Radial basis function neural network model for protection of power transformer

Authors
Moravej, Z Vishwakarma, DN Singh, SP
Citation
Z. Moravej et al., Radial basis function neural network model for protection of power transformer, EL POW CO S, 29(4), 2001, pp. 307-320
Citations number
27
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
ELECTRIC POWER COMPONENTS AND SYSTEMS
ISSN journal
15325008 → ACNP
Volume
29
Issue
4
Year of publication
2001
Pages
307 - 320
Database
ISI
SICI code
1532-5008(200104)29:4<307:RBFNNM>2.0.ZU;2-Y
Abstract
A neural network based on Radial Basis Function (RBF) for protection of pow er transformer is presented in this paper. Performance of this model is com pared with Feed Forward Neural Network (FFNN). The proposed method is evalu ated using simulations performed with the EMTP package. The proposed model requires less training time and is more accurate in prediction as compared to FFNN.