Surrogate Model Based on POD-Kriging for Fast Analysis of Electrical Devices
2023 IEEE 6th International Electrical and Energy Conference (CIEEC)(2023)
摘要
The Finite Element (FE) analysis is widely employed to analyze electrical devices due to its remarkable accuracy. However, it can prove to be time-consuming, especially for multi-physics simulations. To overcome this challenge, a combination of proper orthogonal decomposition (POD) and Kriging interpolation is utilized to create a surrogate model, which can provide quick approximations of FE solutions. In this study, the POD-Kriging approach is implemented to examine the steady current-heat conduction transient problem in a dry-type transformer.
更多查看译文
关键词
multi-physics simulation,surrogate model,POD,Kriging interpolation,dry type transformer
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要