田口方法
扭矩
正交数组
转矩脉动
磁性齿轮
加权
实验设计
缩放比例
有限元法
工程类
控制理论(社会学)
机械工程
计算机科学
磁铁
直接转矩控制
数学
结构工程
物理
声学
统计
电气工程
电压
控制(管理)
几何学
人工智能
感应电动机
热力学
作者
Mahdi Abolghasemi,Aghil Ghaheri,Sadegh Mollaei Saghin,Seyyed Ebrahim Afjei
标识
DOI:10.1109/pedstc57673.2023.10087138
摘要
Torque and speed scaling has always been a challenging issue in industrial facilities. Nowadays, magnetic gears are becoming the proper alternative to their mechanical counterpart due to their inherent advantages. As magnetic gears are scaling the torque, their torque characteristics quality is considerably worthy. Thus, their structural design gains from a higher importance level compared with other electromagnetic devices to satisfy the desired requirements. Taguchi is a design of experiments method that reduces required experiments using orthogonal arrays. As 3D-FEA is time-consuming, reduction of essential experiments is beneficial. In this paper, an axial-flux magnetic gear torque profiles have been optimized utilizing the Taguchi method. In this regard, the number of experiments has been decreased 27 times. The optimum level and severity of each control factor have been measured by S/N ratios. Also, ANOVA statistical technique has been used to determine the participation percentage of each factor. Maximum applicable torque, average torque, and torque ripple have been analyzed separately. Eventually, multi-objective optimization using the weighting factors method was applied, and the obtained results have been analyzed by S/N ratios and ANOVA techniques.
科研通智能强力驱动
Strongly Powered by AbleSci AI