Development and implementation of an ANN-based fault diagnosis scheme for generator winding protection.

Development and implementation of an ANN-based fault diagnosis scheme for generator winding protection.

In this paper, the development and implementation of a new fault diagnosis scheme for generator winding protection using artificial neural networks (ANN) is introduced. The proposed scheme performs internal fault detection, fault type classifications and faulted phases identification. This scheme is...

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Detalles Bibliográficos
Publicado en:IEEE Transactions on power delivery 16, 2 (2001).
Autor Principal: Darwish, H.A
Formato: Artigo
Idioma:English
Subjects:
ANN-based fault diagnosis scheme.
Artificial neural networks.
Differential relay.
Digital signal processing.
Fault type classifications.
Faulted phases identification.
Generator winding protection.
Ground fault detection sensitivity.
Ground resistance.
Internal fault detection.
Multi input/output board.