The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid
Smart sensor networks provide numerous opportunities for smart grid applications including power monitoring, demand-side energy management, coordination of distributed storage, and integration of renewable energy generators. Because of their low cost and ease-of-deployment, smart sensor networks are...
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sg-ntu-dr.10356-812412020-05-28T07:18:01Z The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid Jaradat, Manar Jarrah, Moath Bousselham, Abdelkader Jararweh, Yaser Al-Ayyoub, Mahmoud School of Computer Engineering Internet of Things Smart Grid Big Data Smart Sensor Network Hierarchical Communication Infrastructure Smart sensor networks provide numerous opportunities for smart grid applications including power monitoring, demand-side energy management, coordination of distributed storage, and integration of renewable energy generators. Because of their low cost and ease-of-deployment, smart sensor networks are likely to be used on a large scale in future of smart power grids. The result is a huge volume of different variety of data sets. Processing and analyzing these data reveals deeper insights that can help expert to improve the operation of power grid to achieve better performance. The technology to collect massive amounts of data is available today, but managing the data efficiently and extracting the most useful information out of it remains a challenge. This paper discusses and provides recommendations and practices to be used in the future of smart grid and Internet of things. We explore the different applications of smart sensor networks in the domain of smart power grid. Also we discuss the techniques used to manage big data generated by sensors and meters for application processing. Published version 2015-12-17T09:03:53Z 2019-12-06T14:26:20Z 2015-12-17T09:03:53Z 2019-12-06T14:26:20Z 2015 Journal Article Jaradat, M., Jarrah, M., Bousselham, A., Jararweh, Y., & Al-Ayyoub, M. (2015). The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid. Procedia Computer Science, 56, 592-597. 1877-0509 https://hdl.handle.net/10356/81241 http://hdl.handle.net/10220/39146 10.1016/j.procs.2015.07.250 en Procedia Computer Science © 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). 6 p. application/pdf |
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Internet of Things Smart Grid Big Data Smart Sensor Network Hierarchical Communication Infrastructure Jaradat, Manar Jarrah, Moath Bousselham, Abdelkader Jararweh, Yaser Al-Ayyoub, Mahmoud The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid |
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Smart sensor networks provide numerous opportunities for smart grid applications including power monitoring, demand-side energy management, coordination of distributed storage, and integration of renewable energy generators. Because of their low cost and ease-of-deployment, smart sensor networks are likely to be used on a large scale in future of smart power grids. The result is a huge volume of different variety of data sets. Processing and analyzing these data reveals deeper insights that can help expert to improve the operation of power grid to achieve better performance. The technology to collect massive amounts of data is available today, but managing the data efficiently and extracting the most useful information out of it remains a challenge. This paper discusses and provides recommendations and practices to be used in the future of smart grid and Internet of things. We explore the different applications of smart sensor networks in the domain of smart power grid. Also we discuss the techniques used to manage big data generated by sensors and meters for application processing. |
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School of Computer Engineering |
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School of Computer Engineering Jaradat, Manar Jarrah, Moath Bousselham, Abdelkader Jararweh, Yaser Al-Ayyoub, Mahmoud |
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Article |
author |
Jaradat, Manar Jarrah, Moath Bousselham, Abdelkader Jararweh, Yaser Al-Ayyoub, Mahmoud |
author_sort |
Jaradat, Manar |
title |
The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid |
title_short |
The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid |
title_full |
The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid |
title_fullStr |
The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid |
title_full_unstemmed |
The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid |
title_sort |
internet of energy: smart sensor networks and big data management for smart grid |
publishDate |
2015 |
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https://hdl.handle.net/10356/81241 http://hdl.handle.net/10220/39146 |
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1681057057837416448 |