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Research Article | Open Access

Exploring the electrical properties of pressboard and kraft paper insulation in power transformers: A dielectric spectroscopy and principal component analysis approach

Souhaib Cherrak1Tahar Seghier1Ali Benghia2Felipe Araya Machuca3Augustin Mpanda Mabwe3Souraya Goumri-Said4( )
Laboratoire d'étude et de développement des Matériaux Semiconducteurs et diélectriques (LeDMaSD), Algeria
Laboratoire de Physique des Matériaux, University of Amar Telidji, Laghouat, BP 37G, Laghouat 03000, Algeria
Laboratoire SYMADE, Institut Polytechnique UniLaSalle Amiens, 14 Quai de la Somme, 80082 Amiens, France
Department of Physics, College of Science and General studies, Alfaisal University, P.O. Box 5092, Riyadh 11533, Saudi Arabia
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Abstract

We explored the aging effects on insulating materials used in power transformers through dielectric spectroscopy. Frequency domain spectroscopy (FDS) was conducted for both aged and new Kraft paper and pressboard samples to determine their dielectric properties across a temperature range of 40–100 ℃ for pressboard and 40–70 ℃ for Kraft paper. Principal component analysis (PCA) was employed to classify the data, identify key factors contributing to variance, and elucidate the relationships between different parameters. The analysis revealed positive correlations between conductivity and frequency, as well as between permittivity and tan delta, with distinct differences in behavior observed between aged and new samples at lower frequencies. Additionally, the impact of temperature was evident, with increased temperature leading to an upward shift in dielectric behavior. At lower temperatures, aging had a reduced effect on the materials' properties. These findings provide significant insights into the dielectric behavior and aging mechanisms of insulation materials in power transformers.

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AIMS Environmental Science
Pages 831-846

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Cite this article:
Cherrak S, Seghier T, Benghia A, et al. Exploring the electrical properties of pressboard and kraft paper insulation in power transformers: A dielectric spectroscopy and principal component analysis approach. AIMS Environmental Science, 2024, 11(5): 831-846. https://doi.org/10.3934/environsci.2024041

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Received: 21 June 2024
Revised: 02 September 2024
Accepted: 18 September 2024
Published: 15 October 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)