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CrocodileAgent 2018: Robust agent-based mechanisms for power trading in competitive environments

机译：CrocodileAgent 2018：在竞争环境中进行交易的强大基于代理的机制

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摘要

Besides the smart grid, future sustainable energy systems will have to employ a smart market approach where consumers are able choose one of many different energy providers. The Power Trading Agent Competition (Power TAC) provides an open source, smart grid simulation platform where brokers compete in power brokerage. This paper presents CrocodileAgent, which competed in the Power TAC 2018 finals as a broker agent. The main focus in the design and development of CrocodileAgent 2018 was the creation of smart time-of-use tariffs to reduce peak-demand charges. CrocodileAgent 2018 was ranked third in Power TAC 2018 Finals, with a positive final profit and a positive result in each of three game types. In addition, CrocodileAgent 2018 had the highest percentage of “profitable games” (91%) from among all competing agents, the second highest level of “net profit per standard deviation” (0.48) and the third highest “net profit per subscriber” (79 monetary units).
机译：除了智能电网，未来的可持续能源系统还必须采用智能市场方法，使消费者能够选择许多不同的能源提供商之一。电力交易代理人竞赛（Power TAC）提供了一个开源的智能电网模拟平台，经纪人可以在此竞争电力经纪。本文介绍了CrocodileAgent，该代理以经纪人身份参加了Power TAC 2018决赛。 CrocodileAgent 2018的设计和开发的主要重点是创建智能使用时间费率，以减少高峰需求费用。 CrocodileAgent 2018在Power TAC 2018决赛中排名第三，在三种游戏类型中每种都有正的最终利润和积极的结果。此外，在所有竞争代理商中，CrocodileAgent 2018的“可盈利游戏”百分比最高（91％），“每标准偏差净利润”第二高的水平（0.48）和“每位订户净利润”第三高（ 79个货币单位）。

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