Transmission Failure Prediction Using AI and Structural Modeling Informed by Distribution Outages
TL;DR
This study uses AI and structural modeling to predict transmission failures, informed by distribution outages, to enhance grid resilience against severe weather events exacerbated by climate change.
Transmission Failure Prediction Using AI and Structural Modeling Informed by Distribution Outages
Sita Nyame; William O. Taylor; William Hughes; Mingguo Hong; Marika Koukoula; Feifei Yang; Aaron Spaulding; Xiaochuan Luo; Slava Maslennikov; Diego Cerrai
https://doi.org/10.1109/ACCESS.2024.3523415
Volume 13
Understanding and quantifying the impact of severe weather events on the electric transmission and distribution system is crucial for ensuring its resilience in the context of the increasing frequency and intensity of extreme weather events caused by climate change. While weather impact models for the distribution system have been widely developed during the past decade, transmission system impact...