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By: MAHMOOD
HEBAH
RESRVOIR SIMULATION
• Introduction
• Problem statement
• Aim & objectives
• Literature review
• Overall block diagram of the entire system
• Working Principle
• Software Results
• Project Testing
• Conclusion
• References
• Q&A
2
Nowadays the energy sources generation is getting more difficult
by using the enhanced and advanced level of technology around
the world and as non-renewable energy oil and gas industries
have become the largest and most demanded supplements of
energy generation.
3
1. THAI cause CO2 emission, and this might affect in human life
and in the environment.
2. Cost required to run this method is so expensive this problem
may affect the NPV of the project compared with VAPEX
method
3. The RF of the VAPEX is very low in some reservoir, so it need to
do reservoir simulation to know if this method is applicable to be
applied
The aim of this research is to
enhance the oil recovery factor by
using two new method of heavy
oil THAI, and VAPEX method
with considering the cost required
to run each method.
1. To construct THAI method based on the real data to
evaluate Enhanced Oil Recovery obtained from this
method.
2. To construct a VAPEX model to show the miscibility
effect on Enhanced Oil Recovery (EOR).
3. To evaluate the production outcome for each injection
method besides the profit of each method including
facilities cost
Aim Objectives
5
6
7
8
9
VAPEX injection process
THAI injection process
10
Temprature effect
Oil RF
AL
0
200
400
600
800
1000
1200
1400
0 500 1000 1500 2000
CP
0F
Temprature Vs Pressure
11
Test 1: THAI method test
Test 2: VAPEX method test
Test 3: Slim tube test
Test 4: Win Prop test
Test 5: Heat loss test
12
Test 1: THAI method test
Steam temperature =
650 ℉
Steam temperature =
600℉
Steam temperature =
400℉
Temperatu
re
140 ℉ Temperatur
e ℉
140 Temperature
℉
140
Material
Balance
error
0.37% Material
Balance
error
0.24% material
Balance error
0.22%
Max
change
in pressure
-9.98 psi Max change
in pressure
-15.6
psi
Max change
in pressure
- 10.7
psi
Cumulativ
e
Oil
production
3.95e+6
bbl
Cumulative
Oil
production
3.6e+6
bbl
Cumulative
Oil
production
2.4e+6
bbl
RF 71.4% RF 65.01 % RF 44.9 %
Production
rate
5000
bbl/d
Production
rate
5000
bbl/d
Production
rate
5000
bbl/d
Results by THAI method
13
Cumulative production set at ST= 650
Results for WC & Oil Rate set at ST= 650
RS
Cumulative production set at ST= 600
Results for WC & Oil Rate set at ST= 600
14
Oil Saturation for 2026
Oil Saturation for last year
RS
Oil Saturation for first year
15
Test 2: VAPEX method test
Results by VAPEX method
C3H8 = 30
BENZEN= 70
C3H8 = 50
BENZEN= 50
Temperature 140 ℉ Temperature ℉ 140
Material
Balance error
0.0015% Material Balance
error
0.0014%
Max change
in pressure
-0.74 psi Max change
in pressure
-750 psi
Cumulative
Oil production
2.7e+6
bbl
Cumulative
Oil production
1.68e+6
bbl
RF 62 % RF 55.5 %
Production
rate
1000
bbl/d
Production rate 1000
bbl/d
WC 0.025 % WC 0.11 %
16
COP for C3H8 = 30%, BENZEN= 70%
WC for C3H8 = 30%, BENZEN= 70%
RS
COP for C3H8 = 50%, BENZEN= 50%
WC for C3H8 = 50%, BENZEN= 50%
17
Oil Saturation for 2026
Oil Saturation for last year
RS
Oil Saturation for first year
18
Test 3: Slim tube test
Results by Slim tube
Initial Slim Tube Pressure 2450
Reservoir Temperature(°F) 140
1.2 PV CO2 injected 27 ft3
Total Oil in Place (STB) 6.7bbl
Pressure (psi) Cumulative Oil
Recovery (bbl)
500 0.04
1000 0.3
1500 0.8
2000 1.33
2500 1.76
3000 2.177
3500 2.18
4000 2.2
4500 2.18
5000 2.19
Pressure versus cumulative oil recovery
generated by GEM
19
MMP
RS
COP
0
0.5
1
1.5
2
2.5
0 1000 2000 3000 4000 5000 6000
(bbl)
(psi)
MMP
Miscible
20
Test 3: WinProp test
Trinary diagram for VAPEX Method
First Multiple contact calculation for MPP at 2650 psi
21
Multiple contact calculation at the achieved miscibility pressure
RS
WinProp MMP Results
22
Test 3: Heat loss test
Heat Loss result
Heat Loss result
23
Temperature Vs Depth
RS
Temperature Vs viscosity by prosper
24
Temperature Vs Viscosity in CMG software
RS
Oil viscosity generated from the PVT correlation
Temperature F Viscosity of oil cp
41 1231.8
77 353.872
131 78.8706
158 42.4931
446 1.13182
590 0.52409
734 0.323346
1022 0.190073
1238 0.15425
1382 0.140629
1526 0.131301
0
200
400
600
800
1000
1200
1400
0 500 1000 1500 2000
CP
0F
Temprature Vs Pressure
In brief, this project utilizes two types of EOR methods which use to produce heavy oil.
