Adaptive Load Shedding Analysis in Power Systems by Using Artificial Neural Network

Subject Areas : Renewable energy

Rahmatolah  Hooshmand ¹ (Associate Professor/University of Isfahan)
Majid  moazzami ² (Assistant Professor - Department of Electrical Engineering, Najafabad Branch, Islamic Azad University)

Received: 2008-11-25 Accepted : 2009-12-17 Published : 2010-08-01

Keywords: Artificial Neural Networks, power system stability, adaptive load shedding,

Abstract :

The stability of frequency and voltage is one of the basic principles in the power systems. One of the latest control measures for power system frequency control and stability is load shedding. A fast and optimal adaptive load shedding method using Artificial Neural Networks (ANN) is presented in this paper. In this paper, the total power generation and the total existing load in power system were selected as the ANN inputs. This method has been tested on theNew England test system. The simulation results show the ability of this frequency control algorithm for optimal solving problem related to conventional method.