A hybrid integrated compositional reservoir simulator coupling machine learning and hard computing protocols

VB Putcha, T Ertekin - SPE Kingdom of Saudi Arabia Annual Technical …, 2018 - onepetro.org
The compositional representation of a petroleum system offers a greater detail in the phase
equilibria calculations when compared to the black-oil approach. However, the slow and …

A fully implicit EOS based compositional two-phase transient flow simulator in wellbores

JCS Nascimento, A dos Santos, CEP Ortiz… - Journal of Petroleum …, 2021 - Elsevier
Transient two-phase flow in pipes and wellbores appears in several processes in petroleum
industry. Predicting pressure, temperature and composition behavior during offshore well …

A Fast and Robust Compositional, Multi-Phase, Non-Isothermal Wellbore Hydraulics Model for Vertical Wells

VB Putcha, T Ertekin - SPE Annual Technical Conference and …, 2017 - onepetro.org
Production through wellbores in petroleum industry involves multi-phase flow of oil, gas and
water. It is necessary to capture the effects of varying composition of phases to represent …

Dynamic steam-trap-control simulation technique: formulation, implementation, and performance analysis

M Heidari, LX Nghiem - SPE Journal, 2018 - onepetro.org
Steam-trap subcool is a technique that is used to maintain the energy efficiency of the steam-
assisted-gravity-drainage (SAGD) process by most heavy-oil producers in Canada. The …

Effect of heterogeneity on SAGD start-up and optimization of steam circulation for a deep massive reservoir: A case study

Z Wang, B Han, Z Zou - SPE Reservoir Characterisation and …, 2017 - onepetro.org
Liaohe field is one of the largest heavy-oil fields in China. Its DN Block is a deep massive
ultra-heavy oil reservoir undertaking SAGD development, which will serve as a case study in …

Interdisciplinary semantic model for managing the design of a steam-assisted gravity drainage tooling system

M Leitch, Y Yusuf, Y Ma - Journal of Computational Design and …, 2018 - academic.oup.com
Complex engineering systems often require extensive coordination between different expert
areas in order to avoid costly design iterations and rework. Cyber-physics system (CPS) …

[图书][B] Integration of Numerical and Machine Learning Protocols for Coupled Reservoir-Wellbore Models: A Study for Gas Lift Optimization

VBS Putcha - 2017 - search.proquest.com
As the reservoir pressure declines with time, many of the wells do not have adequate
bottomhole pressure to carry the fluids to the surface. Under such circumstances, artificial lift …

[图书][B] Integrated modeling of wellbore in hybrid steam-solvent injection

RV de Almeida - 2016 - search.proquest.com
A proper selection of solvent is critical for hybrid steam-solvent injection processes. Injected
solvent must be in vapor phase in the steam chamber in order to propagate and effectively …