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Multi-agent systems applied for energy systems integration: State-of-the-art applications and trends in microgrids

机译:应用于能源系统集成的多主体系统:微电网的最新应用和趋势

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摘要

Mini/microgrids are a potential solution being studied for future systems relying on distributed generation. Given the distributed topology of the emerging smart grid systems, different solutions have been proposed for integrating the new components ensuring communication between existing ones. The multi-agent systems paradigm has been advocated as a useful and promising tool for a wide range of applications. In this paper, the major issues and challenges in multi-agent system and smart microgrids are discussed. We present a review of state-of-the-art applications and trends. By discussing the possibilities considering what has been done, future applications, with attention to renewable energy resources integration in emerging scenarios, are placed on the agenda. It is suggested that further studies keep growing in this direction, which will be able to decentralize the high complex energy system, allowing users to participate in the system more actively. This step may decentralize the infrastructure, giving more weight to society wishes, as well as facilitating maintenance, reducing costs and opening a the door for innovative ideas for low-cost based equipment. On the other hand, letting several combinatorial optimization problems opened to be improved and discussed along the next coming years. (C) 2016 Elsevier Ltd. All rights reserved.
机译:微型/微电网是正在为依赖分布式发电的未来系统研究的潜在解决方案。考虑到新兴智能电网系统的分布式拓扑,已提出了用于集成新组件以确保现有组件之间通信的不同解决方案。多主体系统范例已被提倡为广泛应用的有用和有前途的工具。本文讨论了多智能体系统和智能微电网中的主要问题和挑战。我们介绍了最新的应用程序和趋势。通过讨论考虑已完成工作的可能性,未来的应用,以及在新兴场景中关注可再生能源整合的问题,都被提上了议事日程。建议进一步研究朝这个方向发展,这将能够分散高复杂度的能源系统,使用户更积极地参与该系统。此步骤可能会分散基础结构,使更多的社会责任感得到体现,并便于维护,降低成本并为低成本设备的创新构想打开一扇门。另一方面,让数个组合优化问题开始改进并在接下来的几年中进行讨论。 (C)2016 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Applied Energy》 |2017年第1期|820-832|共13页
  • 作者单位

    Grp Causa Humana, Ouro Preto, Brazil|Univ Fed Fluminense, Inst Comp Sci, Niteroi, RJ, Brazil|Univ Fed Minas Gerais, Grad Program Elect Engn, Belo Horizonte, MG, Brazil;

    Braude Coll Engn, Dept Software Engn, Karmiel, Israel;

    Grp Causa Humana, Ouro Preto, Brazil|Univ Estado Rio de Janeiro, Dept Comp Sci, Rio De Janeiro, Brazil;

    North China Elect Power Univ, Sch Elect & Elect Engn, Beijing 102206, Peoples R China;

    Univ Fed Minas Gerais, Dept Elect Engn, Belo Horizonte, MG, Brazil;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Multi-agent systems; Smart grid; Microgrid; Smart-microgrids; Integrated energy systems;

    机译:多主体系统;智能电网;微电网;智能微电网;综合能源系统;

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