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Single well virtual metering research and application based on hybrid modeling of machine learning and mechanism model

As a supplement or alternative metering method for physical metering devices, Virtual Flow Metering (VFM) is more and more widely used in the upstream metering scenario of oil and gas fields. To enhance the accuracy of single well VFM system and improve the system maintenance convenience, a new VFM...

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Principais autores: Juncheng Mu, Shane McArdle, Jinjie Ouyang, Haifeng Wu
Formato: Artigo
Idioma:Inglês
Publicado em: KeAi Communications Co. Ltd. 2023-09-01
coleção:Journal of Pipeline Science and Engineering
Assuntos:
Mechanism model
Machine learning
Hybrid model
Well
Virtual metering
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2667143323000033
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