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 …
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
Meteorological changes urge engineering communities to look for sustainable and clean
energy technologies to keep the environment safe by reducing CO 2 emissions. The …
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
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …
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
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 …
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 …
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
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 …
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
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 …
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
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 …
importance and urgency of improving the resilience of the electric power grid. As the …
Power outages and community health: a narrative review
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 …
of natural disasters, are increasing in number and severity due to climate change and aging …
Big data analytics for future electricity grids
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 …
implementation issues. The emphasis is placed on applications that are novel and have …