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Multi-Objective Rapid Design of a Magnetically Levitated Transverse Flux Permanent Magnet Linear Synchronous Motor

机译:磁悬浮横向磁通永磁直线同步电动机的多目标快速设计

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In this paper, a systematic multi-objective optimal design of a novel six DOF compact high thrust magnetically levitated transverse flux permanent magnet linear synchronous motor is investigated. Being a transverse flux in nature, analytical field equations or computationally cheap 2D models are conventionally not available which demands the use of expensive 3D finite element analysis. Furthermore, multiple objectives such as thrust, lateral and normal stiffness' as well as high number of design parameters makes optimal design a time intensive task. In the presented rapid optimal design approach, a computationally cheap but accurate surrogate model is generated using corrective response surface method by smart combination of a high fidelity 3D model and a low fidelity 2D equivalent reluctance model. Finally, a pareto front is generated using multiobjective genetic algorithm, from which desired performance design parameters are selected. The practicability and generality of the design approach is verified by a three objectives - seven design parameters case study.
机译:本文研究了新型六自由度紧凑型高推力磁悬浮横向磁通永磁直线同步电动机的系统多目标优化设计。由于本质上是横向通量,因此通常无法获得解析场方程或计算上便宜的2D模型,这需要使用昂贵的3D有限元分析。此外,多个目标(例如推力,横向和法向刚度)以及大量设计参数使优化设计成为一项耗时的任务。在提出的快速最优设计方法中,通过高保真3D模型和低保真2D等效磁阻模型的智能组合,使用校正响应面方法生成了计算上便宜但准确的替代模型。最后,使用多目标遗传算法生成pareto front,从中选择所需的性能设计参数。通过三个目标-七个设计参数案例研究,验证了该设计方法的实用性和通用性。

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