基于智能代理的变电站本地主站(LMS)体系结构:挑战与优势

C. Picasso-Blanquel, P. Ibarguengoytia, V. Alvarez-Cortés
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引用次数: 1

摘要

多智能体系统(MAS)是一种应用于工程领域的新技术。在必须做出多个决策的环境中,MAS由利用人工智能(AI)技术支持实时自主操作的代理来遵守。本文提出了MAS在变电站自动化和配电自动化系统中的应用方案。这些自动化系统,除其他设备外,由本地主站(LMS):变电站的计算系统组成。主站执行配电网或调度区域中心的控制和集中处理。在这种环境中,多个协作代理实现各自的特定目标,并相互协作以实现系统目标。代理商开展的具体活动包括信息获取、通信传输信息、数据管理和可视化功能。此次收购是通过远程终端单元(rtu)、仪表、保护和继电器(ied)等变电站设备实现的。本文概述了智能代理范式和可用于支持变电站环境中协作代理的人工智能技术的基本原理。本文还讨论了这种方法相对于传统架构的潜在好处,以及所涉及的可预见的挑战
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proposed Architecture for Substation Local Master Station (LMS) based on Intelligent Agents: Challenges and Benefits
Multi-agent systems (MAS) is a novel technology that is being used in several fields of engineering. In environments where several decisions have to be made, the MAS is conformed by agents that utilize artificial intelligence (AI) techniques to support real time autonomous operation. This paper presents a proposed application of MAS in electrical substation automation and in distribution automation systems. These automation systems are formed, among other equipment, by the local master station (LMS): the computational system of the substation. The master station executes the control and central processing of the distribution networks or dispatch regional centers. In this kind of environments, multiple collaborative agents achieve their specific goals and cooperate to achieve the system goal. Specific activities carried out by the agents include the acquisition of information, communication transport information, data management and visualization functions. The acquisition is achieved from the substation equipment like remote terminal units (RTUs), meters, protections and relays (IEDs). This paper presents an overview of the principles underlying the intelligent agents' paradigm and the AI techniques that can be utilized to support collaborative agents in a substation environment. This paper also discusses the potential benefits of this approach over the traditional architectures as well as the foreseen challenges involved
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