Development and implementation of neural network observers to estimate synchronous generators' dynamic parameters using on-line operating data

• Main Authors: Shariati, Omid, Abdullah, Mohd. Zin, Azhar, Khairuddin, Aghamohammadi, Mohammad Reza
• Format: Article
• Published: 2012
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/46803/; http://dx.doi.org/10.1007/s00202-012-0274-2

This paper illustrates a new application of artificial neural network (ANN) observers in identifying and estimating synchronous generator dynamic parameters via time-domain, on-line disturbance measurements. To prepare the training database for an ANN observer, the transient behaviours of synchronou...