Methods to estimate electric field stress ratios within water tree structures in polymeric cables

Water treeing is a phenomenon whereby the polymeric cable suffers serious degradation under combined stresses of electrical, thermal and chemical, thus shortening the lifespan of the cable. A high electrical field stress present at the tip of a water tree structure would degrade the surrounding heal...

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Main Authors: Sulaiman, S., Zainal Abidin, I.
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Published: 2018
Online Access:http://dspace.uniten.edu.my/jspui/handle/123456789/9225
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spelling my.uniten.dspace-92252020-09-10T04:09:30Z Methods to estimate electric field stress ratios within water tree structures in polymeric cables Sulaiman, S. Zainal Abidin, I. Water treeing is a phenomenon whereby the polymeric cable suffers serious degradation under combined stresses of electrical, thermal and chemical, thus shortening the lifespan of the cable. A high electrical field stress present at the tip of a water tree structure would degrade the surrounding healthy polymeric insulation, leading to electrical treeing and subsequent breakdown of the water tree affected polymeric cable. This paper aims at proposing methods to estimate the electric field stress ratios of water tree structures present in the insulation of water tree affected polymeric cables. The capacitances and lengths of water tree structures present the insulation were measured in water tree affected polymeric samples over a period. The measured data were then used in the proposed methodology to estimate the maximum electric field stress ratios present at the tips of the water tree structures, using electrostatic finite element software. A database of the electric field stress ratios was compiled and subsequently fed into the neural network's back propagation process. With the optimisation of weights in the neural network's back propagation process, an averaged error of less than 5% was found. This newly developed intelligent system provides a simple, time saving and practical way of obtaining electric field ratios. ©2009 IEEE. 2018-02-21T07:11:58Z 2018-02-21T07:11:58Z 2009 http://dspace.uniten.edu.my/jspui/handle/123456789/9225
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Water treeing is a phenomenon whereby the polymeric cable suffers serious degradation under combined stresses of electrical, thermal and chemical, thus shortening the lifespan of the cable. A high electrical field stress present at the tip of a water tree structure would degrade the surrounding healthy polymeric insulation, leading to electrical treeing and subsequent breakdown of the water tree affected polymeric cable. This paper aims at proposing methods to estimate the electric field stress ratios of water tree structures present in the insulation of water tree affected polymeric cables. The capacitances and lengths of water tree structures present the insulation were measured in water tree affected polymeric samples over a period. The measured data were then used in the proposed methodology to estimate the maximum electric field stress ratios present at the tips of the water tree structures, using electrostatic finite element software. A database of the electric field stress ratios was compiled and subsequently fed into the neural network's back propagation process. With the optimisation of weights in the neural network's back propagation process, an averaged error of less than 5% was found. This newly developed intelligent system provides a simple, time saving and practical way of obtaining electric field ratios. ©2009 IEEE.
format
author Sulaiman, S.
Zainal Abidin, I.
spellingShingle Sulaiman, S.
Zainal Abidin, I.
Methods to estimate electric field stress ratios within water tree structures in polymeric cables
author_facet Sulaiman, S.
Zainal Abidin, I.
author_sort Sulaiman, S.
title Methods to estimate electric field stress ratios within water tree structures in polymeric cables
title_short Methods to estimate electric field stress ratios within water tree structures in polymeric cables
title_full Methods to estimate electric field stress ratios within water tree structures in polymeric cables
title_fullStr Methods to estimate electric field stress ratios within water tree structures in polymeric cables
title_full_unstemmed Methods to estimate electric field stress ratios within water tree structures in polymeric cables
title_sort methods to estimate electric field stress ratios within water tree structures in polymeric cables
publishDate 2018
url http://dspace.uniten.edu.my/jspui/handle/123456789/9225
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score 13.159267