Multi-agent system for distributed management of microgrids
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 cle...
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Main Authors: | , , |
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Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2015
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Subjects: | |
Online Access: | https://hdl.handle.net/10356/107213 http://hdl.handle.net/10220/25311 http://dx.doi.org/10.1109/TPWRS.2014.2322622 |
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Institution: | Nanyang Technological University |
Language: | English |
Summary: | 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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