Kniha Machine learning and petroleum engineering Abdoul Wahabou

Machine learning and petroleum engineering

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-18 dní
61.77
This work takes place in the context of the Volve oil field in the North Sea (Norway), and addresses...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2025
Stránok
100
EAN
9786208953072
ISBN
6208953073
Enbook ID
49090130
Hmotnosť
167
Rozmery
150 x 220 x 6

Kompletný popis

This work takes place in the context of the Volve oil field in the North Sea (Norway), and addresses the crucial problem of predicting and optimizing the productivity of oil wells. As the oil industry is strategic, it is essential to develop robust models to maximize production while minimizing costs and environmental impacts. The central objective here is to develop robust prediction models using advanced Machine Learning algorithms. More specifically, it aims to demonstrate the power of coupling Deep Learning with fluid flow simulation. In addition, the study focuses on the development of mathematical prediction models using the response surface method, while seeking to optimize well productivity parameters.

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