An Application of Artificial Neural Networks in Power System Load Modeling

 

G.R. Yousefi, "An Application of Artificial Neural Networks in Power System Load Modeling", IEEE Power Engineering Society General Meeting, 2005, 12-16 June 2005, pp. 308- 313 Vol. 1, ISBN: 0-7803-9157-8, San Francisco, CA, USA.

ABSTRACT
The paper proposes a new approach in which artificial neural network (ANN) is employed to find out the sensitivity coefficients of motor loads; active and reactive; in terms of voltage and frequency by using readily available nameplate data. The. results are then used in a static type aggregate load modeling algorithm. Promising results are demonstrated.

June, 2005

 

Conference Papers
Month/Season: 
June
Year: 
2005