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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sg-ntu-dr.10356-1072132019-12-06T22:26:49Z Multi-agent system for distributed management of microgrids Foo, Yi Shyh Eddy Gooi, Hoay Beng Chen, Shuai Xun School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems 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. Accepted version 2015-04-01T13:14:12Z 2019-12-06T22:26:49Z 2015-04-01T13:14:12Z 2019-12-06T22:26:49Z 2014 2014 Journal Article Foo, Y. S. E., Gooi, H. B., & Chen, S. X. (2014). Multi-agent system for distributed management of microgrids. IEEE transactions on power systems, 30(1), 24-34. 0885-8950 https://hdl.handle.net/10356/107213 http://hdl.handle.net/10220/25311 http://dx.doi.org/10.1109/TPWRS.2014.2322622 en IEEE transactions on power systems © 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/TPWRS.2014.2322622]. 11 p. application/pdf |
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DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Foo, Yi Shyh Eddy Gooi, Hoay Beng Chen, Shuai Xun Multi-agent system for distributed management of microgrids |
description |
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. |
author2 |
School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Foo, Yi Shyh Eddy Gooi, Hoay Beng Chen, Shuai Xun |
format |
Article |
author |
Foo, Yi Shyh Eddy Gooi, Hoay Beng Chen, Shuai Xun |
author_sort |
Foo, Yi Shyh Eddy |
title |
Multi-agent system for distributed management of microgrids |
title_short |
Multi-agent system for distributed management of microgrids |
title_full |
Multi-agent system for distributed management of microgrids |
title_fullStr |
Multi-agent system for distributed management of microgrids |
title_full_unstemmed |
Multi-agent system for distributed management of microgrids |
title_sort |
multi-agent system for distributed management of microgrids |
publishDate |
2015 |
url |
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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1681034559960907776 |