Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Ammar Agnia"'
Publikováno v:
SPE Journal. 27:349-363
Summary Trusting a machine-learning model is a critical factor that will speed the spread of the fourth industrial revolution. Trust can be achieved by understanding how a model is making decisions. For white-box models, it is easy to “see” the m
Publikováno v:
Day 3 Wed, October 05, 2022.
Carbonate reservoir characterization is often challenging due to variable mineralogy, pore-geometry, texture, and diagenetic processes that modified the rock fabric and its petrophysical properties affecting rock typing, reservoir-potential evaluatio
Publikováno v:
Day 4 Thu, November 18, 2021.
It is not trivial to devise a universally accepted metric to assess the convergence of a Monte Carlo process. For the case of reservoir model, there is no "true" solution to compare against, so there is no choice but to reach statistical convergence
Publikováno v:
Day 1 Tue, October 12, 2021.
In this paper we introduce for the first time an innovative approach for deriving Oil Formation Volume Factor (Bo) by mean of artificial intelligence method. In a new proposed application Self-Organizing Map (SOM) technology has been merged with stat
Publikováno v:
Scopus-Elsevier
This paper presents a physically consistent approach to modify black oil PVT tables to guarantees numerical consistency in reservoir simulation model stability with respect to phase and volumetric calculations. Three sets of checks are performed to d
Publikováno v:
Day 1 Mon, November 11, 2019.
Typically, the Monte Carlo simulation (MCS) approach was generally applied to assess and quantify uncertainty in probabilistic reserve estimates and improve risk decision making, regrdless of that it can be quite computationally intensive, MCS method
Publikováno v:
Day 3 Tue, October 17, 2017.
In the presence of an active aquifer, water coning in a vertical wells phenomenon may cause a significant Reduction of the well productivity, thus reducing the ultimate oil recovery, increasing the cost of production operations, and arising environme
Publikováno v:
All Days.
Within the framework of reservoir management streamline simulation finds one of its typical applications as one of the effective tool to improve gasflood and pressure maintance performance. Streamlines provide an instantaneous visualization of flow p
Publikováno v:
SPE Kuwait Oil and Gas Show and Conference.
Publikováno v:
All Days.
Abstract The relative permeability concept has been used extensively in reservoir engineering. As numerical reservoir simulation has become more popular as a tool for reservoir development, the role of relative permeability data became even more evid