IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM
Abstract
One of the key tasks to perform in the complicated operation and planning of the power system is the optimal power flow. The Unified Power Flow Controller (UPFC) is one of the Flexible AC Transmission System (FACTS) powerful power electronics device. The UPFC is capable of providing complex control of power systems. This paper focuses on optimally locating the Unified Power Flow Controller (UPFC) device in power system based on Static Voltage Stability Index (SVSI) technique using Imperialist Competitive Algorithm (ICA). The main objective of this paper is to employ ICA optimization technique which is applied to solve the optimal power flow problem in presence of UPFC device. The ICA optimization technique is also used to minimize the power losses and installation cost of UPFC device. Due to this, the voltage profile is improved thereby enhances the stability in power system. This technique is tested in standard IEEE 6-bus system, IEEE 14-bus system, IEEE 30-bus system. The performance of ICA is compared with other optimization techniques like Particle Swarm Optimization (PSO), Genetic Algorithm (GA), Ant Colony Optimization (ACO) and Gravitational Search Algorithm (GSA) to show the effectiveness of the algorithm. The ICA technique has a great ability in faster convergence characteristics.
Keywords
References
- Hingorani, N., ―Flexible Transmission Systems‖, Proc. of 5th International Conference on AC and DC Power Transmission, London, pp. 1-7, 1991.
- Hingorani, N.G., and Gyugyi, L., ―Understanding FACTS Concepts and Technology of Flexible AC Transmission Systems‖, IEEE Press, 2000.
- Gyugui, L., ―Unified Power Flow Control Concept for Flexible AC Transmission Systems‖, IEE Proc. Vol: 139, pp. 323-331, 1992.
- Kalyan K. Sen, Eric and Stacey, J., ―UPFC – Unified Power Applications‖, IEEE Trans. on Power Delivery, Vol. 13, pp. 1453-1460, 1998. Theory, Modelling and
- D.J. Gotham, G.T. Heydt, ―Power flow control and power flow studies for systems with FACTS devices‖, IEEE Trans. Power Systems, vol. 13, no. 1, pp. 60-65, Feb. 1998.
- Puerle-Esquivel, C.R., and Acha, E., ―A Newton-type algorithm for the control of power flow in electrical power networks‖, IEEE Trans. Power Syst. Vol. 12, pp. 1474– 1480, 1997.
- Banari, M.R., and Seyed Shenava, Parisa Farahbaksh, S.J., ―Dynamic Stability Enhancement of Power System based on a Typical Unified Power Flow Controllers using Imperialist Competitive Algorithm‖, Int. J. of Electrical Power and Energy Systems, Elsevier, pp. 1-12, 2014.
- Jayanti Sarker and Goswami, S.K., ―Solution of Multiple UPFC Placement Problem using Gravitational Search Algorithm‖, Int. J. of Electrical Power and Energy Systems, Elsevier, Vol. 55, pp. 531-541, 2014.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Authors
Publication Date
February 11, 2015
Submission Date
February 11, 2015
Acceptance Date
-
Published in Issue
Year 2015 Volume: 15 Number: 1