可靠性(半导体)
正确性
扭矩
计算机科学
有限元法
维数(图论)
控制理论(社会学)
蒙特卡罗方法
汽车工程
工程类
功率(物理)
数学
物理
统计
控制(管理)
结构工程
量子力学
人工智能
纯数学
热力学
程序设计语言
作者
Yiguang Ma,Jiwei Cao,Liyi Li
出处
期刊:Energy Reports
[Elsevier BV]
日期:2023-06-01
卷期号:9: 1023-1031
被引量:4
标识
DOI:10.1016/j.egyr.2023.05.040
摘要
Due to the characteristics of high-altitude solar airplanes, the permanent magnet synchronous motors (PMSMs) require not only high torque density, but also high reliability. The balance of quality, reliability, and performance in a design proposal is particularly important. In this paper, a robust mechanical–electrical integrated optimization method for PMSMs based on 6σ theory is proposed. According to the fatigue characteristics of materials under the propeller working conditions and the uncertainty factors caused by the actual machining dimension tolerance, the electromagnetic dimension, mechanical dimension and reliability of the PMSM are connected. And a robust optimization model for the reliability and performance of the PMSMs is established. The Monte Carlo method and finite element simulation method are used to verify the correctness of the established optimization model. According to the comparison between the deterministic optimization method and the proposed optimization model, this method can significantly improve the output performance and reliability of the PMSMs.
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