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Placement of SVC for Multi-objective Function using RCGA

by Ankita Singh, Shishir Dixit
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 120 - Number 11
Year of Publication: 2015
Authors: Ankita Singh, Shishir Dixit
10.5120/21275-4268

Ankita Singh, Shishir Dixit . Placement of SVC for Multi-objective Function using RCGA. International Journal of Computer Applications. 120, 11 ( June 2015), 34-41. DOI=10.5120/21275-4268

@article{ 10.5120/21275-4268,
author = { Ankita Singh, Shishir Dixit },
title = { Placement of SVC for Multi-objective Function using RCGA },
journal = { International Journal of Computer Applications },
issue_date = { June 2015 },
volume = { 120 },
number = { 11 },
month = { June },
year = { 2015 },
issn = { 0975-8887 },
pages = { 34-41 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume120/number11/21275-4268/ },
doi = { 10.5120/21275-4268 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:05:59.408819+05:30
%A Ankita Singh
%A Shishir Dixit
%T Placement of SVC for Multi-objective Function using RCGA
%J International Journal of Computer Applications
%@ 0975-8887
%V 120
%N 11
%P 34-41
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper addresses the optimal placement of static var compensators (SVCs) in a power system network in such a manner that power loss, voltage deviation and installation cost is minimized. Voltage deviation is minimized by improving voltage profile. The aim of this study is to minimizing the power loss, voltage deviation and installation cost under critical contingency and increasing load condition in power system network. The multi-objective function is carried out in this study. RCGA is used to solve the optimization problem in this paper which is one of the heuristic methods. Real Coded Genetic Algorithm optimization helps in determining the location of the SVC. The proposed approach has been tested on IEEE-30 Bus test system with different objectives. It has also been observed, we can apply this algorithm to larger systems with computational difficulties. The obtained results show that the suggested method of SVC placement is effective in reducing the real power loss, voltage deviation and installation cost during normal as well as critical contingency cases.

