Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications
<p>Smart grids have been gradually replacing the traditional power grids since the last decade. Such transformation is linked to adding a large number of smart meters and other sources of information extraction units. This provides various opportunities associated with the collected big data....
محفوظ في:
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2021
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513562706182144 |
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| author | Dabeeruddin Syed (16864260) |
| author2 | Ameema Zainab (16864263) Ali Ghrayeb (16864266) Shady S. Refaat (16864269) Haitham Abu-Rub (16855500) Othmane Bouhali (8252544) |
| author2_role | author author author author author |
| author_facet | Dabeeruddin Syed (16864260) Ameema Zainab (16864263) Ali Ghrayeb (16864266) Shady S. Refaat (16864269) Haitham Abu-Rub (16855500) Othmane Bouhali (8252544) |
| author_role | author |
| dc.creator.none.fl_str_mv | Dabeeruddin Syed (16864260) Ameema Zainab (16864263) Ali Ghrayeb (16864266) Shady S. Refaat (16864269) Haitham Abu-Rub (16855500) Othmane Bouhali (8252544) |
| dc.date.none.fl_str_mv | 2021-04-26T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2020.3041178 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Smart_Grid_Big_Data_Analytics_Survey_of_Technologies_Techniques_and_Applications/24006792 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Electrical engineering Information and computing sciences Data management and data science Distributed computing and systems software Machine learning Smart grids Big Data Sensors Intelligent sensors Temperature sensors Real-time systems Monitoring Data analytics Big data management Machine learning |
| dc.title.none.fl_str_mv | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>Smart grids have been gradually replacing the traditional power grids since the last decade. Such transformation is linked to adding a large number of smart meters and other sources of information extraction units. This provides various opportunities associated with the collected big data. Hence, the triumph of the smart grid energy paradigm depends on the factor of big data analytics. This includes the effective acquisition, transmission, processing, visualization, interpretation, and utilization of big data. The paper provides deep insights into various big data technologies and discusses big data analytics in the context of the smart grid. The paper also presents the challenges and opportunities brought by the advent of machine learning and big data from smart grids.</p><h2>Other Information</h2><p>Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2020.3041178" target="_blank">https://dx.doi.org/10.1109/access.2020.3041178</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_0ca8d545e3bcc375483e7a0681375eab |
| identifier_str_mv | 10.1109/access.2020.3041178 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24006792 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and ApplicationsDabeeruddin Syed (16864260)Ameema Zainab (16864263)Ali Ghrayeb (16864266)Shady S. Refaat (16864269)Haitham Abu-Rub (16855500)Othmane Bouhali (8252544)EngineeringElectrical engineeringInformation and computing sciencesData management and data scienceDistributed computing and systems softwareMachine learningSmart gridsBig DataSensorsIntelligent sensorsTemperature sensorsReal-time systemsMonitoringData analyticsBig data managementMachine learning<p>Smart grids have been gradually replacing the traditional power grids since the last decade. Such transformation is linked to adding a large number of smart meters and other sources of information extraction units. This provides various opportunities associated with the collected big data. Hence, the triumph of the smart grid energy paradigm depends on the factor of big data analytics. This includes the effective acquisition, transmission, processing, visualization, interpretation, and utilization of big data. The paper provides deep insights into various big data technologies and discusses big data analytics in the context of the smart grid. The paper also presents the challenges and opportunities brought by the advent of machine learning and big data from smart grids.</p><h2>Other Information</h2><p>Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2020.3041178" target="_blank">https://dx.doi.org/10.1109/access.2020.3041178</a></p>2021-04-26T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2020.3041178https://figshare.com/articles/journal_contribution/Smart_Grid_Big_Data_Analytics_Survey_of_Technologies_Techniques_and_Applications/24006792CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/240067922021-04-26T00:00:00Z |
| spellingShingle | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications Dabeeruddin Syed (16864260) Engineering Electrical engineering Information and computing sciences Data management and data science Distributed computing and systems software Machine learning Smart grids Big Data Sensors Intelligent sensors Temperature sensors Real-time systems Monitoring Data analytics Big data management Machine learning |
| status_str | publishedVersion |
| title | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| title_full | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| title_fullStr | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| title_full_unstemmed | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| title_short | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| title_sort | Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications |
| topic | Engineering Electrical engineering Information and computing sciences Data management and data science Distributed computing and systems software Machine learning Smart grids Big Data Sensors Intelligent sensors Temperature sensors Real-time systems Monitoring Data analytics Big data management Machine learning |