Forecasting weather‐related power outages using weighted logistic regression

Abstract Weather is a key driving factor of power outages. In this article, a methodology to forecast weather‐related power distribution outages one day‐ahead on an hourly basis is presented. A solution to address the data imbalance issue is proposed, where only a small portion of the data represent...

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Bibliographic Details
Main Authors: Vinayak Sharma, Tao Hong, Valentina Cecchi, Alex Hofmann, Ji Yoon Lee
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:IET Smart Grid
Subjects:
Online Access:https://doi.org/10.1049/stg2.12109