期刊
IEEE TRANSACTIONS ON POWER SYSTEMS
卷 30, 期 1, 页码 24-34出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TPWRS.2014.2322622
关键词
Deregulated energy market; distributed generation; JADE; MACSimJX; microgrid; multi-agent system
资金
- Singapore National Research Foundation under its Campus for Research Excellence and Technological Enterprise (CREATE) programme
- Cambridge Centre for Carbon Reduction in Chemical Technology (C4T)
- Cambridge Centre for Advanced Research in Energy Efficiency in Singapore (CARES) Ltd.
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.
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