The Application of Artificial Neural Network in the Transformer Oil Chromatographic Test

机译：人工神经网络在变压器油色谱试验中的应用

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Power transformer is the core equipment in power system. Power transformer can be regarded as the structure of several nonlinear dynamic systems. In the fault diagnosis of transformer, there are still many shortcomings in the traditional experimental analysis methods. Artificial neural network technology, because of its irreplaceable advantages, is applied in transformer fault diagnosis field. In this paper, the principle and technical characteristics of artificial neural network and the process of establishing the sample library are introduced. The application of artificial neural network in the fault diagnosis of transformer is also illustrated.

机译：电力变压器是电力系统中的核心设备。电力变压器可以被视为几种非线性动态系统的结构。在变压器的故障诊断中，传统的实验分析方法中仍存在许多缺点。人工神经网络技术，由于其不可替代的优势，适用于变压器故障诊断领域。本文介绍了人工神经网络的原理和技术特征及建立样品文库的过程。还说明了人工神经网络在变压器故障诊断中的应用。

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《International Conference on Machinery, Materials and Computing Technology》|2017年|841-1671p|共7页
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Wang Qinghao; Li Weijun; Pang Yanjun; Liu Bo; Wang Yi; Liu Zhitong; Liu Peng; Liu Xiao; He Lishuai; Tao Shuyi;
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中图分类 TH-53;
关键词
Oil chromatogram; Artificial neural network; Fault diagnosis; Sample library; Transformer;

机译：油色谱图;人工神经网络;故障诊断;样品库;变压器;

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机译：第4部分：人工神经网络在环境工程和科学其他领域的应用/第4部分：人工神经网络在工程和环境科学其他领域的应用-油砂提取过程的人工神经网络建模
2. Prediction of insulating transformer oils breakdown voltage considering barrier effect based on artificial neural networks [J] . Ghoneim Sherif S. M., Dessouky Sobhy S., Elfaraskoury Adel A., Electrical engineering . 2018,第4期

机译：基于人工神经网络的阻挡效应，预测绝缘变压器油击穿电压
3. Fault diagnosis of power transformers: application of fuzzy set theory, expert systems and artificial neural networks [J] . Xu W., Wang D. IEE Proceedings. Part A . 1997,第1期

机译：电力变压器故障诊断：模糊集理论，专家系统和人工神经网络的应用
4. The Application of Artificial Neural Network in the Transformer Oil Chromatographic Test [C] . Wang Qinghao, Li Weijun, Pang Yanjun, International Conference on Machinery, Materials and Computing Technology . 2017

机译：人工神经网络在变压器油色谱试验中的应用
5. Knowledge extraction from artificial neural networks: Application to transformer incipient fault diagnosis. [D] . Castro, Adriana Rosa Garcez. 2004

机译：人工神经网络中的知识提取：在变压器早期故障诊断中的应用。
6. Mapping Oil Spills from Dual-Polarized SAR Images Using an Artificial Neural Network: Application to Oil Spill in the Kerch Strait in November 2007 [O] . Daeseong Kim, Hyung-Sup Jung 2018

机译：使用人工神经网络绘制双极化SAR图像中的溢油图：2007年11月在刻赤海峡溢油中的应用
7. The Application of Artificial Neural Network in the Transformer Oil Chromatographic Test [O] . Qinghao Wang, Weijun Li, Yanjun Pang, 2017

机译：人工神经网络在变压器油色谱试验中的应用

The Application of Artificial Neural Network in the Transformer Oil Chromatographic Test

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