基于多智能体的分散能源管理问题综述

F. Brazier, H. la Poutré, A. Abhyankar, K. Saxena, S. Singh, K. Tomar
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引用次数: 16

摘要

本文提出了分布式能源管理的概念,在能源资源动态聚类的基础上更好地协调供需关系。对负荷分析和预测机制进行了审查,以建立当地和全球协调所需的知识。为了避免大规模的复杂性,采用了多智能体系统(MAS)的分散控制方法。综述了MAS技术及其在电力系统中的应用。通过MAS,我们提供了一个设计生产者、消费者和集群代理的框架。这些代理进一步协商服务水平协议,以管理供需和优化利用能源资源。
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A review of multi agent based decentralised energy management issues
This paper proposes the concept of Distributed Energy Resource (DER) management, based on dynamic clustering of energy resources for better coordination of supply and demand. A review on load profiling and forecasting mechanisms is provided which to be utilised in building knowledge, needed for local and global coordination. To avoid large scale complexities, a decentralised control approach with Multi Agent System (MAS) is deployed. A review on MAS technologies and their application in power system is presented. With MAS we provide a framework for designing producer, consumer and cluster agents. These agents further negotiate Service Level Agreements for managing supply and demand and optimally utilizing the energy resources.
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