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...

Full description

Saved in:
Bibliographic Details
Main Authors: Jaradat, Manar, Jarrah, Moath, Bousselham, Abdelkader, Jararweh, Yaser, Al-Ayyoub, Mahmoud
Other Authors: School of Computer Engineering
Format: Article
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/81241
http://hdl.handle.net/10220/39146
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-81241
record_format dspace
spelling 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
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Internet of Things
Smart Grid
Big Data
Smart Sensor Network
Hierarchical Communication Infrastructure
spellingShingle 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
description 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.
author2 School of Computer Engineering
author_facet School of Computer Engineering
Jaradat, Manar
Jarrah, Moath
Bousselham, Abdelkader
Jararweh, Yaser
Al-Ayyoub, Mahmoud
format 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
url https://hdl.handle.net/10356/81241
http://hdl.handle.net/10220/39146
_version_ 1681057057837416448