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Bidding method of distributed energy resource in micro-grid based on artificial immunity

机译:基于人工免疫的微电网分布式能源竞价方法

摘要

The present invention discloses a micro-grid distributed energy resource bidding method based on artificial immunity including the following steps: processing the collected information by a bidding unit agent to form artificial immune antigen of quotation environmental; performing solving based on artificial immune algorithm to obtain antibody meeting the interest of a distributed energy resource; and decoding the antibody to obtain a bidding scheme of the distributed energy resource. The present invention utilizes artificial immune intelligent algorithm with strong ability of information processing and self-adaption, thus solving the problem of uncontrollable bidding under complicated environment. Uncertainty problem resulted by the intermittent power supply is overcomed by the capability of self-adaption and defect tolerance of artificial immunity during bidding process. In addition, the coordination of entire micro-grid MAS is improves by coordinated evolution of artificial immunity.
机译:本发明公开了一种基于人工免疫的微电网分布式能源招标方法,包括以下步骤:通过招标单位代理对收集到的信息进行处理,形成报价环境的人工免疫抗原。基于人工免疫算法求解,以获得满足分布式能源需求的抗体;解码抗体以获得分布式能源的竞标方案。本发明利用人工免疫智能算法,具有强大的信息处理能力和自适应能力,从而解决了复杂环境下的投标无法控制的问题。投标过程中的自适应能力和人工免疫的容错能力可以克服由间歇性电源引起的不确定性问题。此外,通过人工免疫的协调发展,改善了整个微电网MAS的协调性。

著录项

  • 公开/公告号US10628742B2

    专利类型

  • 公开/公告日2020-04-21

    原文格式PDF

  • 申请/专利权人 TIANJIN UNIVERSITY;

    申请/专利号US201515509512

  • 发明设计人 XIANGYU KONG;

    申请日2015-04-26

  • 分类号G06N3/12;H02J3;G06N3;G06N7;H02J3/38;H02J3/46;G06N5/02;

  • 国家 US

  • 入库时间 2022-08-21 11:29:37

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