The Multi-Objective Robust Optimization Design of Ultra-High Efficiency Induction Machine
The Multi-Objective Robust Optimization Design of Ultra-High Efficiency Induction Machine
复制标题
超高效率感应电机多目标鲁棒优化设计
DOI：
10.1002/tee.23509
复制
发表时间：
2022
影响因子：
1
通讯作者：
Wang Jinyu
中科院分区：
文献类型：
--
作者：
Liu Liwen;Li Hongmei;Yu Tian;Wang Jiabing;Wang Jinyu
The induction machine (IM) has advantages of simple structure, low cost, reliable operation, and convenient maintenance, and the application of ultra-high efficiency IM could effectively improve the energy utilization rate and realize the emission reduction. Therefore, in this paper, the radial skewed rotor and the stator energy-saving winding are first designed to improve the efficiency of IM. Then the Taguchi method, differential evolution algorithm, sequential subspace multi-objective optimization, and 6 sigma evaluation criterion are integrated to realize the multi-objective robust optimization design (MOROD). In the proposed MOROD scheme, the combined surrogate model is also researched to reduce the calculation burden during the optimization process. Furthermore, the MOROD scheme is applied to the design of a 22 kW, four poles ultra-high efficiency IM to validate its effectiveness. (c) 2021 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.
