Analysis of Life Cycle Characteristics of Power Transformer Based on Linear Regression

2018 International Conference on Advanced Technologies in Energy, Environmental and Electrical Engineering

能源学;生态环境科学;无线电电子学

Wu-Liang, Dong^1

State Grid Henan Electric Power Corporation Maintenance Company, Henan Province, Zhengzhou, China^1

关键词: Absorption ratio;    Hydrocarbon content;    Hypothesis testing;    Insulation performance;    Life cycle characteristics;    Production operations;    Solid insulation;    Transformer life;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/223/1/012029/pdf
DOI  :  10.1088/1755-1315/223/1/012029

学科分类：环境科学（综合）

来源: IOP

【 摘 要 】

How to determine the insulation status of transformers reasonably which is very important for the life management of transformers. Electrical data, oil Chromatograph data and oil test data are important parameters for measuring the insulation state of transformer. In this paper, the relationship between electrical, chromatographic and oil test data and transformer operating years in production operation is analyzed by means of regression analysis and hypothesis testing. The results show that the relationship between the absorption ratio, oil breakdown voltage and hydrogen hydrocarbon content is very weak between the operation years of the transformer and the CO and CO2 gas content is strictly related to the operation years of the transformer. The former mainly reflects the insulation performance of transformer oil, and can effectively identify the integral fault of transformer, but it cannot effectively reflect the residual life of transformer by the influence of filter oil and oil transfer. The latter reflects the state of transformer solid insulation and is an old characteristic of transformer life prediction. An example verifies the validity of the above conclusion.