Big data management in smart grids: Technologies and challenges

A Zainab, A Ghrayeb, D Syed, H Abu-Rub… - IEEE …, 2021 - ieeexplore.ieee.org
Smart grids are re-engineering the electricity transmission and distribution system
throughout the world. It is an amalgam of increased digital information with the electrical …

Smart grid big data analytics: Survey of technologies, techniques, and applications

D Syed, A Zainab, A Ghrayeb, SS Refaat… - IEEE …, 2020 - ieeexplore.ieee.org
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 …

Big Data management in smart grid: concepts, requirements and implementation

H Daki, A El Hannani, A Aqqal, A Haidine, A Dahbi - Journal of Big Data, 2017 - Springer
A smart grid is an intelligent electricity grid that optimizes the generation, distribution and
consumption of electricity through the introduction of Information and Communication …

The role of big data analytics in smart grid management

B Dhupia, M Usha Rani, A Alameen - Emerging Research in Data …, 2020 - Springer
Data analytics is playing a vital role in the modern industrial era. Electricity is one of the
industries that have adapted data analytics techniques to a great extent. The data collected …

Enabling the big data analysis in the smart grid

F Luo, ZY Dong, J Zhao, X Zhang… - 2015 IEEE Power & …, 2015 - ieeexplore.ieee.org
Smart grid has become the most complicated interconnected system in human society. With
the advanced sensor infrastructure, the smart grid will continuously generate unprecedented …

Big data analytics in smart grids: a review

Y Zhang, T Huang, EF Bompard - Energy informatics, 2018 - Springer
Data analytics are now playing a more important role in the modern industrial systems.
Driven by the development of information and communication technology, an information …

Big data issues in smart grid–A review

C Tu, X He, Z Shuai, F Jiang - Renewable and Sustainable Energy …, 2017 - Elsevier
There are both economic and environmental urges for transition from the current outdated
power grid to a sensor-embedded smart grid that monitors system stability, integrates …

State of the art in big data applications in microgrid: A review

K Moharm - Advanced Engineering Informatics, 2019 - Elsevier
The prospering Big data era is emerging in the power grid. Multiple world-wide studies are
emphasizing the big data applications in the microgrid due to the huge amount of produced …

Guest editorial big data analytics for grid modernization

T Hong, C Chen, J Huang, N Lu, L Xie… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Advanced analytics plays a vital role in the era of big data, such as managing smart cities,
predicting crime activities, optimizing medicine formula based on genetic defects, detecting …

Big data issues in smart grid systems

S Sagiroglu, R Terzi, Y Canbay… - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
This paper presents a review on smart grids and big data. In order to achieve this, available
articles in the literature were reviewed in perception with the features of big data and smart …