The prediction and optimization of Hydraulic fracturing by integrating the numerical simulation and the machine learning methods

The prediction and optimization of Hydraulic fracturing by integrating the numerical simulation and the machine learning methods

Hydraulic fracturing (HF) is an indispensable technique to economically develop unconventional oil/gas resources. More careful design and optimization of the field HF treatment can lead to a more satisfactory profit. Due to the uncertainty and complexity of the petroleum domain problems, the applica...

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Bibliographic Details
Main Authors: Li Lizhe, Zhou Fujian, Zhou You, Cai Zhuolin, Wang Bo, Zhao Yingying, Lu Yutian
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Hydraulic fracture geometry
Numerical simulation
Physics-informed model
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722024969

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http://www.sciencedirect.com/science/article/pii/S2352484722024969

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