XGSleeve: detecting sleeve incidents in well completion by using XGBoost classifier

The sliding sleeve holds a pivotal role in regulating fluid flow during hydraulic fracturing within shale oil extraction processes. However, concerns persist surrounding its reliability due to repeated attempts at opening the sleeve, resulting in process inefficiencies. While downhole cameras can ve...

Полное описание

Библиографические подробности

Главные авторы:	Sahand Somi, Sheikh Jubair, David Cooper, Peng Wang
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Frontiers Media S.A. 2023-09-01
Серии:	Frontiers in Artificial Intelligence
Предметы:	oil and gas well completion sliding sleeves time series classification signal processing XGBoost
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/frai.2023.1243584/full
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