Optimization design of special induction motors using improved intelligent simulated annealing algorithm

Sun Jianzhong, Bai Fengxian, Tang Renyuan
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引用次数: 4

Abstract

Improvements on an intelligent simulated annealing (ISA) algorithm for the optimal design of electromagnetic devices is investigated in this paper. By using a fuzzy inference method, the ISA can not only reject infeasible design schemes before design calculation, but can also circumscribe the whereabouts of the global optimum and automatically narrow the search scope. In case of making improper decisions in ISA searching, a criterion of recognizing error judgment is developed. The algorithm is applied to the optimal design of induction motors used in electric locomotives, and satisfactory results are achieved.
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基于改进智能模拟退火算法的特种感应电机优化设计
本文研究了一种用于电磁器件优化设计的智能模拟退火算法的改进。该算法采用模糊推理方法,不仅可以在设计计算前排除不可行的设计方案,而且可以限定全局最优的位置,自动缩小搜索范围。针对ISA搜索过程中决策不当的情况,提出了一种识别错误判断的准则。将该算法应用于电力机车用感应电动机的优化设计,取得了满意的结果。
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