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A Stable Multi Agent based Optimization Approach for Load Shedding Control in Power Systems

by Nila P Divakaran, A Dyaneswaran
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 64 - Number 5
Year of Publication: 2013
Authors: Nila P Divakaran, A Dyaneswaran
10.5120/10632-5370

Nila P Divakaran, A Dyaneswaran . A Stable Multi Agent based Optimization Approach for Load Shedding Control in Power Systems. International Journal of Computer Applications. 64, 5 ( February 2013), 32-38. DOI=10.5120/10632-5370

@article{ 10.5120/10632-5370,
author = { Nila P Divakaran, A Dyaneswaran },
title = { A Stable Multi Agent based Optimization Approach for Load Shedding Control in Power Systems },
journal = { International Journal of Computer Applications },
issue_date = { February 2013 },
volume = { 64 },
number = { 5 },
month = { February },
year = { 2013 },
issn = { 0975-8887 },
pages = { 32-38 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume64/number5/10632-5370/ },
doi = { 10.5120/10632-5370 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:15:37.646876+05:30
%A Nila P Divakaran
%A A Dyaneswaran
%T A Stable Multi Agent based Optimization Approach for Load Shedding Control in Power Systems
%J International Journal of Computer Applications
%@ 0975-8887
%V 64
%N 5
%P 32-38
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents new approaches to update our existing load shedding scheme, planned for the coming years. If generation in power system is insufficient to power all loads, efficient load shedding operations may need to be deployed to maintain the supply demand balance. This paper proposes a distributed multi agent based Particle Swarm Optimization, which can make the efficient load shedding decision based on the global information. This method integrates the multi agent system and PSO algorithm. In order to obtain optimal solution quickly, each agent competes and corporate with its neighbors, and it can also learn by using its knowledge. According to this algorithm, total net active power and operating status of loads can be discovered accurately even with faults.

References
  1. F. Shokooh, J. J. Dai, S. Shokooh, J. Taster, H. Castro, T. Khandelwal, and G. Donner, "An intelligent load shedding (ILS) system application in a large industrial facility," in Proc. 14th IAS Annu. Meeting, 2005, vol. 1, pp. 417–425.
  2. S. Borg, G. Andersson, D. J. Hill, and I. A. Hiskens, "On influence of load modeling for under voltage load shedding studies," IEEE Trans. Power Syst. , vol. 13, no. 2, pp. 395–400, May 1998.
  3. B. Otomega,M. Glavic, and T. Van Cutsem, "Distributed under voltage load shedding," IEEE Trans. Power Syst. , vol. 22, no. 4, pp. 2283–2284, Nov. 2007.
  4. V. V. Terzija, "Adaptive under frequency load shedding based on the magnitude of the disturbance estimation," IEEE Trans. Power Syst. , vol. 21, no. 3, pp. 1260–1266, Aug. 2006.
  5. B. Hamid, O. Abderrahmane, G. Nadir, M. Farid, and E. M. Nikos, "A new approach applied to adaptive centralized load shedding scheme," in Proc. 8th WSEAS Int. Conf. , 2009, pp. 28–33.
  6. H. Seyedi and M. Sanaye-Pasand, "New centralized adaptive load-shedding algorithms to mitigate power system blackouts," IET Gen. , Transm. , Distrib. , vol. 3, no. 1, pp. 99–114, 2009.
  7. M. Wooldridge, "An Introduction to Multiagent Systems". New York: Wiley, 2002.
  8. Zhao B, Guo C. X, and Y. J. Cao, "A Multiagent-Based Particle Swarm Optimization Approach for Optimal Reactive Power Dispatch" IEEE Transactions on Power Systems, vol. 20, no. 2, may 2005.
  9. Yinliang Xu, Wenxin Liu, "Stable Multi-Agent-Based Load Shedding Algorithm for Power Systems" IEEE Transactions on Power Systems, vol. 26, no. 4, November 2011.
  10. T. L. Baldwin and S. A. Lewis, "Distribution load flow methods for shipboard power systems," IEEE Trans. Ind. Appl. , vol. 40, no. 5, pp. 1183–1190, Sep. /Oct. 2004.
  11. Yamille del Valle, Ganesh Kumar Venayagamoorthy, Salman Mohagheghi , Jean-Carlos Hernandez, and Ronald G. Harley, "Particle Swarm Optimization: Basic Concepts, Variants and Applications in Power Systems" IEEE Transactions on Evolutionary computation, vol. 12, no. 2, april 200
  12. J. M. Solanki, S. Khushalani, and N. N. Schulz, "A multi-agent solution to distribution systems restoration," IEEE Trans. Power Syst. , vol. 22, no. 3, pp. 1026–1034, Aug. 2007.
  13. K. Huang, D. A. Cartes, and S. K. Srivastava, "A multiagent-based algorithm for ring-structured shipboard power system reconfiguration," IEEE Trans. Syst. , Man, Cybern. C, Appl. Rev. , vol. 37, no. 5, pp. 1016–1021, Sep. 2007.
  14. F. Xiao, L. Wang, and Y. Jia, "Fast information sharing in networks of autonomous agent," in Proc. American Control Conf. , 2008, pp. 4388–4393.
  15. R. Olfati-Saber and R. M. Murray, "Consensus problems in networks of agents with switching topology and time-delays," IEEE Trans. Autom. Control, vol. 49, no. 9, pp. 1520–1533, Sep. 2004.
Index Terms

Computer Science
Information Sciences

Keywords

Multi Agent System Particle swarm optimization Load shedding Voltage Stability

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