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

Kim, Hak-Man; Kinoshita, Tetsuo; Lim, Yu-Jin

doi:10.5370/jeet.2011.6.2.284

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

Journal of electrical engineering & technology, v.6 no.2, 2011년, pp.284 - 292

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)

Abstract ▼ AI-Helper

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.

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가설 설정

In this study, MGOCC should establish an operation plan for the next interval, and should implement an operation plan established during the previous interval (Fig. 3), similar to the operation of power grids [3]. In addition, the MOGCC should solve the load-shedding problems whenever supply shortages occur in the islanded mode.

제안 방법

For communications among agents, messages are sent using the agent communication language (ACL). In this paper, a modified version of the knowledge query and manipulation language as the ACL is used. A message format and a template format used in the proposed multiagent system, respectively, are shown below [11]:
, linear order); hence, the total processing time of the proposed method is in linear order. To confirm the time complexity of the proposed method, Test 2 was conducted for three cases using 10, 20, and 30 load agents. Table 2 shows the number of agents of the three cases.

대상 데이터

Test 1 checks whether the proposed load-shedding scheme based on the Talmud rule works well in the proposed agent-based microgrid with 10 load agents. In Test 2, the processing time for solving load shedding according to the number of load agents is checked to test the feasibility of application in fields.

참고문헌 (18)

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상세보기
A. L. Dimeas, and N. D. Hatziargyriou, “A Multiagent System for Microgrids”, 2004 IEEE Power Engineering Society General Meeting, pp. 55-58 June 2004
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원문보기 상세보기
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M. Wooldridge, An Introduction to Multiagent Systems, 2nd Edition, A John Wiley and Sons, Ltd, Publication, 2009.
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.

상세보기
J. D. Moreno-Ternero, and A. Villar, “The Talmud rule and the securement of agents’ awards”, Mathematical Social Sciences, pp.245-257, 2004
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상세보기
W. Thomson, “Axiomatic and game-theoretic analysis of bankruptcy and taxation problems: a survey,” Mathematical social science, Vol. 45, pp. 249-297, 2003.

상세보기
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상세보기
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IDEA/DASH Tutorial [Online]. Available: http:// www.ka.riec.tohoku. ac.jp/idea/index.html.
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.

상세보기
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.

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