Stratified allocation method for water injection based on machine learning: A case study of the Bohai A oil and gas field

Stratified allocation method for water injection based on machine learning: A case study of the Bohai A oil and gas field

The Bohai A oil and gas field is a natural gas and oil coproduction reservoir in the southern Bohai Sea, with an average gas–oil ratio of approximately 65 m3/m3. The oil and gas field has now entered the high water-cut stage, and in it, ineffective water circulation has intensified. Meanwhile, the p...

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Bibliographic Details
Main Authors: Changlong Liu, Pingli Liu, Qiang Wang, Lu Zhang, Zechao Huang, Yuande Xu, Shaojiu Jiang, Le Zhang, Changxiao Cao
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-04-01
Series:Natural Gas Industry B
Subjects:
Water injection
Natural gas
Machine learning
Numerical modeling
Neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S235285402500018X
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