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 …

[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 …

Big data analytics for future electricity grids

M Kezunovic, P Pinson, Z Obradovic, S Grijalva… - Electric Power Systems …, 2020 - Elsevier
This paper provides a survey of big data analytics applications and associated
implementation issues. The emphasis is placed on applications that are novel and have …

[HTML][HTML] Power systems big data analytics: An assessment of paradigm shift barriers and prospects

H Akhavan-Hejazi, H Mohsenian-Rad - Energy Reports, 2018 - Elsevier
Electric power systems are taking drastic advances in deployment of information and
communication technologies; numerous new measurement devices are installed in forms of …

Big data issues in smart grids: A survey

M Ghorbanian, SH Dolatabadi… - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
The smart power systems are based upon information and communication technologies,
which lead to a deluge of data originating from various sources. To address these …

[图书][B] Big data application in power systems

R Arghandeh, Y Zhou - 2017 - books.google.com
Big Data Application in Power Systems brings together experts from academia, industry and
regulatory agencies who share their understanding and discuss the big data analytics …

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 …

Complex power system status monitoring and evaluation using big data platform and machine learning algorithms: a review and a case study

Y Guo, Z Yang, S Feng, J Hu - Complexity, 2018 - Wiley Online Library
Efficient and valuable strategies provided by large amount of available data are urgently
needed for a sustainable electricity system that includes smart grid technologies and very …

Energy big data: A survey

H Jiang, K Wang, Y Wang, M Gao, Y Zhang - IEEE Access, 2016 - ieeexplore.ieee.org
As a significant application of energy, smart grid is a complicated interconnected power grid
that involves sensors, deployment strategies, smart meters, and real-time data processing. It …

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 …