Two-Phase Flow Pattern Identification in Vertical Pipes Using Transformer Neural Networks

Two-Phase Flow Pattern Identification in Vertical Pipes Using Transformer Neural Networks

The oil and gas industry consistently embraces innovative technologies due to the significant expenses associated with hydrocarbon transportation, pipeline corrosion issues, and the necessity to gain a deeper understanding of two-phase flow characteristics. These solutions involve the implementation...

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Bibliographic Details
Main Authors: Carlos Mauricio Ruiz-Díaz, Erwing Eduardo Perilla-Plata, Octavio Andrés González-Estrada
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Inventions
Subjects:
transformer neural network
two-phase flow
flow pattern identification
machine learning
fluid transport
Online Access:https://www.mdpi.com/2411-5134/9/1/15

Internet

https://www.mdpi.com/2411-5134/9/1/15

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