Artificial Bee Colony Optimization for Effective Power System Stabilization

The power system stability has been considered as one of great concerns in the power system domain. Power industries are restructured to provide effective utilization of power to more users at lower prices and better power efficiency. Load demand has increased linearly with the increase in number of users. Since stability phenomena limits the transfer capability of the system, there is a need to ensure stability and reliability of the power system due to economic reasons. As a result, serious consideration is now being given on the concern of power system stabilization control. Thus, various stabilization techniques have been proposed by several researchers for the multi-machine power system through several intelligent methods. In recent times, the utilization of optimization techniques is found to be effective in dealing with the stabilization of the power systems. This paper uses the Artificial Bee Colony algorithm for better stability of the power system. Simulation results suggest that the proposed technique is better for power system stabilization when compared to the conventional techniques. Keywords: Power System Stabilization, Optimization Algorithm, Artificial Bee Colony.

Keywords:

-,

PDF

___

Rong He, Kang-Zhi Liu, Shengwei Mei and Xiaoyang Gui, “A Gain-Scheduled State Feedback Control Method For The Transcient Stability Control of A Single- Machine Infinite-Bus Power System”, pp. 2147 – 2152, 2006.
M. Ouassaid, A. Nejmi, M. Cherkaoui, and M. Maaroufi, “A New Nonlinear Excitation Controller for Transient Stability Enhancement in Power Systems” World Academy of Science, Engineering and Technology, vol.8, 2005.
T. Senjyu, R. Kuninaka, N. Urasaki, H. Fujita, T. Funabashi, “Power System Stabilization based on Robust Centralized and Decentralized Controllers”, The 7th International Power Engineering Conference, (IPEC), vol. 2, pp. 905 – 910, 2005.
P.M. Anderson, A.A. Fouad, “Power System Control and Stability”, Iowa state university press, Ames, 1977.
O. P. Malik, G. S. Hope, Y. M. Gorski, V. A. Ushakov, A. L. Rackevich, “Experimental Studies on Adaptive Microprocessor Stabilizers for Synchronous Generators,” in IFAC Power System and Power Plant Control, pp. 125–130, 1986.
E. V. Larsen and D. A. Swann, “Applying power system stabilizers, P-III,” IEEE Trans. Power Apparat. Syst., vol. PAS-100, pp. 3017– 3046, 1981.
H. Werner, P. Korba, T. C. Yang, “Robust Tuning of Power System Stabilizers using LMI-techniques,” IEEE Trans. Control System Technology, vol. 11, no. 1, pp. 147–152, 2003.
N. S. D. Arrifano, V. A. Oliveira, R. A. Ramos, “Design and Application of Fuzzy PSS for Power Systems Subject to Random Abrupt Variations of the Load”, Proceeding of the 2004 American Control Conference Boston, Massachusetts June 30 - July 2, 2004
L.H. Hassan, M. Moghavvemi, H.A.F. Mohamed, “Power System Stabilization based on Artificial Intelligent Techniques; A review”, 2009 International Conference for Technical Postgraduates (TECHPOS), pp. 1-6, 2009.
Owaied H. Hussein , Abu-Arr’a M. Mahmoud, “Functional Model of Human System as knowledge Base System” , The International Conference on Information & Knowledge Engineering , pp. 158-161, 2007.
G. Beni, and J. Wang, “Swarm Intelligence”, In Proceedings Seventh Annual Meeting of the Robotics Society of Japan, Tokyo, RSJ Press, pp. 425-428, 1989.
Hussein Owaied, Saif Saab “Modeling Artificial Bees Colony System”, IC-AI: pp. 443-446, 2008.
