Practical Application of a Multi-Agent Systems Society for Energy Management and Control
Practical Application of a Multi-Agent Systems Society for Energy Management and Control
复制标题
多智能体系统协会在能源管理与控制中的实际应用
DOI：
--
复制
发表时间：
2019
期刊：
影响因子：
--
通讯作者：
Z. Vale
中科院分区：
文献类型：
--
作者：
T. Pinto;Gabriel Santos;Z. Vale
电力和能源系统缺乏能够从整体上研究重大问题的决策支持系统。解决全球问题特定部分的多智能体系统之间的互操作性至关重要。本体简化了异构系统之间的互操作性，为各方之间交换的信息提供语义意义。本文介绍了多代理系统社会的实际应用，该系统使用本体来实现不同类型的基于代理的模拟器之间的互操作性，针对电力市场、智能电网和住宅能源管理的模拟和操作。基于真实数据的演示显示了所提出的方法在实现全面、自主和智能电力系统仿真研究方面的优势。
Power and energy systems lack decision-support systems that enable studying big problems as a whole. The interoperability between multi-agent systems that address specific parts of the global problem is essential. Ontologies ease interoperability between heterogeneous systems providing semantic meaning to the information exchanged between the various parties. This paper presents the practical application of a society of multi-agent systems, which uses ontologies to enable the interoperability between different types of agent-based simulators, directed to the simulation and operation of electricity markets, smart grids and residential energy management. Real data-based demonstration shows the proposed approach advantages in enabling comprehensive, autonomous and intelligent power system simulation studies.