Cloud-based software platform for big data analytics in smart grids

Y Simmhan, S Aman, A Kumbhare, R Liu… - … in Science & …, 2013 - ieeexplore.ieee.org
This article focuses on a scalable software platform for the Smart Grid cyber-physical system
using cloud technologies. Dynamic Demand Response (D 2 R) is a challenge-application to …

Big data framework for analytics in smart grids

AA Munshi, ARIM Yasser - Electric Power Systems Research, 2017 - Elsevier
Smart meters are being deployed replacing conventional meters worldwide and to enable
automated collection of energy consumption data. However, the massive amounts of data …

[图书][B] Big data analytics strategies for the smart grid

CL Stimmel - 2015 - api.taylorfrancis.com
This is a practical book, to be sure, but it is also a book about hope and positive change. I
am quite sincere. The delivery of electricity is deeply rooted in the principle of universal …

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 …

Cloud computing applications for smart grid: A survey

S Bera, S Misra, JJPC Rodrigues - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The fast-paced development of power systems necessitates smart grids to facilitate real-time
control and monitoring with bidirectional communication and electricity flows. Future smart …

Smart power grid and cloud computing

DS Markovic, D Zivkovic, I Branovic, R Popovic… - … and Sustainable Energy …, 2013 - Elsevier
As a consequence of rapidly increased CO2 emissions, humanity is facing global warming.
Electricity generation accounts for almost half of the emission; besides, conventional …

[HTML][HTML] Deep learning for intelligent demand response and smart grids: A comprehensive survey

P Boopathy, M Liyanage, N Deepa, M Velavali… - Computer Science …, 2024 - Elsevier
Electricity is one of the mandatory commodities for mankind today. To address challenges
and issues in the transmission of electricity through the traditional grid, the concepts of smart …

Big data analytics in smart grids: state‐of‐the‐art, challenges, opportunities, and future directions

BP Bhattarai, S Paudyal, Y Luo, M Mohanpurkar… - IET Smart …, 2019 - Wiley Online Library
Big data has potential to unlock novel groundbreaking opportunities in power grid that
enhances a multitude of technical, social, and economic gains. As power grid technologies …

A Big Data platform for smart meter data analytics

T Wilcox, N Jin, P Flach, J Thumim - Computers in Industry, 2019 - Elsevier
Smart grids have started generating an ever increasingly large volume of data. Extensive
research has been done in meter data analytics for small data sets of electrical grid and …

[PDF][PDF] Running smart grid control software on cloud computing architectures

KP Birman, L Ganesh, R Van Renesse - Workshop on Computational …, 2011 - academia.edu
There are pressing economic as well as environmental arguments for the overhaul of the
current outdated power grid, and its replacement with a Smart Grid that integrates new kinds …