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Investigation into an artificial neural network based on-line current controller for an HVDC transmission link

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4 Author(s)
Narendra, K.G. ; Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada ; Sood, V.K. ; Khorasani, K. ; Patel, R.V.

An artificial neural network (ANN) based current controller for a HVDC transmission link is described in this paper. Different ANN architectures and activation functions (AFs) are investigated for this ANN controller. Small (set current change) and large (DC-line fault) signal perturbations are applied to optimize the learning parameters for the controller. Performance evaluation of the ANN controller under noise conditions is studied. A comparison between a traditional PI and the proposed ANN controller is made for various system contingencies and it is shown that the latter has many attractive features

Published in:

Power Systems, IEEE Transactions on  (Volume:12 ,  Issue: 4 )

Date of Publication:

Nov 1997

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