The first method is the TAHI method which use steam to reduce the viscosity. The
second method is the VAPEX method which use solvent to produce the heavy oil with
economical way and friendly environment. It has bee got the RF for VAPEX IS around
62%, and for THAI is 71%. After comparing the both results in term of ability, now will
compared it in terms of economics, the THAI method has profit which is 211.96×10^6
Dollars, and the VAPEX method is around 184.04×10^6$. So, the best method for this
reservoir is THAI method.
25
1. WEI, W. WANG, J. AND GATES, I. (2019) New Insights into Kerrobert Toe-to-Heel Air Injection (THAI)
Production Analysis. European Association of Geoscientists & Engineers. 5 (3). p. 1 -5.
2. MUHAMAD, H., UPRETI, R. S., LOHI, A. AND DOAN, H. (2015) Optimal control study to enhance oil
production in labscale Vapex by varying solvent injection pressure with time. Journal of Optimal control
application and method. 20 (3). p. 1-15.
3. ESMAEILI, A. AND AYOUB, M. (2017) Local thermal effect on vapor extraction (VAPEX) for heavy oil
enhanced recovery. International Field Exploration and Development Conference.12(4). p. 1-25.
4. LOWMAN, J. (2018) Development of a predictive model for the VAPEX process. Waterloo, Ontario,
Canada: University of Waterloo.
5. MUHAMMAD, R. AND AYOUB, M. (2020) This is an open-access article published under an ACS Author
Choice License, which permits copying and redistribution of the article or any adaptations for non-
commercial purposes. OCS omega 11 (7). p. 1-11.
26
PRODUCTION OPTIMIZATION ASSESSMENT USING THAI, AND VAPEX EOR METHODS BY USING RESERVOIR SIMULATION WITH CONSIDERING COST REQUIRED TO RUN EACH METHOD.
PRODUCTION OPTIMIZATION ASSESSMENT USING THAI, AND VAPEX EOR METHODS BY USING RESERVOIR SIMULATION WITH CONSIDERING COST REQUIRED TO RUN EACH METHOD.

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PRODUCTION OPTIMIZATION ASSESSMENT USING THAI, AND VAPEX EOR METHODS BY USING RESERVOIR SIMULATION WITH CONSIDERING COST REQUIRED TO RUN EACH METHOD.

  • 2. • Introduction • Problem statement • Aim & objectives • Literature review • Overall block diagram of the entire system • Working Principle • Software Results • Project Testing • Conclusion • References • Q&A 2
  • 3. Nowadays the energy sources generation is getting more difficult by using the enhanced and advanced level of technology around the world and as non-renewable energy oil and gas industries have become the largest and most demanded supplements of energy generation. 3
  • 4. 1. THAI cause CO2 emission, and this might affect in human life and in the environment. 2. Cost required to run this method is so expensive this problem may affect the NPV of the project compared with VAPEX method 3. The RF of the VAPEX is very low in some reservoir, so it need to do reservoir simulation to know if this method is applicable to be applied
  • 5. The aim of this research is to enhance the oil recovery factor by using two new method of heavy oil THAI, and VAPEX method with considering the cost required to run each method. 1. To construct THAI method based on the real data to evaluate Enhanced Oil Recovery obtained from this method. 2. To construct a VAPEX model to show the miscibility effect on Enhanced Oil Recovery (EOR). 3. To evaluate the production outcome for each injection method besides the profit of each method including facilities cost Aim Objectives 5
  • 6. 6
  • 7. 7
  • 8. 8
  • 9. 9 VAPEX injection process THAI injection process
  • 10. 10 Temprature effect Oil RF AL 0 200 400 600 800 1000 1200 1400 0 500 1000 1500 2000 CP 0F Temprature Vs Pressure
  • 11. 11 Test 1: THAI method test Test 2: VAPEX method test Test 3: Slim tube test Test 4: Win Prop test Test 5: Heat loss test
  • 12. 12 Test 1: THAI method test Steam temperature = 650 ℉ Steam temperature = 600℉ Steam temperature = 400℉ Temperatu re 140 ℉ Temperatur e ℉ 140 Temperature ℉ 140 Material Balance error 0.37% Material Balance error 0.24% material Balance error 0.22% Max change in pressure -9.98 psi Max change in pressure -15.6 psi Max change in pressure - 10.7 psi Cumulativ e Oil production 3.95e+6 bbl Cumulative Oil production 3.6e+6 bbl Cumulative Oil production 2.4e+6 bbl RF 71.4% RF 65.01 % RF 44.9 % Production rate 5000 bbl/d Production rate 5000 bbl/d Production rate 5000 bbl/d Results by THAI method
