Agent-based retail electricity market: Modeling and analysis

被引：0

作者：

Yu, J ^{[1
]}

Zhou, JZ ^{[1
]}

Yang, JJ ^{[1
]}

Wu, W ^{[1
]}

Fu, B ^{[1
]}

Liao, RT ^{[1
]}

机构：

[1] Huazhong Univ Sci & Technol, Dept Hydropower & Informat Engn, Wuhan 430074, Peoples R China

来源：

PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2004年

关键词：

intelligent agent; colored Petri nets; retail electricity market; hybrid method; communication and cooperation;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In the past decades, power systems in the whole world have been facing pressure to be deregulated or restructured. This research has designed an agent-based retail electricity market to simulate the trading procedure in modern power systems, and utilize Colored Petri nets technology to present the communications and cooperation of agents in the market. We design four kinds of participant agents: Power Exchanger Agent(PXA), Power User Agents(PUAs), Retail Company Agents(RCAs) and Independent Power Plant Agents (IPPAs). PXA is supervisor of the marketplaces in charge of opening and closing the market, and dealing with the trading request from the other agents, avoiding conflicts with constraints of power transmission grids. The other three kinds of agents could enter the marketplace arbitrary if it opens and freely select their satisfied consumers/providers, which are the chief distinctions of our design. The results of analysis show that the proposed retail electricity market could increase efficiency, reduce operational costs and give consumers more alternatives. Though it has more latently conflicts and concurrencies, which cause a little complication, we successfully deal with them by colored Petri nets.

引用

页码：95 / 100

页数：6

共 10 条

[1]

BOWER J, 2001, IEEE T EVOLUTIONARY, V5, P493

[2]

GROSSKALAGS J, 2003, P IEEE WIC INT C INT, P400

[3] SEPIA - A simulator for electric power industry agents [J].

Harp, SA ;

Brignone, S ;

Wollenberg, BF ;

Samad, T .

IEEE CONTROL SYSTEMS MAGAZINE, 2000, 20 (04) :53-69

[4]

JENSEN K, 1997, COLORED PETRI NETS, V1

[5]

LIVIK K, 2000, P 2000 IEEE PES WINT, P835

[6]

MCCLANAHAN RH, 2001, RUR EL POW C LITT RO

[7]

Monclar F., 2001, P 2001 INT C INT SYS, P207

[8]

*PAL ALT EPRI URL, AUCT AG EL POW IND

[9]

WALDEN ML, 2000, CONSUMER INTEREST AN, V46

[10]

WU F, 1998, P 31 ANN HAW INT C 3, V3

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