Abstract：Aiming at the problems of the immense data processing and large design error about the traditional motor design method, an optimal design method for the new-type torque motor is proposed. In this method, APDL language is used to perform parameterized modeling and finite element analysis of the new-type torque motor. Matlab is used to realize data transmission with ANSYS software. The objective curve of angle-torque is decomposed into multiple objective functions according to the squared deviations. A multi-objective optimization model of the new-type torque motor is established based on aggregate function. Through analyzing the weight of each objective function and the difficult degree of the curve fitting, the mechanism of weight variation is determined. Combined with the immune clonal selection algorithm (ICSA), variable weight immune clonal selection algorithm (VW-ICSA) is proposed. Then, VW-ICSA is used to identify the proposed model and its parameters. The simulation and experimental results show that the optimization results are more suitable for the design requirements, and the workload of manual data processing is greatly reduced.
李勇, 赵新华, 安跃军, 任明旭. 基于变权重免疫克隆选择算法的新型力矩电机多目标优化设计[J]. 电工技术学报, 2016, 31(4): 43-50.
Li Yong, Zhao Xinhua, An Yuejun, Ren Mingxu. Multi-Objective Optimal Design of New-Type Torque Motor Based on Variable Weight Immune Colonial Selection Algorithm. Transactions of China Electrotechnical Society, 2016, 31(4): 43-50.
[1] 王行仁. 飞行实时仿真系统及技术[M]. 北京: 北京航空航天大学出版, 1998. [2] 卢颖, 王勇亮, 孙方义. 电磁式操纵负荷系统的设计与实现[J]. 现代电子技术, 2011, 34(11): 161-163. Lu Ying, Wang Yongliang, Sun Fangyi. Design and implementation of electromagnetic control loading system[J]. Modern Electronics Technique, 2011, 34(11): 161-163. [3] 李永祥, 林莘, 徐建源. 高压断路器有限转角永磁电机操动机构两种定子结构[J]. 电工技术学报, 2010, 25(5): 61-68. Li Yongxiang, Lin Xin, Xu Jianyuan. Two stator structures of limited angle permanent magnet motors for operating mechanism on high voltage circuit breaker[J]. Transactions of China Electrotechnical Society, 2010, 25(5): 61-68. [4] 彭兵, 王成元, 夏加宽, 等. 磁动势法五相永磁力矩电机转矩分析[J]. 中国电机工程学报, 2012, 32(21): 105-111. Peng Bing, Wang Chengyuan, Xia Jiakuan, et al. Torque analysis of five-phase permanent magnet torque motors based on magnetic motive force[J]. Proceedings of the CSEE, 2012, 32(21): 105-111. [5] 李立毅, 唐勇斌, 刘家曦, 等. 多种群遗传算法在无铁心永磁直线同步电机优化设计中的应用[J]. 中国电机工程学报, 2013, 33(15): 69-77. Li Liyi, Tang Yongbin, Liu Jiaxi, et al. Application of the multiple population genetic algorithmin optimum design of air-core permanent magnet linear synchronous motors[J]. Proceedings of the CSEE, 2013, 33(15): 69-77. [6] 刘慧娟, 傅为农. 一种参数化网格剖分方法及其在电机优化设计中的应用[J]. 中国电机工程学报, 2013, 32(21): 125-130. Liu Huijuan, Fu Weinong. A parameterized mesh generation and refinement method for finite element magnetic field computation and its application in optimal design of electric motors[J]. Proceedings of the CSEE, 2013, 32(21): 125-130. [7] 崔皆凡, 刘娜. 有限元结合并行梯度遗传算法及其应用[J]. 组合机床与自动化加工技术, 2012(5): 17-20. Cui Jiefan, Liu Na. The finite element combined with parallel gradient genetic algorithm and its appli- cation[J]. Modular Machine Tool & Automatic Manufacturing Technique, 2012(5): 17-20. [8] 孟大伟, 张羽, 赵成. 粒子群算法在电机优化设计中的应用[J]. 防爆电机, 2011, 46(5): 1-4. Meng Dawei, Zhang Yu, Zhao Cheng. Application of particle swarm algorithm to motor optimization design[J]. Explosion-Proof Electric Machchine, 2011, 46(5): 1-4. [9] 崔鹏, 张锟, 李杰. 基于许-克变换的悬浮电磁铁力与转矩解析计算[J]. 中国电机工程学报, 2010, 30(24): 129-133. Cui Peng, Zhang Kun, Li Jie. Calculation of electro- magnetic force and torque of suspension electro- magnet based on Schwarz-Christoffel transform[J]. Proceedings of the CSEE, 2010, 30(24): 129-133. [10] 信建国, 夏长亮, 李洪凤, 等. 基于解析模型的永磁球形电机永磁体优化设计[J].电工技术学报, 2013, 28(7): 87-95. Xin Jianguo, Xia Changliang, Li Hongfeng, et al. Optimization design of permanent magnet array forspherical motor based on analytical model[J]. Transactions of China Electrotechnical Society, 2013, 28(7): 87-95. [11] 王群京, 李争, 夏鲲, 等. 新型永磁球形步进电动机结构参数及转矩特性的计算与分析[J]. 中国电机工程学报, 2006, 26(10): 158-165. Wang Qunjing, Li Zheng, Xia Kun, et al. Calculation and analysison configuration parameters and torque characteristies of a novel spherical steppermotor[J]. Proceedings of the CSEE, 2006, 26(10): 158-165. [12] 李勇, 刘建昌, 王昱. 改进权重自适应GA及冷轧轧制规程多目标优化[J]. 控制理论与应用, 2009, 26(6): 687-693. Li Yong, Liu Jianchang, Wang Yu. An improved adaptive weight approach GA for optimizing multi- objective rolling schedules in a tandem cold rolling[J]. Control Theory & Applications, 2009, 26(6): 687-693. [13] 刘磊, 安斯光, Lu Junwei, 等. 高维多目标电磁场逆问题计算的改进多重单目标 Pareto 采样算法[J].电工技术学报, 2013, 28(6): 9-15. Liu Lei, An Siguang, Lu Junwei, et al. An improved multiple single objective pareto sampling algorithm applied to many-objective inverse problems[J]. Transactions of China Electrotechnical Society, 2013, 28(6): 9-15.
2016, Vol. 31 
