Optimal Design of Transformer Electrostatic Ring Insulation Based on Response Surface Method

被引:0
作者
Liu G. [1 ]
Liu X. [1 ]
Liu Y. [1 ]
Li L. [2 ]
Sun Y. [3 ]
Lei Y. [4 ]
机构
[1] Hebei Provincial Key Laboratory of Power Transmission Equipment Security Defense, North China Electric Power University, Baoding
[2] Department of Electric Power Engineering, North China Electric Power University, Baoding
[3] Shandong Power Equipment Co., Ltd., Jinan
[4] Electric Power Research Institute, China Southern Power Grid, Guangzhou
来源
Gaodianya Jishu/High Voltage Engineering | 2022年 / 48卷 / 10期
关键词
APDL; insulation margin; response surface method; structural optimization; transformer;
D O I
10.13336/j.1003-6520.hve.20211219
中图分类号
学科分类号
摘要
Insulation margin is one of the important indexes in transformer design, and the appropriate value of insulation margin can ensure that the main insulation problem will not occur in the operation of transformer. In this paper, the insulation margin is taken as the optimization objective. Firstly, the ANSYS parametric design language (APDL) is used to complete the modeling of a transformer, and the insulation margin coefficient of the transformer is obtained by using the global scanning method. Then, the central composite design(CCD) method is adopted to carry out the tests and the response surface function of the insulation margin coefficient and its related variables is constructed by using the response surface method. Finally, the optimal solution of the function under the coordination of various variables is obtained by using the mathematical programming method. The insulation margin after optimization is 16.53% higher than that before optimization. In order to verify the effectiveness of the response surface method, a genetic algorithm is used to optimize the insulation structure. The results verify the effectiveness of the response surface method. At the same time, compared with the global optimization method, the response surface method improves the optimization efficiency while ensuring the accuracy. This method can provide reference for transformer insulation design. © 2022 Science Press. All rights reserved.
引用
收藏
页码:4163 / 4171
页数:8
相关论文
共 25 条
[1]  
ZHOU Kai, LI Mingzhi, RAO Xianjie, Et al., Analysis of low-frequency dielectric loss characteristics of oil-paper insulation based on polarization and depolarization current method, High Voltage Engineering, 46, 8, pp. 2830-2838, (2020)
[2]  
GAO Meng, ZHANG Qiaogen, DING Yuqin, Et al., Moisture diffusion characteristics in turn-to-turn paper insulation of oil-impregnated transformers, High Voltage Engineering, 45, 1, pp. 117-123, (2019)
[3]  
HUANG Meng, NIU Mingkang, LU Yuzhen, Et al., Resistance-capacitance equivalent model for broadband frequency dielectric response of insulation paper and polarization characteristics extraction of fiber, High Voltage Engineering, 47, 2, pp. 663-670, (2021)
[4]  
YU Rui, GAO Bo, HU Guangcai, Et al., Development of white mark on pressboard surface and change of discharge characteristic parameters in needle-plane model, High Voltage Engineering, 46, 1, pp. 240-249, (2020)
[5]  
ZHANG Guoqiang, The optimization of insulation structure and the automatic design of electromagnetic scheme of power transformer, pp. 10-13, (2000)
[6]  
ZHANG Guoqiang, CUI Xiang, WANG Zanji, Et al., The whole region scanning method for the main insulation design and reliability evaluation of power transformer, Journal of North China Electric Power University, 29, pp. 192-195, (2002)
[7]  
NIU Wenhao, ZHANG Guoqiang, LONG Shiyi, Et al., Development and application of automatic software for electric force lines plotting based on APDL, Transformer, 53, 3, pp. 10-15, (2016)
[8]  
CUI Xiang, ZHANG Guoqiang, Sensitivity analysis and automatic design of electromagnetic parameters in power apparatuses, Proceedings of the CSEE, 20, 11, pp. 17-20, (2000)
[9]  
LIU Yang, CUI Xiang, ZHANG Guoqiang, Et al., Automatic design of insulation structure based on sensitivity analysis, Journal of North China Electric Power University, 30, 1, pp. 14-17, (2003)
[10]  
ZHANG Liangxian, SHUAI Yuanming, CHEN Rong, Et al., Arrangement optimization of angle rings of UHV transformer winding based on PSO algorithm, High Voltage Apparatus, 54, 9, pp. 97-102, (2018)