Big Data Analytics for Wireless Sensor Networks and Smart Grids: Applications, Design Issues, and Future Challenges

A Tyagi, B Bhushan, RV Singh - … of WSNs into Internet of Things, 2021 - taylorfrancis.com
The amount of periodically generated data is experiencing a huge boom in its production
with the increasing use of various technologies accompanied by the applications in various …

Big Data Analytics A Holistic Assessment of Paradigm Shift Challenges and Opportunities for Future Smart Grid

D Asija, RK Viral - Big Data Analytics Framework for Smart Grids, 2024 - taylorfrancis.com
Power networks have made dramatic progress in the use of information and communication
technology (ICT). Numerous new measurement devices are installed in the form of …

Smart grid–based big data analytics using machine learning and artificial intelligence: A survey

S Koshy, S Rahul, R Sunitha… - Artif. Intell. Internet Things …, 2021 - degruyter.com
Exhilarating developments in the renewable energy generation portfolio and the widespread
introduction of microgrids have contributed to significant reforms in the existing power grid's …

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 …

[PDF][PDF] Smart grid administration using big data and wireless sensor networks

S Jangili, K Bikshalu - Int. J. Adv. Res. Sci. Eng, 2017 - researchgate.net
Wireless sensor networks provide abundant opportunities for smart grid applications
including energy monitoring, demand-side energy management, coordination of distributed …

Big data analytics for dynamic energy management in smart grids

PD Diamantoulakis, VM Kapinas, GK Karagiannidis - Big Data Research, 2015 - Elsevier
The smart electricity grid enables a two-way flow of power and data between suppliers and
consumers in order to facilitate the power flow optimization in terms of economic efficiency …

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There are both economic and environmental urges for transition from the current outdated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 …

Big Data Analytics for Smart Grid: A Review on State-of-Art Techniques and Future Directions

K Umapathy, M Sivakumar, TD Kumar… - Data Analytics for Smart …, 2023 - Springer
Due to rapid growth of smart grid technologies, massive amount of information is generated
from different sources such as sensors, intelligent meters and other devices for monitoring …

[HTML][HTML] 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 …

The internet of energy: smart sensor networks and big data management for smart grid

M Jaradat, M Jarrah, A Bousselham, Y Jararweh… - Procedia Computer …, 2015 - Elsevier
Smart sensor networks provide numerous opportunities for smart grid applications including
power monitoring, demand-side energy management, coordination of distributed storage …