Enhancing the performance of Transmission Lines by FACTS Devices using GSA and BFOA Algorithms

  • Authors

    • N. Karuppiah
    • S. Muthubalaji
    • S. Ravivarman
    • Md. Asif
    • Abhishek Mandal
    2018-09-25
    https://doi.org/10.14419/ijet.v7i4.6.20463
  • Bacterial Foraging Algorithm, Gravity Search Algorithm, SVC, TCSC, UPFC, Voltage stability.

  • Abstract

    Flexible Alternating Current Transmission System devices have numerous applications in electrical transmission lines like improvement of voltage stability, reactive power compensation, congestion management, Available Transfer Capacity enhancement, real power loss reduction, voltage profile improvement and much more. The effectiveness of these FACTS devices is enhanced by the placement of these devices in the transmission lines. The placement is based on transmission line sensitivity factors such as Bus voltage stability index and line voltage stability index. This research article focuses on optimizing the location, number and ratings of FACTS devices using Evolutionary Algorithms like Bacterial Foraging Algorithm and Gravitational search algorithm. FACTS devices such as Static Var Compensator, Thyristor Controlled Series Capacitor and Unified Power Flow Controller are placed on IEEE 14 bus and IEEE 30 bus systems for reducing the real power loss in the transmission system. The results show that the performance of the transmission lines is enhanced more using Bacterial Foraging Algorithm than Gravitational Search Algorithm.

     

     

  • References

    1. [1] Islam, M.A., Hasanuzzaman, M, Rahim, N.A., Nahar, A and Hosenuzzaman, M., “Global Renewable Energy-Based Electricity Generation and Smart Grid System for Energy Securityâ€, The Scientific World Journal, vol. 2014, Article ID 197136, 13 pages, 2014. doi:10.1155/2014/197136

      [2] Sauer, P.W., Lesieutre, B.C., Pai, M.A., “Maximum loadability and voltage stability in power systemsâ€, International Journal of Electrical Power & Energy Systems, vol. 14, no. 3, pp.145-153, 1993.

      [3] Gaur, D. and Mathew, L., “Optimal placement of FACTS devices using optimization techniques: A reviewâ€, 3rd International Conference on Communication Systems (ICCS-2017), IOP Publishing, pp.1-15.

      [4] Song, S.H., Limb, J.U and Seung-II Moon, “Installation and operation of FACTS devices for enhancing steady-state securityâ€, Electric Power Systems Research, vol.70, 2004, pp. 7–15.

      [5] Chang, R.W. and Saha, T.K., “Maximizing power system loadability by optimal allocation of SVC using mixed integer linear programming,†IEEE Power and Energy Society General Meeting, Jul.25–29, 2010, pp. 1–7.

      [6] Azadani E.N, Hosseinian S.H, and Hasanpor P, “Optimal placement of multiple STATCOM for voltage stability margin enhancement using particle swarm optimization, Electrical Engineering, Springer, Vol. 90, issue 7, pp.503-510.

      [7] Tiwari P K, and Sood Y R," Optimal location of FACTS devices in power system using Genetic Algorithm", World Congress on Nature and Biologically Inspired Computing (NaBlC), 2009, pp. 1034-1040.

      [8] Mori H, Goto Y, “A parallel tabu search based method for determining optimal allocation of FACTS in power systems. IEEE International conference on power system technologies, 2000, pp.1077-1082.

      [9] Modi, P.K, Singh, S.P and Sharma, J.D., “Voltage stability evaluation of power system with FACTS devices using fuzzy neural networkâ€, Engineering Applications of Artificial Intelligence, Elsevier, Vol.20, no. 4, 2007, pp. 481-491.

      [10] Esmin, A.A.A., Torres, G., de Souza, A.C.Z. “A hybrid particle swarm optimization applied to loss power minimizationâ€, IEEE Transactions on Power System, Vol.20, no.2, 2005, pp.859–866.

      [11] Lin W.M, Lu K.H, Huang C. H, Ou T.C and Li Y.H, “Optimal location and capacity of STATCOM for voltage stability enhancement using ACO plus GA†IEEE/ASME International Conference on Advanced Intelligent Mechatronics Suntec Convention and Exhibition Center Singapore, July 14-17, 2009, pp.1915.1920.

      [12] Mohammed Osman Hassan, S. J. Cheng, Senior, Zakaria Anwar Zakaria “Steady-State Modeling of SVC and TCSC for Power Flow Analysis†Proceedings of the International MultiConference of Engineers and Computer Scientists 2009, Hong Kong, Vol II, 2009.

      [13] Noroozian M, Angquist L, Ghandhari M, Anderson G “Improving Power System Dynamics by Series-Connected Facts Devicesâ€, IEEE Transactions on Power Delivery, Vol. 12, No. 4, 1997, pp.1635-1641.

      [14] Canlzares C.A and Faur Z.T, “Analysis of SVC and TCSC controllers in voltage collapse,†IEEE Transactions on Power system, Vol. 14, no 1, 1999, pp.158-165.

      [15] Misao Kimura, Choei Takahashi, HidetoKishibe, Yasuyuki Miyazaki, Yasuhiro Noro, and NaotakaIio “Modeling and Real-Time Simulation of UPFC†Electrical Engineering in Japan, Vol. 155, No. 1, 2006, pp.19-26.

      [16] N Karuppiah, V Malathi, G Selvalakshmi, “Optimal Placement and Sizing of Multi-type Facts Devices Using PSO and HSAâ€, International Conference on Swarm, Evolutionary, and Memetic Computing, 2014, 292-303

      [17] Esmat Rashedi Hossein Nezambadi pour, Saeid saryazdi, “GSA: A Gravitational Search Algorithmâ€, Information Sciences, vol. 179, no. 13, June 2009, pp. 2232-2248.

      [18] N Karuppiah, V Malathi, S Priyadevi, “Optimal Placement and Sizing of Multi Type FACTS Devices in Deregulated Environment for ATC Enhancement using Gravitational Search Algorithm, International Journal of Applied Engineering Research, vol. 10, no. 5, pp. 4404-4409, 2015.

      [19] S. Das and A. Biswas and S. Dasgupta and A. Abraham, "Bacterial Foraging Optimization Algorithm: Theoretical Foundations, Analysis, and Applications", in Foundations of Computational Intelligence Volume 3: Global Optimization, pages 23–55, Springer, 2009.

      [20] H. Amhriz-PBrez, E. Acha, and C. R. Fuerte-Esquivel, “Advanced SVC Models for Newton Raphson Load Flow and Newton Optimal Power Flow Studies,†IEEE Transactions On Power Systems, Vol. 15. No. 1, February, 2000, pp. 129-136.

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  • How to Cite

    Karuppiah, N., Muthubalaji, S., Ravivarman, S., Asif, M., & Mandal, A. (2018). Enhancing the performance of Transmission Lines by FACTS Devices using GSA and BFOA Algorithms. International Journal of Engineering & Technology, 7(4.6), 203-208. https://doi.org/10.14419/ijet.v7i4.6.20463

    Received date: 2018-09-29

    Accepted date: 2018-09-29

    Published date: 2018-09-25