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Intelligent agents for negotiation and game-based decision support in electricity markets

机译:电力市场中用于谈判和基于游戏的决策支持的智能代理

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摘要

In this paper we propose a Multi-Agent system architecture to simulate and analyse Competitive Electricity Markets combining bilateral trading with power exchange mechanisms. This Multi-Agent environment includes several heterogeneous and autonomous intelligent agents representing the different independent entities in Electricity Markets. Agents are endowed with historical information about the market including past strategies of other players, and have strategic behaviour to face the market. This paper focuses on the different negotiation mechanisms supported by the simulator, and on agents' strategic behaviour to face them. A special emphasis is devoted to the structure of market players, Seller and Buyer agents, particularly in what concerns their decision analysis process to face the challenging market. A detailed description of an algorithm for Decision Support is presented. This is a promising algorithm to improve agents bidding process and counter-proposals definition.
机译:在本文中,我们提出了一种Multi-Agent系统架构,以结合双边交易和电力交换机制来模拟和分析竞争性电力市场。这种多代理环境包括代表电力市场中不同独立实体的多个异构和自治智能代理。代理商具有与市场有关的历史信息,包括其他参与者的过去策略,并且具有面对市场的战略行为。本文着重于模拟器支持的不同协商机制,以及代理商面对它们的战略行为。特别强调市场参与者,卖方和买方代理商的结构,尤其是在涉及他们面对挑战市场的决策分析过程中。给出了用于决策支持的算法的详细描述。这是一种改进代理商投标过程和反提案定义的有前途的算法。

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