Development of Machine Learning-Based Production Forecasting for Offshore Gas Fields Using a Dynamic Material Balance Equation

Development of Machine Learning-Based Production Forecasting for Offshore Gas Fields Using a Dynamic Material Balance Equation

Offshore oil and gas fields pose significant challenges due to their lower accessibility compared to onshore fields. To enhance operational efficiency in these deep-sea environments, it is essential to design optimal fluid production conditions that ensure equipment durability and flow safety. This...

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Bibliographic Details
Main Authors: Junhyeok Hyoung, Youngsoo Lee, Sunlee Han
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Energies
Subjects:
offshore gas fields
machine learning
DMBE
production forecasting
Online Access:https://www.mdpi.com/1996-1073/17/21/5268
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