Application of artificial neural networks in network calculations

Citation
G. Crapanzano et al., Application of artificial neural networks in network calculations, ELECTRI ENG, 83(5-6), 2001, pp. 313-325
Citations number
14
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
ELECTRICAL ENGINEERING
ISSN journal
09487921 → ACNP
Volume
83
Issue
5-6
Year of publication
2001
Pages
313 - 325
Database
ISI
SICI code
0948-7921(200111)83:5-6<313:AOANNI>2.0.ZU;2-F
Abstract
We describe radial basis functions as a special form of artificial neural n etworks and test whether they are applicable to power systems. In the appli cation to distance protection, the dividing and filtering capability are in the centre of interest. In modelling of equivalent circuits for external n etworks, primarily the static case is important. In the dynamic case the re search is started by using the E' model and the Park equations for generato r modelling.