Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging
In this work, we have used the fuzzy logic approach to predict mechanical properties (hot set test) of cross-linked polyethylene (XLPE) used as insulation in high voltage cables. The studied property presents non linear variations according to the aging time under high temperatures. So it is very di...
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| Format: | Article |
| Language: | English |
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Tsinghua University Press
2016-03-01
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| Series: | Fuzzy Information and Engineering |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1616865816300073 |
| _version_ | 1797761303376297984 |
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| author | Lakhdar Bessissa Larbi Boukezzi Djillali Mahi |
| author_facet | Lakhdar Bessissa Larbi Boukezzi Djillali Mahi |
| author_sort | Lakhdar Bessissa |
| collection | DOAJ |
| description | In this work, we have used the fuzzy logic approach to predict mechanical properties (hot set test) of cross-linked polyethylene (XLPE) used as insulation in high voltage cables. The studied property presents non linear variations according to the aging time under high temperatures. So it is very difficult to find a theoretical or experimental model of the properties evolution under thermal aging. For that reason, several factors have been considered such as aging time and applied temperature. The obtained results are very encouraging and pointed out that the fuzzy logic is a powerful tool to predict the insulation proprieties. In other words, the obtained results are in good accordance with the experimental results with an acceptable error margin. |
| first_indexed | 2024-03-12T19:11:03Z |
| format | Article |
| id | doaj.art-5c0b3a0962dd4d37a5b913ea95482f0e |
| institution | Directory Open Access Journal |
| issn | 1616-8658 |
| language | English |
| last_indexed | 2024-03-12T19:11:03Z |
| publishDate | 2016-03-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | Fuzzy Information and Engineering |
| spelling | doaj.art-5c0b3a0962dd4d37a5b913ea95482f0e2023-08-02T05:52:38ZengTsinghua University PressFuzzy Information and Engineering1616-86582016-03-018110111210.1016/j.fiae.2016.03.006Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal AgingLakhdar Bessissa0Larbi Boukezzi1Djillali Mahi2Materials Science and Informatics Laboratory, MSIL, University Ziane Achour of Djelfa, BP 3117 Route of Moudjbara, Djelfa 17000, AlgeriaLaboratory of studies and Development of Semiconductor and Dielectric Materials, LeDMaScD, University Amar Telidji of Laghouat, BP 37G Route of Ghardaia, Laghouat 03000, AlgeriaLaboratory of studies and Development of Semiconductor and Dielectric Materials, LeDMaScD, University Amar Telidji of Laghouat, BP 37G Route of Ghardaia, Laghouat 03000, AlgeriaIn this work, we have used the fuzzy logic approach to predict mechanical properties (hot set test) of cross-linked polyethylene (XLPE) used as insulation in high voltage cables. The studied property presents non linear variations according to the aging time under high temperatures. So it is very difficult to find a theoretical or experimental model of the properties evolution under thermal aging. For that reason, several factors have been considered such as aging time and applied temperature. The obtained results are very encouraging and pointed out that the fuzzy logic is a powerful tool to predict the insulation proprieties. In other words, the obtained results are in good accordance with the experimental results with an acceptable error margin.http://www.sciencedirect.com/science/article/pii/S1616865816300073Fuzzy logicThermal agingCross-linked polyethyleneFuzzy inference systemPrediction |
| spellingShingle | Lakhdar Bessissa Larbi Boukezzi Djillali Mahi Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging Fuzzy Information and Engineering Fuzzy logic Thermal aging Cross-linked polyethylene Fuzzy inference system Prediction |
| title | Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging |
| title_full | Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging |
| title_fullStr | Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging |
| title_full_unstemmed | Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging |
| title_short | Influence of Fuzzy Parameters on the Modeling Quality of XLPE Insulation Properties under Thermal Aging |
| title_sort | influence of fuzzy parameters on the modeling quality of xlpe insulation properties under thermal aging |
| topic | Fuzzy logic Thermal aging Cross-linked polyethylene Fuzzy inference system Prediction |
| url | http://www.sciencedirect.com/science/article/pii/S1616865816300073 |
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