Title :
Comparison of different back-propagation algorithms used in the diagnosis of transformer oil
Author :
Mokhnache, L. ; Boubakeur, A.
Author_Institution :
Dept. of Electr. Eng., Univ. of Batna, Algeria
Abstract :
Back propagation Algorithm is applied in transformer oil diagnosis. The Algorithm is trained by Levenberg-Marquardt technique, Momentum technique and Momentum & adaptive learning rate technique. A comparison between the three techniques is done.
Keywords :
backpropagation; insulation testing; transformer oil; Levenberg-Marquardt technique; backpropagation algorithm; momentum and adaptive learning rate technique; momentum technique; training method; transformer oil diagnosis; Cooling; Dielectrics; IEC standards; Jacobian matrices; Laboratories; Neural networks; Oil insulation; Petroleum; Power transformer insulation; Sampling methods;
Conference_Titel :
Electrical Insulation and Dielectric Phenomena, 2002 Annual Report Conference on
Print_ISBN :
0-7803-7502-5
DOI :
10.1109/CEIDP.2002.1048781
