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

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 algorithm is used in conjunction with GIS application for mapping the SoR for the entire network. The proposed optimization approac...

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Bibliographic Details
Main Authors: Rashid Baembitov, Mladen Kezunovic
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10285092/