A versatile software defined smart grid testbed: artificial intelligence enhanced real-time co-evaluation of ICT systems and power systems

Minglei You; Xinruo Zhang; Gan Zheng; Jing Jiang; Hongjian Sun

doi:10.1109/ACCESS.2020.2992906

A versatile software defined smart grid testbed: artificial intelligence enhanced real-time co-evaluation of ICT systems and power systems

Minglei You, Xinruo Zhang, Gan Zheng, Jing Jiang, Hongjian Sun

Research output: Contribution to journal › Article › peer-review

14 Citations (Scopus)

77 Downloads (Pure)

Abstract

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.

Original language	English
Pages (from-to)	88651-88663
Number of pages	13
Journal	IEEE Access
Volume	8
Early online date	6 May 2020
DOIs	https://doi.org/10.1109/ACCESS.2020.2992906
Publication status	Published - 21 May 2020

Keywords

Artificial intelligence (AI)
coevaluation
information and communications system
smart grid
software defined radio
testbed
wireless communications

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10.1109/ACCESS.2020.2992906Licence: CC BY

09088118Final published version, 3.39 MBLicence: CC BY

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AU - Jiang, Jing

AU - Sun, Hongjian

PY - 2020/5/21

Y1 - 2020/5/21

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AB - 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.

KW - Artificial intelligence (AI)

KW - coevaluation

KW - information and communications system

KW - smart grid

KW - software defined radio

KW - testbed

KW - wireless communications

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JF - IEEE Access

ER -

A versatile software defined smart grid testbed: artificial intelligence enhanced real-time co-evaluation of ICT systems and power systems

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Keywords

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