J. Phys. IV France 124 (2005) 147-151
Neural networks in prediction of thermal ageing effect on oil/paper insulation electrical propertiesL. Mokhnache1, P. Verma2, A. Boubakeur3 and R. Kattan4
1 University of Batna, Faculty of Engineering, Dept. of Electrical Engineering, L.S.P-I.E, Batna, Algeria
2 Thapar Institute of Engineering & Technology, Patiala 147 004, India
3 École Nationale Polytechnique, High voltage Lab., Avenue Hacène Badi, El-Harrach, Algers, Algeria
4 Université Libanaise, Faculty of Sciences, Physics Department, Beyrouth, Lebanon
This paper presents in a first part an experimental study on the effect of thermal ageing on Oil/Paper Insulation Electrical Properties. In the second part, artificial neural networks (RBFG) have been applied to predict the electrical properties for longest ageing periods.
© EDP Sciences 2005