Predictive Analytics for Sucker Rod Pump Failures in Kazakhstani Oil Wells Using Machine Learning

Predictive Analytics for Sucker Rod Pump Failures in Kazakhstani Oil Wells Using Machine Learning

In the process of developing mature deposits, a number of geological and technological complications arise. In order to increase the smooth operation of downhole pumping equipment in oil and gas wells, companies use various methods and techniques. This article presents a novel methodology for predic...

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Bibliographic Details
Main Authors: Laura Utemissova, Timur Merembayev, Bakbergen Bekbau, Sagyn Omirbekov
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
downhole pumping equipment
oil and gas wells
sucker rod pump
failure
predictive analytics
machine learning
Online Access:https://www.mdpi.com/2076-3417/14/23/10914
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