P. Shamsollahi et Op. Malik, Application of neural adaptive power system stabilizer in a multi-machine power system, IEEE EN CON, 14(3), 1999, pp. 731-736
Application of a neural adaptive power system stabilizer (NAPSS) to a five-
machine power system is described in, this paper. The proposed NAPSS compri
ses two subnetworks, The adaptive neuro-identifier (ANI) to dynamically ide
ntify the non-linear plant, and the adaptive neuro-controller (ANC) to damp
output oscillations. The backpropagation training method is used on-line t
o train these subnetworks. The effectiveness of the proposed NAPSS in dampi
ng both local and inter-area modes of oscillations and its self-coordinatio
n ability are demonstrated.