  • 13. 13 Cumulative production set at ST= 650 Results for WC & Oil Rate set at ST= 650 RS Cumulative production set at ST= 600 Results for WC & Oil Rate set at ST= 600
  • 14. 14 Oil Saturation for 2026 Oil Saturation for last year RS Oil Saturation for first year
  • 15. 15 Test 2: VAPEX method test Results by VAPEX method C3H8 = 30 BENZEN= 70 C3H8 = 50 BENZEN= 50 Temperature 140 ℉ Temperature ℉ 140 Material Balance error 0.0015% Material Balance error 0.0014% Max change in pressure -0.74 psi Max change in pressure -750 psi Cumulative Oil production 2.7e+6 bbl Cumulative Oil production 1.68e+6 bbl RF 62 % RF 55.5 % Production rate 1000 bbl/d Production rate 1000 bbl/d WC 0.025 % WC 0.11 %
  • 16. 16 COP for C3H8 = 30%, BENZEN= 70% WC for C3H8 = 30%, BENZEN= 70% RS COP for C3H8 = 50%, BENZEN= 50% WC for C3H8 = 50%, BENZEN= 50%
  • 17. 17 Oil Saturation for 2026 Oil Saturation for last year RS Oil Saturation for first year
  • 18. 18 Test 3: Slim tube test Results by Slim tube Initial Slim Tube Pressure 2450 Reservoir Temperature(°F) 140 1.2 PV CO2 injected 27 ft3 Total Oil in Place (STB) 6.7bbl Pressure (psi) Cumulative Oil Recovery (bbl) 500 0.04 1000 0.3 1500 0.8 2000 1.33 2500 1.76 3000 2.177 3500 2.18 4000 2.2 4500 2.18 5000 2.19 Pressure versus cumulative oil recovery generated by GEM
  • 19. 19 MMP RS COP 0 0.5 1 1.5 2 2.5 0 1000 2000 3000 4000 5000 6000 (bbl) (psi) MMP Miscible
  • 20. 20 Test 3: WinProp test Trinary diagram for VAPEX Method First Multiple contact calculation for MPP at 2650 psi
  • 21. 21 Multiple contact calculation at the achieved miscibility pressure RS WinProp MMP Results
  • 22. 22 Test 3: Heat loss test Heat Loss result Heat Loss result
  • 23. 23 Temperature Vs Depth RS Temperature Vs viscosity by prosper
  • 24. 24 Temperature Vs Viscosity in CMG software RS Oil viscosity generated from the PVT correlation Temperature F Viscosity of oil cp 41 1231.8 77 353.872 131 78.8706 158 42.4931 446 1.13182 590 0.52409 734 0.323346 1022 0.190073 1238 0.15425 1382 0.140629 1526 0.131301 0 200 400 600 800 1000 1200 1400 0 500 1000 1500 2000 CP 0F Temprature Vs Pressure
  • 25. In brief, this project utilizes two types of EOR methods which use to produce heavy oil. The first method is the TAHI method which use steam to reduce the viscosity. The second method is the VAPEX method which use solvent to produce the heavy oil with economical way and friendly environment. It has bee got the RF for VAPEX IS around 62%, and for THAI is 71%. After comparing the both results in term of ability, now will compared it in terms of economics, the THAI method has profit which is 211.96×10^6 Dollars, and the VAPEX method is around 184.04×10^6$. So, the best method for this reservoir is THAI method. 25
  • 26. 1. WEI, W. WANG, J. AND GATES, I. (2019) New Insights into Kerrobert Toe-to-Heel Air Injection (THAI) Production Analysis. European Association of Geoscientists & Engineers. 5 (3). p. 1 -5. 2. MUHAMAD, H., UPRETI, R. S., LOHI, A. AND DOAN, H. (2015) Optimal control study to enhance oil production in labscale Vapex by varying solvent injection pressure with time. Journal of Optimal control application and method. 20 (3). p. 1-15. 3. ESMAEILI, A. AND AYOUB, M. (2017) Local thermal effect on vapor extraction (VAPEX) for heavy oil enhanced recovery. International Field Exploration and Development Conference.12(4). p. 1-25. 4. LOWMAN, J. (2018) Development of a predictive model for the VAPEX process. Waterloo, Ontario, Canada: University of Waterloo. 5. MUHAMMAD, R. AND AYOUB, M. (2020) This is an open-access article published under an ACS Author Choice License, which permits copying and redistribution of the article or any adaptations for non- commercial purposes. OCS omega 11 (7). p. 1-11. 26