An improved energy management method based on combination of multi agent system and fuzzy logic

IF 0.9 4区 物理与天体物理 Q4 PHYSICS, APPLIED European Physical Journal-applied Physics Pub Date : 2020-12-01 DOI:10.1051/epjap/2020200189
Basma Aoukach, B. Oukarfi
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Abstract

This paper presents a distributed energy management strategy based on a combination of multi agent system (MAS) and fuzzy logic (FL). Our system is composed of two renewable energy sources which are a photovoltaic panel, wind turbine, storage system and a variable loads. These elements are linked between them through switches. This improved technique allows the control of switches to manage the energy flow between sources and established load priority. MAS consider each element of the system as an agent, one of them is called execution agent that controls switches based on the paradigm of fuzzy logic (FL). The results of this approach are presented, discussed then followed by a simulation.
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一种基于多智能体系统与模糊逻辑相结合的改进能源管理方法
提出了一种基于多智能体系统(MAS)和模糊逻辑(FL)相结合的分布式能源管理策略。我们的系统由两个可再生能源组成,分别是光伏板、风力涡轮机、存储系统和可变负载。这些元素通过开关连接在一起。这种改进的技术允许控制开关来管理源之间的能量流和建立负载优先级。MAS将系统的每个元素视为一个代理,其中一个代理称为执行代理,它基于模糊逻辑(FL)范式控制开关。给出了该方法的结果,并进行了讨论,然后进行了仿真。
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来源期刊
CiteScore
1.90
自引率
10.00%
发文量
84
审稿时长
1.9 months
期刊介绍: EPJ AP an international journal devoted to the promotion of the recent progresses in all fields of applied physics. The articles published in EPJ AP span the whole spectrum of applied physics research.
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