Intelligent Micro Grid Management using a Multi-Agent approach

被引:0
|
作者
Oliveira, Pedro [1 ]
Pinto, Tiago [1 ]
Praca, Isabel [1 ]
Vale, Zita [1 ]
Morais, Hugo [1 ]
机构
[1] IPP Polytech Porto, GECAD Knowledge Engn & Decis Support Res Ctr, Oporto, Portugal
关键词
Artificial Intelligence; Electricity Markets; Micro Grid; Multi-agent Simulation; Smart Grid;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Recent changes in electricity markets (EMs) have been potentiating the globalization of distributed generation. With distributed generation the number of players acting in the EMs and connected to the main grid has grown, increasing the market complexity. Multi-agent simulation arises as an interesting way of analysing players' behaviour and interactions, namely coalitions of players, as well as their effects on the market. MASCEM was developed to allow studying the market operation of several different players and MASGriP is being developed to allow the simulation of the micro and smart grid concepts in very different scenarios This paper presents a methodology based on artificial intelligence techniques (AI) for the management of a micro grid. The use of fuzzy logic is proposed for the analysis of the agent consumption elasticity, while a case based reasoning, used to predict agents' reaction to price changes, is an interesting tool for the micro grid operator.
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页数:6
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