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 …

[HTML][HTML] Overview of Startups Developing Artificial Intelligence for the Energy Sector

N Mohammadi Lanbaran, D Naujokaitis, G Kairaitis… - Applied Sciences, 2024 - mdpi.com
The energy industry is experiencing a major change due to fast progress in artificial
intelligence (AI). Startup companies in this revolution use AI technologies like Machine …

Deep learning for component fault detection in electricity transmission lines

I Maduako, CF Igwe, JE Abah, OE Onwuasaanya… - Journal of Big Data, 2022 - Springer
Component fault detection and inventory are one of the most significant bottlenecks facing
the electricity transmission and distribution utility establishments especially in developing …

A multi-UAV route planning method for fast inspection of electric power transmission lines

A Caballero, FJ Roman-Escorza… - … on Unmanned Aircraft …, 2024 - ieeexplore.ieee.org
Electric power transmission lines are essential assets, and their maintenance is crucial to
ensure a reliable service to society. However, with thousands of kilometers along the …

Data-driven structural modeling of electricity price dynamics

V Mahler, R Girard, G Kariniotakis - Energy Economics, 2022 - Elsevier
In many countries, electricity prices on day-ahead auction markets result from a market
clearing designed to maximize social welfare. For each hour of the day, the market price can …

Spectral graph analysis of the geometry of power flows in transmission networks

N Retiére, DT Ha, JG Caputo - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
Power flows in transmission networks are driven by the structure of the network and the
spatial distribution of generators and loads. Understanding the interplay between grid …

[HTML][HTML] Linking socio-economic aspects to power system disruption models

J Jasiūnas, PD Lund, J Mikkola, L Koskela - Energy, 2021 - Elsevier
Increasing reliance on uninterrupted electricity supply against emerging threats such as
climate change and cyberattacks calls for higher resilience of societies against power …

Review of sequential steps to realize power system resilience

OS Omogoye, KA Folly… - 2020 international …, 2020 - ieeexplore.ieee.org
Natural events have been identified as one of the major causes of cascading faults on the
electricity grid globally. The impact of these events always brings service interruption in all …

State of Risk Prediction for Management and Mitigation of Vegetation and Weather Caused Outages in Distribution Networks

R Baembitov, M Kezunovic - IEEE Access, 2023 - ieeexplore.ieee.org
The paper proposes a novel approach for the outage State of Risk (SoR) assessment
caused by weather and vegetation in the distribution grid. Machine Learning prediction …

Analysis of power outages and human errors in the operation of equipment in power grids

M Ivanova, R Dimitrova, A Filipov - 2020 12th Electrical …, 2020 - ieeexplore.ieee.org
The continuous development of the power systems by implementing new technologies for
management and connection of new sources of electricity requires improvement of the …