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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Main Authors: Sifeddine Abdi, Noureddine Harid, Leila Safiddine, Ahmed Boubakeur, Abderrahmane (Manu) Haddad
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/8/2089
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spelling 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
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