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Power Transformer’s Electrostatic Ring Optimization Based on ANSYS Parametric Design Language and Response Surface Methodology

机译:基于ANSYS参数设计语言和响应曲面方法的电力变压器的静电环优化

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摘要

In this paper, in view of the low efficiency of the traditional finite element method (FEM), which has been widely used in the insulation design of power transformers, the response surface methodology (RSM) is proposed to optimize the insulation structure of a power transformer electrostatic ring. Firstly, the power transformer model was built using the ANSYS parametric design language (APDL) to realize the automatic pre-processing of numerical calculation. Then with the objective of reducing the maximum electric field intensity, the Taguchi method was used to select the parameters that have a greater impact on the maximum electric field intensity, by which the subsequent optimization process could be effectively simplified. The test points were constructed by the central composite design (CCD) and a response surface model was established by the mutual calls of MATLAB and ANSYS. Finally, the variance analysis, diagnostic analysis, and significance test of regression were carried out to obtain the final response surface model. By comparing the result of RSM with that of FEM, we can find that the results obtained by the two methods are consistent and the maximum electric field strength is obviously reduced. The RSM is more systematic and convincing, which improves the optimization efficiency and provides a reliable and fast way for the optimization of power transformers.
机译:本文鉴于传统有限元方法(FEM)的低效率,该方法已被广泛用于电力变压器的绝缘设计,提出了响应面方法(RSM)以优化电力的绝缘结构变压器静电环。首先,使用ANSYS参数化设计语言(APDL)构建电力变压器模型来实现数值计算的自动预处理。然后与物镜减小最大电场强度的,使用Taguchi法以选择对的最大电场强度,通过该后续的优化过程,可以有效地简化了较大的影响的参数。测试点由中央复合设计(CCD)构成,并通过Matlab和Ansys的相互呼叫建立响应表面模型。最后,进行了回归的方差分析,诊断分析和显着性测试以获得最终响应表面模型。通过将RSM与FEM的结果进行比较,我们可以发现通过两种方法获得的结果是一致的,并且最大电场强度明显减少。 RSM更系统和令人信服,这提高了优化效率,并为优化电力变压器提供了可靠和快速的方法。

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