Abstract
Automatic voltage regulators (AVRs) are controllers used to maintain constant voltage at the generator terminals. Artificial Neural Networks (ANNs) are nonlinear maps that have the potential to make the realisation of practical nonlinear controllers possible. This paper is concerned with the development of a Feedforward Multilayer Perceptron (MLP) Neural Networks and its use as an Automatic Voltage Regulator (AVR) with Power System Stabiliser (PSS). The performance of the MLP-AVR is compared with that of a conventional AVR with PSS. The MLP-AVR shows good performance compared to that of conventional AVR with PSS.
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