Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN
The performance of polluted insulators Is very much dependent on the degree of contamination. For the high voltage Insulators to be installed In areas especially near the coast, determination of the contamination level becomes the major task to design the insulators appropriately. The aim of this pa...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2002
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| Online Access: | http://eprints.utm.my/7597/ http://eprints.utm.my/7597/1/Ahmad_Ahmad_S_2002_Modelling_Various_Meteorological_Effects_Contamination.pdf |
| _version_ | 1848891499735941120 |
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| author | Ahmad, Ahmad S. Ghosh, Prodipto Sankar Aljunid, S. A. K. Ahmad, Hussein |
| author_facet | Ahmad, Ahmad S. Ghosh, Prodipto Sankar Aljunid, S. A. K. Ahmad, Hussein |
| author_sort | Ahmad, Ahmad S. |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | The performance of polluted insulators Is very much dependent on the degree of contamination. For the high voltage Insulators to be installed In areas especially near the coast, determination of the contamination level becomes the major task to design the insulators appropriately. The aim of this paper is to obtain accurate information about the degree of contamination which the high voltage insulators are exposed to when they are installed In coastal areas. Regression technique has been used successfully in estimating the level of contamination on high voltage insulators surfaces in terms of Equivalent Salt Deposit Density (ESDD). This paper has also used artificial neural network algorithm to model ESDD as a function of various meteorological parameters. A comparative analysis has also been carried out between the two methods in this work.
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| first_indexed | 2025-11-15T20:58:57Z |
| format | Conference or Workshop Item |
| id | utm-7597 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:58:57Z |
| publishDate | 2002 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-75972017-07-23T02:54:41Z http://eprints.utm.my/7597/ Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN Ahmad, Ahmad S. Ghosh, Prodipto Sankar Aljunid, S. A. K. Ahmad, Hussein TK Electrical engineering. Electronics Nuclear engineering The performance of polluted insulators Is very much dependent on the degree of contamination. For the high voltage Insulators to be installed In areas especially near the coast, determination of the contamination level becomes the major task to design the insulators appropriately. The aim of this paper is to obtain accurate information about the degree of contamination which the high voltage insulators are exposed to when they are installed In coastal areas. Regression technique has been used successfully in estimating the level of contamination on high voltage insulators surfaces in terms of Equivalent Salt Deposit Density (ESDD). This paper has also used artificial neural network algorithm to model ESDD as a function of various meteorological parameters. A comparative analysis has also been carried out between the two methods in this work. 2002 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/7597/1/Ahmad_Ahmad_S_2002_Modelling_Various_Meteorological_Effects_Contamination.pdf Ahmad, Ahmad S. and Ghosh, Prodipto Sankar and Aljunid, S. A. K. and Ahmad, Hussein (2002) Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN. In: Proceeding of the IEEE Power Engineering Society Transmission and Distribution Conference, 6th -10th Oct. 2002, Yokohama, Japan. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Ahmad, Ahmad S. Ghosh, Prodipto Sankar Aljunid, S. A. K. Ahmad, Hussein Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN |
| title | Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN |
| title_full | Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN |
| title_fullStr | Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN |
| title_full_unstemmed | Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN |
| title_short | Modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ANN |
| title_sort | modeling of various meteorological effects on contamination level for suspension type of high voltage insulators using ann |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.utm.my/7597/ http://eprints.utm.my/7597/1/Ahmad_Ahmad_S_2002_Modelling_Various_Meteorological_Effects_Contamination.pdf |