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A Parameterized Mesh Technique for Finite Element Magnetic Field Computation and Its Application to Optimal Designs of Electromagnetic Devices

机译:有限元磁场计算的参数化网格技术及其在电磁装置优化设计中的应用

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摘要

A parameterized mesh generation is presented for design optimization of electromagnetic devices. The proposed method requires no mesh regeneration, and hence the numerical simulation time can be reduced significantly. When the coordinates of nodes in the refined mesh are changed, the mesh topology will be kept, that is, the node connection relationship will remain the same as before. Thus the nodal solutions can be carried over from previous FEM results to subsequent FEM computation without the need of mapping the nodes between two meshes. Additionally, the mesh quality can remain high using a swapping diagonal technique. Based on the sample points obtained from FEM with parameterized mesh, the optimal model is reconstructed using the response surface methodology (RSM). The particle swarm optimization (PSO) method is then used to arrive at the optimal solution swiftly and efficiently. An optimal design of electromagnetic device is reported to verify the efficiency and effectiveness of the proposed method.
机译:提出了用于电磁设备设计优化的参数化网格生成。所提出的方法不需要网格再生,因此可以大大减少数值模拟时间。更改精制网格中节点的坐标后,将保留网格拓扑,即,节点连接关系将保持与以前相同。因此,节点解可以从先前的FEM结果转移到后续的FEM计算中,而无需在两个网格之间映射节点。另外,使用交换对角线技术可以保持较高的网格质量。基于从带有参数化网格的FEM获得的采样点,使用响应面方法(RSM)重建最佳模型。然后使用粒子群优化(PSO)方法快速高效地获得最佳解决方案。报道了电磁装置的优化设计,以验证所提方法的有效性和有效性。

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