Redistribution of Steam Injection in Heavy Oil Reservoir Management to Improve EOR Economics, Powered by a Unique Integration of Reservoir Physics and Machine Learning

2017 ◽  
Author(s):  
Pallav Sarma ◽  
Stylianos Kyriacou ◽  
Mark Henning ◽  
Paul Orland ◽  
Ganesh Thakur ◽  
...  
Keyword(s):  
Machine Learning ◽  
Heavy Oil ◽  
Reservoir Management ◽  
Steam Injection ◽  
Oil Reservoir ◽  
Heavy Oil Reservoir

A New Method of Calculating Water Invasion for Heavy Oil Reservoir by Steam Injection

2007 ◽  
Author(s):  
Hong'en Dou ◽  
Changchun Chen ◽  
Yuwen Chang ◽  
Xiaolin Wang ◽  
Fenglan Wang ◽  
...  
Keyword(s):  
Heavy Oil ◽  
Steam Injection ◽  
New Method ◽  
Oil Reservoir ◽  
Heavy Oil Reservoir

Seismic characterization of heavy oil reservoir during thermal production: A case study

Geophysics ◽  
2017 ◽  
Vol 82 (1) ◽  
pp. B13-B27 ◽  
Author(s):  
Hemin Yuan ◽  
De-Hua Han ◽  
Weimin Zhang
Keyword(s):  
Heavy Oil ◽  
Rock Physics ◽  
Time Lapse ◽  
Steam Injection ◽  
Oil Reservoirs ◽  
Inversion Method ◽  
Oil Reservoir ◽  
Steam Chamber ◽  
Heavy Oil Reservoirs ◽  
Heavy Oil Reservoir

Heavy oil reservoirs are important alternative energy resources to conventional oil and gas reservoirs. However, due to the high viscosity, most production methods of heavy oil reservoirs involve thermal production. Heavy oil reservoirs’ properties change dramatically during thermal production because the viscosity drops drastically with increasing temperature. Moreover, the velocity and density also decrease after steam injection, leading to a longer traveltime of seismic velocities and low impedance of the steam chamber zone. These changes of properties can act as indicators of the steam chamber and can be detected through the time-lapse inversion method. We first establish the rock-physics relationship between oil sands’ impedance and temperature on the basis of our previous laboratory work. Then, we perform the forward modeling of the heavy oil reservoir with the steam chamber to demonstrate the influence of steam injection on seismic profiles. Then, we develop a modified-Cauchy prior-distribution-based time-lapse inversion method and perform a 2D model test. The inversion method is then applied on the real field data, and the results are analyzed. By combining the inverted impedance and rock-physics relation between impedance and temperature, the temperature distribution map is obtained, which can work as an indicator of steam chamber. Finally, an empirical relation between impedance and velocity is established, and velocity is derived from the impedance.

Controlled Source EM to Monitor Steam Injection in the Ratqa Heavy Oil Reservoir

2018 ◽  
Author(s):  
Nestor Cuevas ◽  
Adel Hassan El-Emam ◽  
Jarrah Al-Jenaie ◽  
Mohamed Hafez ◽  
Federico Ceci ◽  
...  
Keyword(s):  
Heavy Oil ◽  
Steam Injection ◽  
Oil Reservoir ◽  
Controlled Source ◽  
Heavy Oil Reservoir
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