Electrothermal Coupling Methodologies and Their Influence on the Optimization of Aircraft Electric Motors

IF 2.1 3区 工程技术 Q2 ENGINEERING, AEROSPACE
AIAA Journal Pub Date : 2024-05-14 DOI:10.2514/1.j063627
Tucker Babcock, Bryan McKeever, Jason E. Hicken
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引用次数: 0

Abstract

This work presents a fully coupled electrothermal motor analysis and optimization framework, where the motor’s electromagnetic performance depends on its temperature distribution, and the temperature distribution simultaneously depends on its electromagnetic performance. Notably, we analytically compute derivatives through this nonlinear, multidisciplinary analysis using coupled adjoints, which enables the exploration of high-dimensional design spaces. We demonstrate the framework on a series of optimization problems that investigate the effect of feedback coupling and serve to highlight the framework’s utility and flexibility. Furthermore, our results indicate that modeling the motor’s electrothermal coupling is critical to accurate performance prediction. We show that designs optimized using a feedforward-coupled model are found to be either infeasible or nonoptimal under the fully coupled feedback analysis; both conditions are unacceptable for aircraft applications, in which performance is critical.

电热耦合方法及其对飞机电机优化的影响
本研究提出了一个完全耦合的电热电机分析和优化框架,其中电机的电磁性能取决于其温度分布,而温度分布同时取决于其电磁性能。值得注意的是,我们通过这种非线性、多学科分析,利用耦合邻接法分析计算导数,从而能够探索高维设计空间。我们在一系列研究反馈耦合效应的优化问题上演示了这一框架,以突出该框架的实用性和灵活性。此外,我们的研究结果表明,电机的电热耦合建模对于准确的性能预测至关重要。我们发现,使用前馈耦合模型进行优化的设计在完全耦合反馈分析中要么不可行,要么不是最佳设计;对于性能至关重要的飞机应用来说,这两种情况都是不可接受的。
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来源期刊
AIAA Journal
AIAA Journal 工程技术-工程:宇航
CiteScore
5.60
自引率
12.00%
发文量
458
审稿时长
4.6 months
期刊介绍: This Journal is devoted to the advancement of the science and technology of astronautics and aeronautics through the dissemination of original archival research papers disclosing new theoretical developments and/or experimental results. The topics include aeroacoustics, aerodynamics, combustion, fundamentals of propulsion, fluid mechanics and reacting flows, fundamental aspects of the aerospace environment, hydrodynamics, lasers and associated phenomena, plasmas, research instrumentation and facilities, structural mechanics and materials, optimization, and thermomechanics and thermochemistry. Papers also are sought which review in an intensive manner the results of recent research developments on any of the topics listed above.
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