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Application of neural adaptive power system stabilizer in a multi-machine power system

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2 Author(s)
Shamsollahi, P. ; Dept. of Electr. & Comput. Eng., Calgary Univ., Alta., Canada ; Malik, O.P.

Application of a neural adaptive power system stabilizer (NAPSS) to a five-machine power system is described in this paper. The proposed NAPSS comprises two subnetworks. The adaptive neuro-identifier (ANI) to dynamically identify the nonlinear plant, and the adaptive neuro-controller (ANC) to damp output oscillations. The backpropagation training method is used online to train these subnetworks. The effectiveness of the proposed NAPSS in damping both local and inter-area modes of oscillations and its self-coordination ability are demonstrated

Published in:

Energy Conversion, IEEE Transactions on  (Volume:14 ,  Issue: 3 )

Date of Publication:

Sep 1999

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