References
  1. J. G. Singh, S. N. Singh, S. C. Srivastava, "An Approach for Optimal Placement of Static VAr Compensators Based on Reactive Power Spot Price", IEEE Transactions On Power Systems, Vol. 22, No. 4, November 2007.
  2. Pavlos S. Georgilakis ,Peter G. Vernados, "Flexible AC Transmission System Controllers: An Evaluation" in Materials Science Forum, Switzerland, 2011.
  3. Shishir Dixit, Ankita Singh, "An Overview of Placement of TCSC For Enhancement of Power System Stability" in IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2014), Nov 08-10, 2014, JRNRV University, Udaipur.
  4. Ankita Singh, Shishir Dixit, "Placement of SVC Using Genetic Algorithm for Enhancement of Power System Stability" in National Conference IIEE-15 organized by Department of Elelctrical Engineering on Feb 10-11, 2015, MITS Gwalior
  5. Siti Amely Jumaat, Ismail Musirin, Muhammad Murtadha Othman, Hazlie Mokhlis, "Transmission Loss Minimization Using SVC Based on Particle Swarm Optimization" in ISIEA-2011, September 25-28, 2011, Johor, Malaysia.
  6. Ankita Singh, Shishir Dixit, "GA Based Optimal Placement of SVC for Minimizing Installation Cost and Voltage Deviations" in International conference on Emerging Trends in Computer Science & Applications (ETCSA-2015) on April 7-8, 2015, RJIT Tekanpur.
  7. S. Sakthivel, Dr. D. Mary, R. Vetrivel, V. Senthamarai Kannan, "Optimal Location of SVC for Voltage Stability Enhancement under Contingency Condition through PSO Algorithm" in International Journal of Computer Applications (0975 – 8887),Tamil Nadu, India.
  8. Reza Sirjani, Azah Mohamed, Hussain Shareef, "Optimal placement and sizing of Static Var Compensators in power systems using Improved Harmony Search Algorithm" Kebangsaan Malaysia (UKM).
  9. B. Chandra sekhar, Dr. N Visali, "Optimal Placement of SVC with Cost Effective Function Using Particle Swarm Optimization" in International Journal of Emerging Trends in Engineering Research JNTUACE Pulivendula, India. Vol. 1 No. 2, October, 2013.
  10. M. A. Abido, "Optimal Power Flow Using Particle Swarm Optimization".
  11. Mugdha Bhandari, Sri. G. N. Madhu, "Genetic Algorithm Based Optimal Allocation of SVC for Reactive Power Loss Minimization in Power Systems" in International Journal of Electrical, Electronics and Data. Communication, Vol-2, Oct. -2014, Davangere, Karnataka.
  12. K. Vijayakumar, Dr. R. P. Kumudinidevi, "A New Method For Optimal Location Of Facts Controllers Using Genetic Algorithm" in Journal of Theoretical and Applied Information Technology.
  13. H. A. Hassonny. K. Pfeiffer, Firas M. Tuaimah, " V/VAR Control for the Iraqi National SHV Grid by Optimum Placement of SVC using Genetic Algorithm" in International Journal of Computer Applications (0975 – 8887) Volume 66, No. 12, March 2013
  14. El. M M. Metwally , El. AA. Emary , El. FM. Bendary and M. I. Mosaad , " Optimal allocation of FACTS devices inpower system using genetic algorithms," in Proc. MEPCON 2008, IEEE conference.
  15. Shishir Dixit, Laxmi Shrivastava, Ganga Agnihotri, "Optimal Location and Sizing of STATCOM for minimizing power loss and improving voltage profile using GA" has been accepted for publication in International Journal of Communication Systems and Networks.
  16. Shishir Dixit1, Laxmi Srivastava, Ganga Agnihotri, "Optimal Allocation of SVC for Minimization of Power Loss and Voltage Deviation using NSGA-II" in International Journal of Advanced Science and Technology, Vol. 71, 2014.
  17. R. Benabid, M. Boudour, "Optimal Location and Size of SVC and TCSC for Multi-objective Static Voltage Stability Enhancement" Algiers (Algeria).
  18. Shishir Dixit, Laxmi Shrivastava, Ganga Agnihotri, Rahul Dubey, "Ideal Location of Shunt FACTS Devices Using Heuristic Optimization Techniques: A Litrature Survey".
  19. S. Chansareewittaya, P. Jirapong, "Power Transfer Capability Enhancement with Multitype FACTS Controller Using Particle Swarm Optimization," in Proc IEEE TENCON 2010.
  20. Shishir Dixit, Laxmi Srivastava, Ganga Agnihotri, " Minimization of Power Loss and Voltage Deviation by SVC Placement Using GA" in International Journal of Control and Automation, Vol. 7, 2014.
  21. Shishir Dixit, Ganga Agnihotri, Laxmi Srivastava, "Optimal SVC Placement in Electric Power System Using NSGA-II" in International Journal of Control and Automation, Vol. 7, 2014.
  22. N. Suresh, Kiran Kumar Kuthadi, "Enhancement of Voltage Stability through Optimal Placement of Facts Controllers in Power Systems" in American Journal of Sustainable Cities and Society, Vol. 1 July 2012 in Nagpur, Maharashtra, India.
  23. S. A. Jumaat, I. Musirin, M. M. Othman, H. Moklis, "Computational Intelligence Based Technique in Multiple Facts Devices Installation for Power System Security" Vol. 46 , No. 2 in Journal of Theoretical and Applied Information Technology, December 31st, 2012, Johor, Malaysia.
  24. Shraddha Udgir, Sarika Varshney, Laxmi Srivastava Optimal Placement and Sizing of SVC for Voltage Security Enhancement" in International Journal of Computer Applications, Vol 32, No. 6, October 2011.
  25. M. Saravanan et al. "Application of particle swarm optimization technique for optimal location of FACTS devices considering cost of installation and system loadability", Electric Power System Research 77 (2007) 276-283.
  26. K. Vijayakumar, Dr. R. P. Kumudinidevi, "A New Method For Optimal Location Of Facts Controllers Using Genetic Algorithm" in Journal of Theoretical and Applied Information Technology, 2005 – 2007.
  27. A. Kazemi, and B. Badrzadeh, "Modeling and Simulation of SVC and TCSC to Study their Limits on Maximum Loadability Point," Electrical Power and Energy Systems, Vol. 26, pp. 619-626, Apr. 2004.
Index Terms

Computer Science
Information Sciences

Keywords

FACTS devices Genetic Algorithm SVC Voltage Profile Voltage deviation Power Loss Installation Cost

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