Leak-Off Pressure Using Weakly Correlated Geospatial Information and Machine Learning Algorithms

Leak-Off Pressure Using Weakly Correlated Geospatial Information and Machine Learning Algorithms

Leak-off pressure (LOP) is a key parameter to determine the allowable weight of drilling mud in a well and the in situ horizontal stress. The LOP test is run in situ and is frequently used by the petroleum industry. If the well pressure exceeds the LOP, wellbore instability may occur, with hydraulic...

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Bibliographic Details
Main Authors: Jung Chan Choi, Zhongqiang Liu, Suzanne Lacasse, Elin Skurtveit
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Geosciences
Subjects:
leak-off pressure
machine learning
hyperparameter optimization
geospatial information
Online Access:https://www.mdpi.com/2076-3263/11/4/181

Internet

https://www.mdpi.com/2076-3263/11/4/181

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