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Year 2015, Volume: 15 Issue: 1, 1889 - 1896, 11.02.2015

Abstract

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.
  • A.G. Bakirtzis, P.N. Biskas, C.E. Zoumas, V. Petridis, ―Optimal power flow by enhanced genetic algorithm‖, IEEE Trans. Power Systems, vol. 17, no. 2, pp. 229-236, May 2002.
  • Yujiao Zeng, Yanguang Sun, ―Application of hybrid MOPSO algorithm to optimal reactive power dispatch problem considering voltage stability‖, Hindawi Publishing Corporation, Journal of Electrical and Computer Engg, vol. 2014, pp.1-12, 2014.
  • M. Gitizadeh, H. Khalilnezhad, R. Hedayatzadeh, ―TCSC allocation in power systems considering switching loss using MOABC algorithm‖, Electrical Engg., Springer, Mar. 2012.
  • Boumediene Allaoua, Abdellah Laoufi, ―Optimal power flow solution using ant manners for electrical network‖, Advances in Electrical and Computer Engg, vol. 9, no. 1, 2009.
  • Shaheen, H.I., Rashed, G.I., and Cheng, S.J., ―Application and Comparison of Computational Intelligence Techniques for Optimal Location and Parameter Setting of UPFC‖, Engg. Application of Artificial Intelligence, Vol. 23, pp. 203-216, 2010.
  • Mohammad H. Moradi, Arash Zeinnlzzadeh, Younes Mohammadi, Mohammad Abedini, ―An Efficient Hybrid Method for Solving the Optimal Silting and Sizing Problem of DG and Shunt Capacitor Banks Simultaneously based on Imperialist Algorithm‖, Int. J. of Electrical Power and Energy Systems, Elsevier, Vol. 54, pp. 101-111, 2014. Genetic
  • 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.
  • Ali Ajami, Reza Gholizadeh, ―Optimal Design of UPFC – based Damping Controller using Imperialist Competitive Algorithm‖, Turkish Journal of Electrical Engg. & Computer Sciences, Vol. 20, pp. 1109-1122, 2012.
  • Jahani, R., ―Optimal Placement of Unified Power Flow Controller in Power System using Imperialist Competitive Algorithm‖, Middle East Journal of Scientific Research, Vol. 8, pp. 999-1007, 2011.
  • Gerbex, S., Cherkaoui, R., and Germond, A.J., ―Optimal location of multitype FACTS devices in a power system by means of genetic algorithms‖, IEEE Trans. Power Systems, Vol. 16, pp. 537-544, 2001.
  • Cai, L.J., Erlich, I., and Stamtsis, G., ―Optimal choice and allocation of FACTS devices in deregulated electricity market using Genetic Algorithms‖, Proc. of Int. Conf. on Power Systems Conference and Exposition, pp. 201-207,
  • Nor Rul Hasma Abdullah, Ismail Musirin and Mohammad Mustadha Othman, ―Transmission Loss Minimization and

IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM

Year 2015, Volume: 15 Issue: 1, 1889 - 1896, 11.02.2015

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.

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.
  • A.G. Bakirtzis, P.N. Biskas, C.E. Zoumas, V. Petridis, ―Optimal power flow by enhanced genetic algorithm‖, IEEE Trans. Power Systems, vol. 17, no. 2, pp. 229-236, May 2002.
  • Yujiao Zeng, Yanguang Sun, ―Application of hybrid MOPSO algorithm to optimal reactive power dispatch problem considering voltage stability‖, Hindawi Publishing Corporation, Journal of Electrical and Computer Engg, vol. 2014, pp.1-12, 2014.
  • M. Gitizadeh, H. Khalilnezhad, R. Hedayatzadeh, ―TCSC allocation in power systems considering switching loss using MOABC algorithm‖, Electrical Engg., Springer, Mar. 2012.
  • Boumediene Allaoua, Abdellah Laoufi, ―Optimal power flow solution using ant manners for electrical network‖, Advances in Electrical and Computer Engg, vol. 9, no. 1, 2009.
  • Shaheen, H.I., Rashed, G.I., and Cheng, S.J., ―Application and Comparison of Computational Intelligence Techniques for Optimal Location and Parameter Setting of UPFC‖, Engg. Application of Artificial Intelligence, Vol. 23, pp. 203-216, 2010.
  • Mohammad H. Moradi, Arash Zeinnlzzadeh, Younes Mohammadi, Mohammad Abedini, ―An Efficient Hybrid Method for Solving the Optimal Silting and Sizing Problem of DG and Shunt Capacitor Banks Simultaneously based on Imperialist Algorithm‖, Int. J. of Electrical Power and Energy Systems, Elsevier, Vol. 54, pp. 101-111, 2014. Genetic
  • 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.
  • Ali Ajami, Reza Gholizadeh, ―Optimal Design of UPFC – based Damping Controller using Imperialist Competitive Algorithm‖, Turkish Journal of Electrical Engg. & Computer Sciences, Vol. 20, pp. 1109-1122, 2012.
  • Jahani, R., ―Optimal Placement of Unified Power Flow Controller in Power System using Imperialist Competitive Algorithm‖, Middle East Journal of Scientific Research, Vol. 8, pp. 999-1007, 2011.
  • Gerbex, S., Cherkaoui, R., and Germond, A.J., ―Optimal location of multitype FACTS devices in a power system by means of genetic algorithms‖, IEEE Trans. Power Systems, Vol. 16, pp. 537-544, 2001.
  • Cai, L.J., Erlich, I., and Stamtsis, G., ―Optimal choice and allocation of FACTS devices in deregulated electricity market using Genetic Algorithms‖, Proc. of Int. Conf. on Power Systems Conference and Exposition, pp. 201-207,
  • Nor Rul Hasma Abdullah, Ismail Musirin and Mohammad Mustadha Othman, ―Transmission Loss Minimization and
There are 20 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Rizwana John Basha

Publication Date February 11, 2015
Published in Issue Year 2015 Volume: 15 Issue: 1

Cite

APA John Basha, R. (2015). IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM. IU-Journal of Electrical & Electronics Engineering, 15(1), 1889-1896.
AMA John Basha R. IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM. IU-Journal of Electrical & Electronics Engineering. November 2015;15(1):1889-1896.
Chicago John Basha, Rizwana. “IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM”. IU-Journal of Electrical & Electronics Engineering 15, no. 1 (November 2015): 1889-96.
EndNote John Basha R (November 1, 2015) IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM. IU-Journal of Electrical & Electronics Engineering 15 1 1889–1896.
IEEE R. John Basha, “IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM”, IU-Journal of Electrical & Electronics Engineering, vol. 15, no. 1, pp. 1889–1896, 2015.
ISNAD John Basha, Rizwana. “IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM”. IU-Journal of Electrical & Electronics Engineering 15/1 (November 2015), 1889-1896.
JAMA John Basha R. IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM. IU-Journal of Electrical & Electronics Engineering. 2015;15:1889–1896.
MLA John Basha, Rizwana. “IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM”. IU-Journal of Electrical & Electronics Engineering, vol. 15, no. 1, 2015, pp. 1889-96.
Vancouver John Basha R. IMPERIALIST COMPETITIVE ALGORITHM FOR MINIMIZATION OF LOSSES BY OPTIMALLY LOCATING FACTS CONTROLLERS IN POWER SYSTEM. IU-Journal of Electrical & Electronics Engineering. 2015;15(1):1889-96.