Journal of Applied Sciences1812-56541812-5662Asian Network for Scientific Information10.3923/jas.2007.1186.1190N. AbdallaAhmedAnwarAfaneen8200778Excitation system is key element in the dynamic performance of electric power systems, accurate excitation models are of great importance in simulating and investigating the power system transient phenomena. Parameter identification of the Brushless excitation system was presented. First a block diagram for the EXS parameter was proposed based on the documents and maps in the power station. To identify the parameters of this model, a test procedure to obtain step response, was presented. Using the Genetic Algorithm with the Matlab-software it was possible to identify all the necessary parameters of the model. Using the same measured input signals the response from the standard model showed nearly the same behavior as the excitation system.]]>Bhaskar, R., M.L. Crow, K. Erickson, K. Shah and R. Bhaskar,1998Guo, T.Y., C.S. Liu and C.T. Huang,1993Liang, L.C., L.J. Zhen, N. Yuguang and Y. Wangye,2002Ljung, L.,1987Rasoli, M. and M. Karrari,2002Rasouli, M. and M. Karrari,2004Rogers, G.,1996Zazo, A., J.L. Zamora, L. Rouco and F.L. Pagola,1994