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 …

Data-driven next-generation smart grid towards sustainable energy evolution: techniques and technology review

F Ahsan, NH Dana, SK Sarker, L Li… - … and Control of …, 2023 - ieeexplore.ieee.org
Meteorological changes urge engineering communities to look for sustainable and clean
energy technologies to keep the environment safe by reducing CO 2 emissions. The …

Machine learning for risk and resilience assessment in structural engineering: Progress and future trends

X Wang, RK Mazumder, B Salarieh… - Journal of Structural …, 2022 - ascelibrary.org
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …

On the resilience of modern power systems: A comprehensive review from the cyber-physical perspective

L Xu, Q Guo, Y Sheng, SM Muyeen, H Sun - Renewable and Sustainable …, 2021 - Elsevier
The digital transformation of power systems into cyber-physical systems (CPSs) is the
inevitable trend of modern power systems with the integration of large-scale renewable …

Faults in smart grid systems: Monitoring, detection and classification

AEL Rivas, T Abrao - Electric Power Systems Research, 2020 - Elsevier
Smart Grid (SG) is a multidisciplinary concept related to the power system update and
improvement. SG implies real-time information with specific communication requirements …

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 …

Power distribution system outage management with co-optimization of repairs, reconfiguration, and DG dispatch

A Arif, Z Wang, J Wang, C Chen - IEEE Transactions on Smart …, 2017 - ieeexplore.ieee.org
This paper proposes a two-stage method for the outage management of power distribution
systems. The first stage is to cluster repair tasks of damaged power generation and delivery …

Modernizing distribution system restoration to achieve grid resiliency against extreme weather events: An integrated solution

C Chen, J Wang, D Ton - Proceedings of the IEEE, 2017 - ieeexplore.ieee.org
Recent severe power outages caused by extreme weather hazards have highlighted the
importance and urgency of improving the resilience of the electric power grid. As the …

Power outages and community health: a narrative review

JA Casey, M Fukurai, D Hernández, S Balsari… - Current environmental …, 2020 - Springer
Abstract Purpose of Review Power outages, a common and underappreciated consequence
of natural disasters, are increasing in number and severity due to climate change and aging …

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 …