电机尺寸的全局优化

E. Koskimaki, J. Goos
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引用次数: 4

摘要

采用遗传算法和模拟退火方法对同步电机尺寸进行全局优化。通过尺寸优化,可以代替设计工程师在自动化报价计算系统中的启发式优化过程,或者替代设计工程师进行设计工作。优化的作用是改变设计工具的部分设计参数。利用了启发式设计知识和机器规格知识。此外,在优化过程中也可以考虑到生产工具。优化目标用模糊公差来描述。本文对实验进行了说明,并对不同参数和编码技术下优化算法的有效性进行了研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Electric machine dimensioning by global optimization
Global optimization as a genetic algorithm and simulated annealing are proposed for synchronous machine dimensioning. By using the optimization in dimensioning, it is possible to replace the heuristic optimization process of a design engineer in an automated offer calculation system or alternatively to help the engineer in design work. The role of the optimization is to vary a part of the design parameters of a design tool. Heuristic design knowledge and knowledge of the specifications of the machines are utilized. Also, the production tools can be taken into account in the optimization process. The objectives of optimization are described by fuzzy tolerances. In this paper the descriptions of the experiments are explained and the effectiveness of optimization algorithms with different parameters and encoding techniques are studied.
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