Inicio > Ciencias de la tierra, geografía, medioambiente, planificación > Ciencias de la tierra/geociencias > Aprendizado de máquina e engenharia de petróleo
Aprendizado de máquina e engenharia de petróleo

Aprendizado de máquina e engenharia de petróleo

Abdoul Wahabou / Lionel Boudouin Tamtchoun

91,01 €
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Ciencias de la tierra/geociencias
ISBN:
9786208953058
91,01 €
IVA incluido
Disponible

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Sobre IBD

Este trabalho insere-se no contexto do campo petrolífero de Volve no Mar do Norte (Noruega) e aborda o problema crucial da previsão e otimização da produtividade dos poços de petróleo. Dado que o sector petrolífero é estratégico, é essencial desenvolver modelos robustos para maximizar a produção, minimizando os custos e o impacto ambiental. O objetivo central deste trabalho é desenvolver modelos de previsão robustos utilizando algoritmos avançados de Aprendizagem Automática. Mais especificamente, pretende-se demonstrar o poder de associar a Aprendizagem Profunda à simulação do escoamento de fluidos. Além disso, o estudo analisa o desenvolvimento de modelos de previsão matemática utilizando o método da superfície de resposta, procurando otimizar os parâmetros de produtividade dos poços.

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