Author(s): Priyanka Sharma

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Address: Priyanka Sharma
Department of Electrical Engineering, Maharishi Dayanand University, Rohatak Haryana
*Corresponding Author

Published In:   Volume - 5,      Issue - 3,     Year - 2014


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 Automatic Generation Control (AGC) of a five area interconnected power system. The proposed control has been designed for a five-area interconnected power system using artificial neural network (ANN) controller, which controls the inputs of each area in the power system together. The controller is adaptive and is based on a nonlinear auto regressive moving average (NARMA-L2) algorithm. The working of the controllers is simulated using MATLAB/ SIMULINK package.


Cite this article:
Priyanka Sharma. NARMA-L2 Controller for Five-Area Load Frequency Control. Research J. Engineering and Tech. 5(3): July-Sept. 2014 page 121-127.


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RNI: Not Available                     
DOI: 10.5958/2321-581X 


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