The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach
An experimental investigation is conducted to measure and correlate the impact of the water content on the electrical characteristics of the mineral oil for transformers, particularly the breakdown voltage, the resistivity, and the dielectric dissipation factor. Regression method is carried out to c...
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doaj-a28150ead5534517b32c9433072adcf62021-04-09T23:01:35ZengMDPI AGEnergies1996-10732021-04-01142089208910.3390/en14082089The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression ApproachSifeddine Abdi0Noureddine Harid1Leila Safiddine2Ahmed Boubakeur3Abderrahmane (Manu) Haddad4LREA, Department of Electrical Engineering, Faculty of Technology, Medea University, Medea 26000, AlgeriaAPEC Centre, Department of Electrical and Computer Engineering, Khalifa University, Abu Dhabi 127788, United Arab EmiratesDielectric Oil Laboratory, SADEG SPA, SONELGAZ, Blida 09100, AlgeriaLRE, Department of Electrical Engineering, Ecole Nationale Polytechnique, Algiers 16200, AlgeriaAdvanced High Voltage Engineering Research Centre, School of Engineering, Cardiff University, The Parade, Cardiff CF24 3AA, UKAn experimental investigation is conducted to measure and correlate the impact of the water content on the electrical characteristics of the mineral oil for transformers, particularly the breakdown voltage, the resistivity, and the dielectric dissipation factor. Regression method is carried out to compare the results obtained through laboratory experiments with those predicted using an analytical model. A treatment to reduce water content in oil involving filtration, degassing and dehydration using a SESCO mobile station was applied to the new, regenerated, and used oil samples in service. The breakdown voltage, the resistivity, and the dielectric dissipation factor of the samples were measured. Regression analysis using an exponential model was applied to examine the samples electrical properties. The results show that, after treatment, the breakdown voltage and resistivity increase as the water content decreases, unlike the dielectric dissipation factor which exhibits a decreasing trend. This trend is found to be similar for the three oil samples: new, regenerated, and used. The results of the regression analysis give close agreement with the experimental results for all the samples and all studied characteristics. The model shows strong correlation with high coefficients (>90%).https://www.mdpi.com/1996-1073/14/8/2089transformer oilelectrical propertieswater contentphysical treatmentcorrelationregression approach |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sifeddine Abdi Noureddine Harid Leila Safiddine Ahmed Boubakeur Abderrahmane (Manu) Haddad |
spellingShingle |
Sifeddine Abdi Noureddine Harid Leila Safiddine Ahmed Boubakeur Abderrahmane (Manu) Haddad The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach Energies transformer oil electrical properties water content physical treatment correlation regression approach |
author_facet |
Sifeddine Abdi Noureddine Harid Leila Safiddine Ahmed Boubakeur Abderrahmane (Manu) Haddad |
author_sort |
Sifeddine Abdi |
title |
The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach |
title_short |
The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach |
title_full |
The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach |
title_fullStr |
The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach |
title_full_unstemmed |
The Correlation of Transformer Oil Electrical Properties with Water Content Using a Regression Approach |
title_sort |
correlation of transformer oil electrical properties with water content using a regression approach |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2021-04-01 |
description |
An experimental investigation is conducted to measure and correlate the impact of the water content on the electrical characteristics of the mineral oil for transformers, particularly the breakdown voltage, the resistivity, and the dielectric dissipation factor. Regression method is carried out to compare the results obtained through laboratory experiments with those predicted using an analytical model. A treatment to reduce water content in oil involving filtration, degassing and dehydration using a SESCO mobile station was applied to the new, regenerated, and used oil samples in service. The breakdown voltage, the resistivity, and the dielectric dissipation factor of the samples were measured. Regression analysis using an exponential model was applied to examine the samples electrical properties. The results show that, after treatment, the breakdown voltage and resistivity increase as the water content decreases, unlike the dielectric dissipation factor which exhibits a decreasing trend. This trend is found to be similar for the three oil samples: new, regenerated, and used. The results of the regression analysis give close agreement with the experimental results for all the samples and all studied characteristics. The model shows strong correlation with high coefficients (>90%). |
topic |
transformer oil electrical properties water content physical treatment correlation regression approach |
url |
https://www.mdpi.com/1996-1073/14/8/2089 |
work_keys_str_mv |
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