Multi-agent approach to the planning of power transmission expansion

被引:50
作者
Yen, J [1 ]
Yan, YH
Contreras, J
Ma, PC
Wu, FF
机构
[1] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Hong Kong, Hong Kong, Peoples R China
[2] Univ Hong Kong, Dept Comp Sci & Informat Syst, Hong Kong, Hong Kong, Peoples R China
[3] Univ Castilla La Mancha, Escuela Tecn Super Ingn Ind, Ciudad Real 13071, Spain
[4] CUNY Bernard M Baruch Coll, Zicklin Sch Business, Dept Comp Informat Syst, New York, NY 10010 USA
[5] Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China
关键词
software agent; intelligent agent; bilateral shapley value; cooperative game theory;
D O I
10.1016/S0167-9236(99)00092-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
Deregulation and restructuring have become unavoidable trends to the power industry recently in order to increase its efficiency, to reduce operation costs, or to provide customers better services. The once centralized system planning and management must be remodeled to reflect the changes in the market environment. We have proposed and developed a multi-agent-based system to assist players, such as owners of power generation stations, owners of transmission lines, and groups of consumers, in the same market to select partners to form coalitions. The system provides users with a cooperation plan and its associated cost allocation plan for the users to support their decision-making process. Bilateral Shapley Value (BSV) was selected as the theoretical foundation to develop the system. The multi-agent system was developed by the combination of IDEAS [M. Klusch, Utilitarian coalition formation between autonomous agents for cooperative information gathering, in: S. Krin, G. O'hare (Eds.), Cooperative Knowledge Processing. Springer, London, 1996] and Tcl/Tk. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:279 / 290
页数:12
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