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All Journal Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
Priyanka Sharma
Maharshi Dayanand University
Computer Science & IT Electrical & Electronics Engineering

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NARMA-L2 Controller for Five-Area Load Frequency Control Priyanka Sharma
Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Vol 2, No 4: December 2014
Publisher : IAES Indonesian Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52549/ijeei.v2i4.123

Abstract

This paper investigates the load-frequency control (LFC) based on neural network for improving power system dynamic performance. In this paper an Artificial Neural Network  (ANN)based controller is presented for the Load Frequency Control (LFC) of a five area interconnected power system. The controller is adaptive and is based on a nonlinear auto regressive moving average (NARMA-L2) algorithm. The working of the conventional controller and ANN based NARMA L2 controllers is simulated using MATLAB/SIMULINK package.. The Simulink link results of both the controllers are compared.
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