Genetic algorithm for damping of power system oscillations

• Autorzy: Eslami M. , Shareef H. , Khajehzadeh M.

Warianty tytułu

PL

Algorytm genetyczny w tłumieniu oscylacji w systemie elektroenergetycznym

• Języki publikacji: EN

Abstrakty

EN

In this paper, Genetic algorithm (GA) optimization method is presented for optimal design of power system stabilizer (PSS). The design problem of the PSS parameters is formulated as an optimization problem and GA optimization method is used to search for optimal PSS parameters. The 2-area-4-machine power system, under a wide range of system configurations and operation conditions is investigated to illustrate the performance of the GA. The performance of the optimization method is compared with the conventional power system stabilizer. The eigenvalue analysis and non-linear simulation results are presented and compared to show the effectiveness of the GA optimization method in optimal tuning of PSS, to enhance power system stability.

PL

W artykule zaprezentowano metodę optymalizacji algorytmu stabilizacji systemu zasilania, z wykorzystaniem algorytmu genetycznego. Opracowana metoda została porównana w działaniu z konwencjonalnym stabilizatorem sieci. Przedstawiono wyniki przeprowadzonych symulacji nieliniowych i analizy wartości własnych.

Słowa kluczowe

EN

genetic algorithm; power system stabilizer; design; low frequency oscillation

PL

algorytm genetyczny; stabilizator systemu elektroenergetycznego; projektowanie; oscylacja niskiej częstotliwości

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2013
• Tom: R. 89, nr 2a
• Strony: 219--222
• Opis fizyczny: Bibliogr. 22 poz., schem., tab., wykr.

Twórcy

autor

Eslami M.

• Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia

autor

Shareef H.

• Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia

autor

Khajehzadeh M.

• Department of Civil Engineering, Anar Branch, Islamic Azad University, Anar, Iran

Bibliografia

• [1] Messina A.R., Ramirez J., Canedo C., An investigation on the use of power system stabilizers for damping inter-area oscillations in longitudinal power systems, IEEE Transactions on Power Systems, 13(1998), No. 2, 552-559.
• [2] De Mello F., Nolan P., Laskowski T., Undrill J., Coordinated application of stabilizers in multimachine power systems, IEEE Transactions on Power Apparatus and Systems, 99(1980), No. 3, 892-901.
• [3] Eslami M., Shareef H., Mohamed A., Application of artificial intelligent techniques in PSS design: a survey of the state-ofthe-art methods, Przegląd Elektrotechniczny (Electrical Review), 87(2011), No. 4, 188-197.
• [4] Eslami M., Shareef H., Mohamed A. Optimal tuning of power system stabilizers using modified particle swarm optimization. In Proceedings of the 14th International Middle East Power Systems Conference (MEPCON’10), Cairo University, Egypt, pp. 386-391.
• [5] Eslami M., Shareef H., Mohamed A., Application of PSS and FACTS Devices for Intensification of Power System Stability, International Review of Electrical Engineering, 5 (2010), No. 2, 552-570.
• [6] Eslami M., Shareef H., Mohamed A. Power System Stabilizer Design Based on Optimization Techniques. In 4th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO), pp. 1-7.
• [7] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., Damping of Power System Oscillations Using Genetic Algorithm and Particle Swarm Optimization, International Review of Electrical Engineering, 5(2010), No. 6, 2745-2753.
• [8] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., Improved particle swarm optimization with disturbance term for multimachine power system stabilizer design, Australian Journal of Basic and Applied Sciences, 4(2010), No. 12, 5768-5779.
• [9] Eslami M., Shareef H., Mohamed A. Coordinated design of PSS and TCSC controller for power system stability improvement. In The 9th International Power and Energy Conference (IPEC), Singapore, pp. 433-438.
• [10] Eslami M., Shareef H., Mohamed A. Coordination of PSS and FACTS damping controllers in power systems for dynamic stability improvement: A Review. In The 2nd International Conference on Engineering and ICT (ICEI), Melaka, Malaysia, pp. 30-36.
• [11] Eslami M., Shareef H., Mohamed A., Power system stabilizer design using hybrid multi-objective particle swarm optimization with chaos, Journal of Central South University of Technology, 18(2011), No. 5, 1579-1588.
• [12] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., An efficient particle swarm optimization technique with chaotic sequence for optimal tuning and placement of PSS in power systems, International Journal of Electrical Power and Energy Systems, 43(2012), No. 1, 1467–1478.
• [13] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., Damping Controller Design for Power System Oscillations Using Hybrid GA-SQP, International Review of Electrical Engineering, 6(2011), No. 2, 888-896.
• [14] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., Particle Swarm Optimization for Simultaneous Tuning of Static Var Compensator and Power System Stabilizer, Przegląd Elektrotechniczny (Electrical Review), 87(2011), No. 9A, 343-347.
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• [18] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., Gravitational search algorithm for coordinated design of PSS and TCSC as damping controller, Journal of Central South University of Technology, 19(2012), No. 4, 923-932.
• [19] Eslami M., Shareef H., Mohamed A., Khajehzadeh M., PSS and TCSC Damping Controller Coordinated Design Using GSA, Energy Procedia, 14(2012)763-769.
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• [22] Eslami M., Shareef H., Mohamed A. Design and Placement of Power System Stabilizer: Employing Particle Swarm Optimization. 2012.