Journal of Electrical Engineering and Technology

  • 제6권2호
  • /
  • Pages.284-292
  • /
  • 2011
  • /
  • 1975-0102(pISSN)
  • /
  • 2093-7423(eISSN)
대한전기학회 (The Korean Institute of Electrical Engineers)
권호 표지
DOI QR코드

DOI QR Code

Talmudic Approach to Load Shedding of Islanded Microgrid Operation Based on Multiagent System

  • Kim, Hak-Man (Dept. of Electrical Engineering, University of Incheon) ;
  • Kinoshita, Tetsuo (Research Institute of Electrical Communication, Graduate School of Information Science, Tohoku University) ;
  • Lim, Yu-Jin (Dept. of Information Media, Univ. of Suwon)
  • 투고 : 2010.07.27
  • 심사 : 2011.01.12
  • 발행 : 2011.03.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

This paper presents a load-shedding scheme using the Talmud rule in islanded microgrid operation based on a multiagent system. Load shedding is an intentional load reduction to meet a power balance between supply and demand when supply shortages occur. The Talmud rule originating from the Talmud literature has been used in bankruptcy problems of finance, economics, and communications. This paper approaches the load-shedding problem as a bankruptcy problem. A load-shedding scheme is mathematically expressed based on the Talmud rule. For experiment of this approach, a multiagent system is constructed to operate test islanded microgrids autonomously. The suggested load-shedding scheme is tested on the test islanded microgrids based on the multiagent system. Results of the tests are discussed.

키워드

참고문헌

  1. A. L. Dimeas, and N. D. Hatziargyriou, “Operation of a Multiagent System for Microgrid Control,” IEEE Trans. on Power Systems, Vol. 20, No. 3, pp.1447- 1455, Aug. 2005. https://doi.org/10.1109/TPWRS.2005.852060
  2. A. L. Dimeas, and N. D. Hatziargyriou, “A Multiagent System for Microgrids”, 2004 IEEE Power Engineering Society General Meeting, pp. 55-58 June 2004
  3. H.-M. Kim, and T. Kinoshita, “A Multiagent System for Microgrid Operation in the Grid-interconnected Mode,” Journal of Electrical Engineering & Technology, Vol. 5, No. 2, pp. 246-254, June 2010. https://doi.org/10.5370/JEET.2010.5.2.246
  4. H.-M. Kim, and T. Kinoshita, “Multiagent System for Microgrid Operation based on a Power Market Environment,” INTELEC 2009, Incheon, Korea, Oct. 2009.
  5. M. Wooldridge, An Introduction to Multiagent Systems, 2nd Edition, A John Wiley and Sons, Ltd, Publication, 2009.
  6. R. J. Aumann, and M. Michael, “Game theoretic analysis of a bankruptcy problem from the Talmud,” Journal of economic theory, Vol. 36, pp. 195-213, 1985. https://doi.org/10.1016/0022-0531(85)90102-4
  7. J. D. Moreno-Ternero, and A. Villar, “The Talmud rule and the securement of agents’ awards”, Mathematical Social Sciences, pp.245-257, 2004
  8. H. Yaiche, R. R. Mazumdar, and C. Rosenberg, "A game theoretic framework for bandwidth allocation and pricing in broadband networks," IEEE/ACM Trans. on networking, Vol. 8, No. 5, pp. 667-678, 2000. https://doi.org/10.1109/90.879352
  9. W. Thomson, “Axiomatic and game-theoretic analysis of bankruptcy and taxation problems: a survey,” Mathematical social science, Vol. 45, pp. 249-297, 2003. https://doi.org/10.1016/S0165-4896(02)00070-7
  10. S. Russell and P. Norvig, Artificial Intelligence - A Modern Approach, 3rd Edition, Pearson, 2010.
  11. T. Kinoshita (Ed.), Building Agent-based Systems, The Institute of Electronics, Information and Communication Engineers (IEICE), Japan, 2001. (in Japanese)
  12. R. G. Smith, “The Contract Net Protocol: High-level Communication and Control in a Distributed Problem Solver,” IEEE Trans. on Computer, Vol. C-29, No. 12, pp. 1104-1113, Dec. 1980. https://doi.org/10.1109/TC.1980.1675516
  13. G Weiss, editor, Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, The MIT press, 1999.
  14. T. Kinoshita, and K. Sugawara, “ADIPS Framework for Flexible Distributed Systems,” T. Ishide (ed.), Multiagent Platforms, LNAI 1599, pp. 18-32, 1998.
  15. T. Uchiya, T. Maemura, L. Xiaolu, and T. Kinoshita, “Design and Implementation of Interactive Design Environment of Agent System,” Proc. of 20th Int. Conf. Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2007), LNAI4570, AAAI/ACM, pp. 1088-1097, 2007.
  16. IDEA/DASH Tutorial [Online]. Available: http:// www.ka.riec.tohoku. ac.jp/idea/index.html.
  17. H.-M. Kim, T. Kinoshita, and M.-C. Shin, A Multiagent System for Autonomous Operation of Islanded Microgrid based on a Power Market Environment, Energies, Vol. 3, Issue 12, pp. 1972-1990, Dec. 2010. https://doi.org/10.3390/en3121972
  18. H.-M. Kim, T. Kinoshita, Y. Lim, and T.-H. Kim “Talmud Rule Approach to Load-shedding in Agentbased Microgrid Operation”, In T.-H. Kim, A. Stoica, R.-S. Chang (Eds), Sercurity-Enriched Urban Computing and Smart Grid, Communications in Computer and Information Science, Vol. 78, pp. 621-628, Springer-Verlag Berlin Heidelberg, SUcomS 2010, Daejeon, Korea, Sep. 2010.

피인용 문헌

  1. A Physarum -inspired optimization algorithm for load-shedding problem vol.61, 2017, https://doi.org/10.1016/j.asoc.2017.07.043
  2. An Optimal Operation Model of A Centralized Micro-Energy Network vol.62, pp.10, 2013, https://doi.org/10.5370/KIEE.2013.62.10.1451
  3. SMES application for frequency control during islanded microgrid operation vol.484, 2013, https://doi.org/10.1016/j.physc.2012.03.065
  4. Optimal Microgrid Operation Considering Fuel Cell and Combined Heat and Power Generation vol.62, pp.5, 2013, https://doi.org/10.5370/KIEE.2013.62.5.596
  5. Priority-Based Hierarchical Operational Management for Multiagent-Based Microgrids vol.7, pp.12, 2014, https://doi.org/10.3390/en7042051
  6. Traffic Rerouting Strategy against Jamming Attacks in WSNs for Microgrid vol.8, pp.4, 2012, https://doi.org/10.1155/2012/234029
  7. Strategic bidding using reinforcement learning for load shedding in microgrids vol.40, pp.5, 2014, https://doi.org/10.1016/j.compeleceng.2013.12.013
  8. A Novel Frequency Tracker for Islanded-Mode Operation in Microgrid vol.60, pp.7, 2011, https://doi.org/10.5370/KIEE.2011.60.7.1331
  9. An Intelligent Multiagent System for Autonomous Microgrid Operation vol.5, pp.12, 2012, https://doi.org/10.3390/en5093347
  10. Designing an Energy Storage System Fuzzy PID Controller for Microgrid Islanded Operation vol.4, pp.9, 2011, https://doi.org/10.3390/en4091443
  11. A Bargaining approach to optimizing load shedding in islanded microgrid operation vol.30, pp.6, 2013, https://doi.org/10.4103/0256-4602.125669
  12. Microgrids Emergency Control and Protection vol.2, pp.1, 2013, https://doi.org/10.4018/ijeoe.2013010106