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A Neural Network Based Method for Leakage Current Prediction of Polymeric Insulators.
- Source :
-
IEEE Transactions on Power Delivery . Jan2006, Vol. 21 Issue 1, p506-507. 2p. - Publication Year :
- 2006
-
Abstract
- This letter describes a neural network approach to the prediction of the leakage current (LC) on silicone rubber insulators exposed to salt-fog. The validity of the approach was examined by testing several insulators in a salt-fog chamber. Feed-forward back propagation was found as the best method among several training methods evaluated for the prediction of the LC. The predicted LC with this method has less than 12% error for the tested cases. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 08858977
- Volume :
- 21
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Power Delivery
- Publication Type :
- Academic Journal
- Accession number :
- 20459297
- Full Text :
- https://doi.org/10.1109/TPWRD.2005.858805