首页|基于有限元法的分布电容统计数据驱动模型

基于有限元法的分布电容统计数据驱动模型

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小型化和轻量化作为高频变压器的必然发展趋势,可以显著提升其工作频率、功率密度等性能.为了探究分布电容对变压器性能的影响,本研究综合考虑了绕组结构和材料介电特性等因素.基于典型的正交和正交循环2种绕组排布方式,分析了绕组线径、绝缘厚度、材料相对介电常数等参数在较宽取值范围内匝间分布电容的变化规律.基于参数化有限元仿真结果,利用回归分析法建立了统计数据驱动模型.通过理论推导以及仿真计算分析了绕组连接方式对分布电容的影响.针对不同结构的高频绕组搭建了频率响应特性实验装置,验证了模型准确性.
Distributed capacitance statistical data-driven model based on finite element method
Miniaturization and lightweight as the inevitable development trend of high-frequency transformers can sig-nificantly improve its operating frequency,power density and other properties.In order to investigate the influence of dis-tributed capacitance on transformer performance,factors such as winding structure and material dielectric properties are considered.Based on typical orthogonal and orthocyclic winding arrangements,the variation law of inter turn distributed capacitance of parameters such as winding wire diameter,insulation thickness,and material relative dielectric constant over a wide range of values is analyzed.Based on the parametric finite element simulation results,a statistical data driv-en model was established by using regression analysis.The influence of winding connection mode on distributed capaci-tance is analyzed through theoretical derivation and simulation.An experimental device of frequency response character-istics has been built for high-frequency windings with different structures to verify the accuracy of the model.

electrostatic field analysishigh frequency transformerdistributed capacitancefinite element methodda-ta-driven

赵志刚、卢子奇

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省部共建电工装备可靠性与智能化国家重点实验室,天津 300401

河北省电磁场与电器可靠性重点实验室,天津 300401

河北工业大学 电气工程学院,天津 300401

静电场分析 高频变压器 分布电容 有限元法 数据驱动

2024

河北工业大学学报
河北工业大学

河北工业大学学报

CSTPCD
影响因子:0.344
ISSN:1007-2373
年,卷(期):2024.53(6)