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: Foo, Yi Shyh Eddy, Gooi, Hoay Beng, Chen, Shuai Xun
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2015
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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
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spelling 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
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle 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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