that are selected from the Pareto-optimal set, cogging torque is reduced considerably while the output torque has experienced a slight decrease with respect to the nominal value. At last, time-stepping Finite-element Analysis (FEA) is used to validate the multi-objective optimization.
机译:齿槽转矩是永磁电动机设计中的重要问题,尤其是在某些高精度应用中。用于减小齿槽转矩的大多数方法导致电动机结构复杂,增加了制造成本,并且还影响了输出转矩。本研究试图找到一种永磁同步电机的最佳解决方案,其目的是在不影响输出转矩的同时降低齿槽转矩。为此,多目标优化是一种适当且可靠的方法,可以同时提供涉及冲突功能的解决方案集。多目标优化确定相对于输出转矩的齿槽转矩减小的逻辑范围。本文使用一种功能强大且广为人知的多目标优化方法-非支配排序遗传算法-II(NSGA-II)来找到表面安装永磁同步电动机( PMSM)。仿真结果显示了NSGA-II的功效。在从帕累托最优设置中选择的建议设计解决方案中,齿槽转矩大大降低,而输出转矩相对于标称值却略有下降。最后,采用时步有限元分析(FEA)验证了多目标优化。

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