A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems

A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems

In Smart Grid, the integration of Information and Communications Technology (ICT) systems and power systems has enabled real-time services and distributed controls, while the fusion of technologies necessitates a profound and versatile platform for the interdisciplinary research and evaluation. This...

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Bibliographic Details
Main Authors: Minglei You, Xinruo Zhang, Gan Zheng, Jing Jiang, Hongjian Sun
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Artificial intelligence (AI)
coevaluation
information and communications system
smart grid
software defined radio
testbed
Online Access:https://ieeexplore.ieee.org/document/9088118/
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spelling doaj-338461a2e0454de985b1c3e384d04e3a2021-03-30T03:12:42ZengIEEEIEEE Access2169-35362020-01-018886518866310.1109/ACCESS.2020.29929069088118A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power SystemsMinglei You0https://orcid.org/0000-0002-7445-1571Xinruo Zhang1https://orcid.org/0000-0002-1623-1749Gan Zheng2https://orcid.org/0000-0001-8457-6477Jing Jiang3Hongjian Sun4https://orcid.org/0000-0001-8660-8081Department of Engineering, Durham University, Durham, U.KDepartment of Computer Science and Electronic Engineering, University of Essex, Colchester, U.KWolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, U.KDepartment of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle upon Tyne, U.KDepartment of Engineering, Durham University, Durham, U.KIn Smart Grid, the integration of Information and Communications Technology (ICT) systems and power systems has enabled real-time services and distributed controls, while the fusion of technologies necessitates a profound and versatile platform for the interdisciplinary research and evaluation. This article introduces a Software Defined Smart Grid testbed architecture, which integrates real-world wireless communication systems and Artificial Intelligence algorithms to provide a re-configurable framework to meet different real-time Smart Grid testbed design requirements. Through prototyping and experiments, the architecture shows great potential in addressing co-evaluation challenges of ICT systems and power systems, as well as supporting real-time Smart Grid evaluations.https://ieeexplore.ieee.org/document/9088118/Artificial intelligence (AI)coevaluationinformation and communications systemsmart gridsoftware defined radiotestbed
collection DOAJ
language English
format Article
sources DOAJ
author Minglei You
Xinruo Zhang
Gan Zheng
Jing Jiang
Hongjian Sun
spellingShingle Minglei You
Xinruo Zhang
Gan Zheng
Jing Jiang
Hongjian Sun
A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems
IEEE Access
Artificial intelligence (AI)
coevaluation
information and communications system
smart grid
software defined radio
testbed
author_facet Minglei You
Xinruo Zhang
Gan Zheng
Jing Jiang
Hongjian Sun
author_sort Minglei You
title A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems
title_short A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems
title_full A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems
title_fullStr A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems
title_full_unstemmed A Versatile Software Defined Smart Grid Testbed: Artificial Intelligence Enhanced Real-Time Co-Evaluation of ICT Systems and Power Systems
title_sort versatile software defined smart grid testbed: artificial intelligence enhanced real-time co-evaluation of ict systems and power systems
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description In Smart Grid, the integration of Information and Communications Technology (ICT) systems and power systems has enabled real-time services and distributed controls, while the fusion of technologies necessitates a profound and versatile platform for the interdisciplinary research and evaluation. This article introduces a Software Defined Smart Grid testbed architecture, which integrates real-world wireless communication systems and Artificial Intelligence algorithms to provide a re-configurable framework to meet different real-time Smart Grid testbed design requirements. Through prototyping and experiments, the architecture shows great potential in addressing co-evaluation challenges of ICT systems and power systems, as well as supporting real-time Smart Grid evaluations.
topic Artificial intelligence (AI)
coevaluation
information and communications system
smart grid
software defined radio
testbed
url https://ieeexplore.ieee.org/document/9088118/
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