Title :
Simultaneous stabilization of multimachine power systems via genetic algorithms
Author :
Abdel-Magid, Y.L. ; Abido, M.A. ; Al-Baiyat, S. ; Mantawy, A.H.
Author_Institution :
Dept. of Electr. Eng., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
fDate :
11/1/1999 12:00:00 AM
Abstract :
This paper demonstrates the use of genetic algorithms for the simultaneous stabilization of multimachine power systems over a wide range of operating conditions via single-setting power system stabilizers. The power system operating at various conditions is treated as a finite set of plants. The problem of selecting the parameters of power system stabilizers which simultaneously stabilize this set of plants is converted to a simple optimization problem which is solved by a genetic algorithm with an eigenvalue-based objective function. Two objective functions are presented, allowing the selection of the stabilizer parameters to shift some of the closed-loop eigenvalues to the left-hand side of a vertical line in the complex s-plane, or to a wedge-shape sector in the complex s-plane. The effectiveness of the suggested technique in damping local and inter-area modes of oscillations in multimachine power systems is verified through eigenvalue analysis and simulation results
Keywords :
closed loop systems; control system analysis; control system synthesis; eigenvalues and eigenfunctions; genetic algorithms; optimal control; power system control; power system stability; closed-loop eigenvalues; complex s-plane; control design; control simulation; eigenvalue analysis; eigenvalue-based objective function; genetic algorithms; multimachine power systems; oscillations damping; power system stabilizers; simultaneous stabilization; single-setting PSS; wedge-shape sector; Damping; Eigenvalues and eigenfunctions; Genetic algorithms; Genetic engineering; IEEE members; Power system analysis computing; Power system dynamics; Power system simulation; Power system stability; Power systems;
Journal_Title :
Power Systems, IEEE Transactions on