Diagnostic of Operation Conditions and Sensor Faults Using Machine Learning in Sucker-Rod Pumping Wells

Diagnostic of Operation Conditions and Sensor Faults Using Machine Learning in Sucker-Rod Pumping Wells

In sucker-rod pumping wells, due to the lack of an early diagnosis of operating condition or sensor faults, several problems can go unnoticed. These problems can increase downtime and production loss. In these wells, the diagnosis of operation conditions is carried out through downhole dynamometer c...

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Bibliographic Details
Main Authors: João Nascimento, André Maitelli, Carla Maitelli, Anderson Cavalcanti
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
sucker-rod pumping
machine learning algorithms
dynamometer card
petroleum industry
Online Access:https://www.mdpi.com/1424-8220/21/13/4546

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