Oil production management based on neural network optimization of well operation at the pilot project site of the Vatyeganskoe field (Territorial Production Enterprise Povkhneftegaz)

Oil production management based on neural network optimization of well operation at the pilot project site of the Vatyeganskoe field (Territorial Production Enterprise Povkhneftegaz)

Optimization of the “mature” fields development in machine learning algorithms is one of the urgent problems nowadays. The task is set to extend the effective operation of wells, optimize production management at the late stage of field development. Based on the task set, the article provides an ove...

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Bibliographic Details
Main Authors: L. S. Brilliant, M. R. Dulkarnaev, M. Yu. Danko, A. O. Elisheva, D. K. Nabiev, A. I. Khutornaya, I. N. Malkov
Format: Article
Language:English
Published: Georesursy Ltd. 2024-04-01
Series:Georesursy
Subjects:
field development
neural network optimization
technological regime
machine learning
optimization problem
flood control
oil production
oil production management
Online Access:https://www.geors.ru/jour/article/view/150
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