CFP last date
20 January 2025
Reseach Article

Application of Multi Agent System

by J. Dinesh, M. Yogesh, M. Hemachandran, G. Uvaraj
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 66 - Number 1
Year of Publication: 2013
Authors: J. Dinesh, M. Yogesh, M. Hemachandran, G. Uvaraj
10.5120/11052-5949

J. Dinesh, M. Yogesh, M. Hemachandran, G. Uvaraj . Application of Multi Agent System. International Journal of Computer Applications. 66, 1 ( March 2013), 46-50. DOI=10.5120/11052-5949

@article{ 10.5120/11052-5949,
author = { J. Dinesh, M. Yogesh, M. Hemachandran, G. Uvaraj },
title = { Application of Multi Agent System },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 66 },
number = { 1 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 46-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume66/number1/11052-5949/ },
doi = { 10.5120/11052-5949 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:21:14.007201+05:30
%A J. Dinesh
%A M. Yogesh
%A M. Hemachandran
%A G. Uvaraj
%T Application of Multi Agent System
%J International Journal of Computer Applications
%@ 0975-8887
%V 66
%N 1
%P 46-50
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper deals with the application of a multi agent system (MAS) for service restoration in distributed power systems. In this paper, the part of the service restoration process which deals with restoring power to consumers in case of an outage, is considered. A restoration strategy based on agent technology has been formulated. This strategy proposes a method for prioritizing certain consumers as part of the restoration process. A multi agent system has been developed in JADE, a software framework specifically suited for the development of agent software systems. A simple distribution network has been used as the basis for simulating the operation of the MAS. In order to verify the capability of the MAS software, it has been tested with two kinds of fault scenarios occurring in the distribution network. , it has been considered how to connect a MAS developed in JADE with a model of a physical network. The intention for this has been the potential for simulating the interaction between the MAS in JADE and a realistic physical model of a distribution network. Matlab Simulink has been used to build a model of a physical network and a communication between Matlab and JADE has been established. The MAS has been seen to perform successfully to different fault scenarios. The results of this paper have been a demonstration of a multi agent system as an approach to power service restoration. Thus, it has been demonstrated how FIPA protocols and ontologies can be utilized in a multi agent system to add intelligence to the service restoration process.

References
  1. I. H. Lim, S. Hong M. S. Choi, S. J. Lee, and B. N. Ha, A distributed communication architecture based on the peer-to-peer model for enhancing distribution automation system services, Tran. Of KIEE, Vol. 56:3, pp. 443-450, 2007.
  2. Nagata, T, Sasaki, H. , "A multi-agent approach to power system restoration", IEEE Trans. Power Syst. , Vol 17, pp. 457 - 462, May 2002.
  3. Nagata, T. , Tahara, T. , Fujita, H. . , "An Agent Approach to Power System Distribution Networks", ISCAS 2005. IEEE International Symposium on, Vol 5, pp. 4737 - 4742, May 2005.
  4. Nordman, M. M. , Lehtonen, M. , "An agent concept for managing electrical distribution networks", Power Delivery, IEEE Transactions on, Vol 20, pp 696-703, April, 2005.
  5. Kwang-Ho Jung, Myeon-Song Choi, et, al, "A Service Restoration Algorithm for Power Distribution Networks Applying the Multi- Agent System", KIEE International Trans. Vol. 5-2, pp. 125-131, 2005.
  6. Murty Yalla, Mark Adamiak, et. Al, "Application of Peer-to-Peer Communication for Protective Relaying", IEEE Transactions on Power Delivery, Vol, 17, No. 2, 2002.
  7. Baxevanos, I. S. , Labridis, D. P. , "Implementing Multi Agent Systems Technology for Power Distribution Network Control and Protection Management", Power Delivery, IEEE, Transactions on, Vol 22, pp 433- 443, Jan, 2007.
  8. Nordman, M. M. , Lehtonen, M. , "Distributed Agent-based State estimation for electrical distribution networks", Power System, IEEE, Transactions on, Vol 20, pp 652-658, May, 2005.
  9. The Foundation for Intelligent Physical Agents: http://www. fipa. org
  10. MACSIMJX [Online], Available: http://agentcontrol. co. uk
  11. Eclipse Helio [Online], Available: http://www. eclipse. org/org
  12. T. Sakaguchi and K. Matsumoto, "Development of a knowledge based system for power system restoration," IEEE Trans. Power
  13. Apparat. Syst. , vol. PAS-102, pp. 320–329, Feb. 1983.
  14. J. Gutierrez and M. Staropolsky, "Policies for restoration of a power system," IEEE Trans. Power Syst. , vol. PWRS-2, pp. 436–442, 1987.
  15. T. E. McDermott, I. Drezga, and R. P. Broadwater, "A heuristic nonlinear constructive method for distribution system," IEEE Trans. Power Syst. , vol. 14, pp. 478–483, 1999.
  16. M. M. Adibi, "New approach in power system restoration," IEEE Trans. Power Syst. , vol. 7, pp. 1428–1434, 1992.
  17. T. Nagata, H. Sasaki, and R. Yokoyama, "Power system restoration by joint usage of expert system and mathematical programming Approach," IEEE Trans. Power Syst. , vol. 10, no. 3, pp. 1473–1479, 1995.
  18. S. Lee, S. Lim, and B. Ahn, "Service restoration of primary distribution systems based on fuzzy evaluation of multi-criteria," IEEE Trans. Power Syst. , vol. 13, pp. 1156–1163, 1998.
  19. Nagata T, Sasaki H. A Multi-Agent Approach to Power System Restoration. Power. 2002; 17(2):457-462.
  20. T. Nagata and H. Fujita, "An autonomous agent for power system restoration," IEEE Power Engineering Society General Meeting, 2004, pp. 1069-1074.
  21. J. M. Solanki, "A Multi-Agent Solution to Distribution Systems Restoration," IEEE Transactions on Power Systems, vol. 3, Aug. 2007, pp. 41-1034.
  22. S. Rahman, M. Pipattanasomporn and Y. Teklu, "Intelligent Distributed Autonomous Power Systems (IDAPS)", in Proc. Of the IEEE PES Annual General Meeting, Tampa, Florida, pp. 8, 2007.
  23. S. Rahman, M. Pipattanasomporn, H. Feroze. Multi-Agent Systems in a Distributed Smart Grid: Design and Implementation. In Proc. IEEE PES 2009 Power System Conference and Exposition (PSCE'09), March 2009, Seattle, Washington, USA.
  24. P. Li, B. Song, W. Wang, and T. Wang, "Multi-agent Approach for Service Restoration of Microgrid," Industrial Electronics, 2010, pp. 962-966.
  25. Prymek, M. ; Horak, A. ; "Multi-agent framework for power systems simulation and monitoring," Information and Communications Technology, 2005. Enabling Technologies for the New Knowledge Society: ITI 3rd International Conference on , vol. , no. , pp. 525-538,
  26. Jiang Chang; Shu-Yun Jia; ""Modeling and application of wind- solar energy hybrid power generation system based on multi-agent technology,"" Machine Learning and Cybernetics, 2009 International Conference on , Vol. 3, no. , pp. 1754-1758, 12-15 July 2009.
  27. Shuyun Jia; Jiangchang; "Design and implementation of MAS in renewable energy power generation system," Human System Interactions (HSI), 2010 3rd Conference on , vol. , no. , pp. 85-88, 13-15 May20105-6Dec. 2005.
Index Terms

Computer Science
Information Sciences

Keywords

Load Restoration Multi-Agent System (MAS) Decentralized solution