K.A. Folly, M. Magidimisa, “Power Systems Stabilization Considering System Uncertainties”, IEEE
Conference and Exposition in Africa, pp. 249 – 255, 2005. Society
Inaugural [14] Yoshitaka Miyazato, Tomonobu Senjyu, Ryo Kuninaka, Naomitsu Urasaki, Toshihisa Funabashi, Hideomi Sekine, “Multi-Machine Power System Stabilization Control by Robust Decentralized Controller Based on Optimal Sequential Design”, PSCE, 2006.
N. S. D. Arrifano, V. A. Oliveira, R. A. Ramos, N. G. Bretas, R. V. Oliveira, “Fuzzy Stabilization of Power Systems in a Co-Generation Scheme Subject to Random Abrupt Variations of Operating Conditions”, IEEE Transactions on Control Systems Technology, vol. 15 , no. 2, pp. 384 – 393, 2007.
T. Senjyu, D. Hayashi, E. Omine, A. Yona, T. Funabashi, H. Sekine, “Stabilization Control for Remote Power System by Using
Controllers”, IEEE Power Engineering Society General Meeting, pp. 1 – 8, 2007.
Decentralized [17] Li Xiaohua, Wu Wenbo, “Research on Robust Decentralized Connective Stabilization Control for Power Systems Expanded Capacity on Line”, 2010 8th World Congress on Intelligent Control and Automation (WCICA), pp. 3404 – 3409, 2010.
M. H. Khammash, V Vittal, C.D. Pawloski, “Analysis of Control Performance for Stability Robustness of Power Systems”, IEEE Trans. on Power Systems, vol. 9, no. 4, 1994.
Soon Kiat Yee, J.V. Milanovic, “Fuzzy Logic Controller for Decentralized Stabilization of Multimachine Power Systems”, IEEE Transactions on Fuzzy Systems, vol. 16, no.4, pp. 971-981, 2008. [20] H. M. Soliman, A.L. Elshafei, A.A. Shaltout and M. F. Morsi, “Robust Power System Stabilizer”, IEE Proc. Electr. Power Appl., Vol. 147, No. 5, 2000.
V.H.C. Alcalde, A.A. Fernandes, L.R. Soares, “Electrical Power Systems Stabilization through Series Compensation by using Variable Structure Control”, International Workshop on Variable Structure Systems, VSS'06, pp. 98-104, 2006.
O. Abedinia, B. Wyns, A. Ghasemi, “Robust fuzzy PSS design using ABC”, 2011 10th International Conference
Engineering (EEEIC), pp. 1 – 4, 2011. and
Electrical [23] C. Sumpavakup, I. Srikun, S. Chusanapiputt, “A solution to the Optimal Power Flow using Artificial Bee Colony algorithm”, 2010 International Conference
(Powercon), pp. 1 – 5, 2010 . System
Technology [24] M. Soliman, E. H. E. Bayoumi, M. F. Hassan, ‘‘PSO -- Based Power System Stabilizer for Minimal Overshoot and Control Constraints’’, Journal of Electrical Engineering, vol. 59, no. 3, pp. 153-159, 2008
C. Bayliss, B. Hardy, Transmission and Distribution Electrical Engineering, 3rd edition, Newnes, pp. 28, 2007. [26] FP. deMello,
C. Concordia, “Concepts of Synchronous Machine Stability as Affected by Excitation Control, IEEE Trans PAS, vol. 88, pp.316-329, 1969.
CM Lim, S. Elangovan, “Design of Stabilizers in Multimachine Power System”, IEEE Proc, vol. 132, no. 3, pp 543-551, 1985.
YL Abel-Magid, MA Abido, S Ai-Baiyat, AH Mantawy, “Simultaneous Stabilization of Multimachine Power Systems via Genetic Algorithms”, IEEE Trans PERS, vol 14, no 4, pp 1428-1439, 1999.
D. Karaboga, “An Idea Based On Honey Bee Swarm for Numerical
TR06,Erciyes University, Engineering Faculty, Computer Engineering Department 2005. Technical
Report- [30] HB Arabia, HH Abdallah, “Multi Objectives Reactive Dispatch Optimization of an Electrical Network”, Leonardo J. Sci., vol. 10, pp. 101-114, 2007.
SN Omkar, J Senthılnath, “Artificial Bee Colony for Classification of Acoustic Emission Signal”, Int. J. Aerospace Innov., vol. 1, no. 3, pp. 129-143, 2009.