Multi-Agent System for Distributed Management of Microgrids

被引:189
作者
Eddy, Y. S. Foo. [1 ]
Gooi, H. B. [1 ]
Chen, S. X. [2 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[2] DNV GL Energy, Singapore 118227, Singapore
基金
新加坡国家研究基金会;
关键词
Deregulated energy market; distributed generation; JADE; MACSimJX; microgrid; multi-agent system; POWER ENGINEERING APPLICATIONS; HIERARCHICAL CONTROL; OPERATION; GENERATION;
D O I
10.1109/TPWRS.2014.2322622
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
In market operations, distributed generators (DGs) and price-sensitive loads participate in a microgrid energy market implemented in JADE. Each DG and each price-sensitive load is represented by the respective agents which perform various functions such as scheduling, coordination and market clearing subject to system, DG and load constraints. Each agent is assigned to one of the several agent objectives which maximizes either DG or load surpluses or both. In simulated operation of a microgrid, hourly power reference signals and load control signals from JADE are passed to DG and load models developed in MATLAB/Simulink using MACSimJX. Simulated operation of DGs and loads are studied by performing simulations under different agent objectives. Results from simulation studies demonstrate the effectiveness of implementing multi-agent system (MAS) in the distributed management of microgrids.
引用
收藏
页码:24 / 34
页数:11
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