A Survey on Multi Agent System and Its Applications in Power System Engineering

Madeleine Wang Yue Dong
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引用次数: 2

Abstract

An Intelligent Agent (IA) is a type of autonomous entity in the field of Artificial Intelligence (AI) that gathers information about its surroundings using sensors, takes action in response to that information using actuators ("agent" part), and guides its behavior to achieve predetermined results (i.e. it is rational). Agents that are both intelligent and able to learn or utilize information to accomplish their tasks would be ideal. Similar to how economists study agents, cognitive scientists, ethicists, philosophers of practical reason and researchers in a wide range of other disciplines study variations of the IAmodel used in multidisciplinary socio-cognitive modelling and computer social simulation models. In this article, the term "Multi-Agent System" (MAS) has been used to refer to a system in which two or more autonomous entities communicate with one another. The key objective of this research is to provide a critical analysis of MAS and its applications in power systems. A case study to define the application of MAS in power system is also provided, using a critical implementation of fuzzy logic controllers.
多智能体系统及其在电力系统工程中的应用综述
智能代理(IA)是人工智能(AI)领域的一种自主实体,它使用传感器收集有关其周围环境的信息,使用执行器(“代理”部分)对该信息做出响应,并指导其行为以实现预定的结果(即它是理性的)。能够学习或利用信息来完成任务的智能代理将是理想的。与经济学家研究代理人的方式类似,认知科学家、伦理学家、实践理性哲学家和其他广泛学科的研究人员研究imodel在多学科社会认知建模和计算机社会模拟模型中使用的变体。在本文中,术语“多代理系统”(Multi-Agent System, MAS)指的是两个或多个自治实体相互通信的系统。本研究的主要目的是对MAS及其在电力系统中的应用进行批判性分析。通过模糊逻辑控制器的关键实现,给出了MAS在电力系统中的应用实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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