Neural Network Meta-Modeling of Steam Assisted Gravity Drainage Oil Recovery Processes

Neural Network Meta-Modeling of Steam Assisted Gravity Drainage Oil Recovery Processes

Production of highly viscous tar sand bitumen using Steam Assisted Gravity Drainage (SAGD) with a pair of horizontal wells has advantages over conventional steam flooding. This paper explores the use of Artificial Neural Networks (ANNs) as an alternative to the traditional SAGD simulation approach....

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Bibliographic Details
Main Authors: Najeh Alali, Mahmoud Reza Pishvaie, Vahid Taghikhani
Format: Article
Language:English
Published: Iranian Institute of Research and Development in Chemical Industries (IRDCI)-ACECR 2010-09-01
Series:Iranian Journal of Chemistry & Chemical Engineering
Subjects:
artificial neural network (ann)
meta-modeling
surrogate modeling
enhanced oil recovery
steam assisted gravity drainage (sagd)
Online Access:http://www.ijcce.ac.ir/article_6644_13b6a8eabea0b3db59a0c78bce67a970.pdf

Internet

http://www.ijcce.ac.ir/article_6644_13b6a8eabea0b3db59a0c78bce67a970.pdf

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