Title :
Application of evolutionary programming in the assessment of dynamic stability
Author :
Kamari, N. A Mohamed ; Musirin, I. ; Othman, M.M.
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. Mara, Shah Alam, Malaysia
Abstract :
This paper presents Evolutionary Programming (EP) based optimization technique for estimating synchronizing torque coefficients, Ks and damping torque coefficients, Kd of a synchronous machine. These coefficients are used to identify the angle stability of a system. Initially, a Simulink model was utilized to generate the time domain response of rotor angle under various loading conditions. EP was then implemented to optimize the values of Ks and Kd within the same loading conditions. Validation with respect to eigenvalues determination confirmed that the proposed technique is feasible to solve the angle stability problems.
Keywords :
evolutionary computation; optimisation; power system transient stability; angle stability problems; damping torque coefficient; dynamic stability assessment; eigenvalues; evolutionary programming; optimization technique; rotor angle; torque synchronization; Damping; Eigenvalues and eigenfunctions; Optimization; Power system dynamics; Power system stability; Stability analysis; Torque; Evolutionary Programming; damping torque coefficient; synchronizing torque coefficient; transient stability;
Conference_Titel :
Power Engineering and Optimization Conference (PEOCO), 2010 4th International
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4244-7127-0
DOI :
10.1109/PEOCO.2010.5559248