Well Performance Classification and Prediction: Deep Learning and Machine Learning Long Term Regression Experiments on Oil, Gas, and Water Production

Well Performance Classification and Prediction: Deep Learning and Machine Learning Long Term Regression Experiments on Oil, Gas, and Water Production

In the oil and gas industries, predicting and classifying oil and gas production for hydrocarbon wells is difficult. Most oil and gas companies use reservoir simulation software to predict future oil and gas production and devise optimum field development plans. However, this process costs an immens...

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Bibliographic Details
Main Authors: Nehad M. Ibrahim, Ali A. Alharbi, Turki A. Alzahrani, Abdullah M. Abdulkarim, Ibrahim A. Alessa, Abdullah M. Hameed, Abdullaziz S. Albabtain, Deemah A. Alqahtani, Mohammad K. Alsawwaf, Abdullah A. Almuqhim
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
oil, gas and water production prediction
machine learning
deep learning
random forest
recurrent neural network
artificial neural network
Online Access:https://www.mdpi.com/1424-8220/22/14/5326

Internet

https://www.mdpi.com/1424-8220/22/14/5326

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