geo-seq project
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COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
GEO-SEQ ProjectNumerical Model Comparison Study for
Greenhouse Gas Sequestration in Coalbeds
David H.-S. Law
Alberta Research Council (ARC) Inc.Edmonton, Alberta, Canada
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
GEO-SEQ Project: Website
http://esb.lbl/GEOSEQ/
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
GEO-SEQ Project
Part I: Pure CO2 InjectionPart II: Flue Gas Injection
Task C-1
Enhancement of Numerical Simulators for Greenhouse Gas Sequestration in Deep,
Unminable Coal Seams
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
GEO-SEQ ProjectTask C-1: Approach
Identify potential participants with coalbed methane (CBM) simulators
CBM simulators accessible to research teamInvitation to other interested groups
Work with participants to setup problem setsCompare numerical results from different CBM simulators based on problem setsDocument numerical solutionsIdentify areas of improvement for different CBM simulatorsProvide field data for validation of CBM simulators
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Modification of Numerical ModelsCoalbed Methane (CBM) Recovery Processes
Primary CBM Recovery:Dual porosity nature of coalbedDarcy flows of gas and water in the natural fracture system in coalDiffusion of a single gas component from the coal matrix to the natural fracture systemAdsorption/desorption of a single gas component at the coal surfaceCoal matrix shrinkage due to gas desorption
Enhanced CBM Recovery:Coal matrix swelling due to CO2adsorption on the coal surfaceCompaction/dilation of the natural fracture system due to stressesDiffusion of multiple gas components from the coal matrix to the natural fracture systemMovement of water between the coal matrix and the natural fracture systemAdsorption/desorption of multiple gas components at the coal surfaceNon-isothermal adsorption due to different in temperature between the coalbed and the injected CO2
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Sets for Model ComparisonPart I: Pure CO2 Injection
r
r
r
a
r
r
a
1 (Single Well)
arrrCoal Shrinkage/Swelling
(ECBM Processes)
aarrCoal Shrinkage
(Primary Process)
aarrStress Dependent Permeability
& Porosity
aaaaMixed Gas Sorption
(Extended Langmuir Model)
ararMixed Gas Diffusion
(Different Diffusion Rates)
ararDual Porosity Approach
aaaaTwo Gas Components
5(Field Test)
4(5–spot)
3(5–spot)
2(5–spot)
Model Attributes Tested
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Participating Numerical ModelsCommercial models
GEM- Computer Modelling Group (CMG), Calgary, Alberta, Canada
ECLIPSE- Schlumberger GeoQuest, Abingdon, United Kingdom
SIMED II- CSIRO, Sydney, Australia/TNO, Utrecht, The Netherlands
COMET 2- Advanced Resources International (ARI), Arlington, Virginia,
U.S.A.
Non-Commercial modelGCOMP
- BP, Houston, Texas, U.S.A.
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Acknowledgement
GEMPeter Sammon, CMGLong Nghiem, CMGMohamed Hassam, CMG
ECLIPSEJim Bennett, GeoQuestSridhar Srinivassen, GeoQuestTim Hower, Malkewicz Hueni Associates
SIMED IIBert van der Meer, TNOXavier Choi, CSIRO
COMET2Larry Pekot, ARIScot Reeves, ARI
GCOMPJohn Mansoori, BPMel Miner, Marlet Consulting
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Numerical ModelsFeatures for ECBM Modelling
aaaraCoal Shrinkage/Swelling
(ECBM Process)
aaaraCoal Shrinkage
(Primary Process)
aaaaaStress Dependent Permeability & Porosity
aaaraMixed Gas Sorption
(Extended Langmuir Model)
raaaaMixed Gas Diffusion
(Different Diffusion Rates)
raaaaDual Porosity Approach
aaaraMultiple Gas Components(3 or more: CH4, CO2 & N2)
GCOMPCOMET 2SIMED IIECLIPSEGEMCBM Simulators
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Model ComparisonProblem Sets Completed
Problem Set 1: single well CO2 injection testProblem Set 2: 5-spot CO2 injection process
Part I: Pure CO2 Injection
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
CO2 Sequestration in CoalbedsProblem Set 1: Single Well CO2 Injection Test
15-day CO2 injection periodInjection rate = 28,316.82 sm3/d
45-day shut-in period60-day production period
BHP = 275 kPa62.5-day shut-in periodTotal test period = 182.5 days
29 x 1 Grid System
9 m
454 m
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 1: Single Well CO2 Injection TestWell Bottom-hole Pressure
CO2 Injection
Pressure Falloff
Gas Production
Pressure Buildup
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
CO2 Sequestration in Coalbeds Problem Set 2: 5-Spot CO2 Injection Process
182.5-day continuous CO2 injection periodInjection rate = 28,316.82 sm3/d
182.5-day production periodBHP = 275 kPa
I
PP
P P P
I
50.294 m
1/4 of 2.5-acre 5-Spot Pattern11 x 11 Grid System
I
PP
P P
I
PP
P P P
I
50.294 m
1/4 of 2.5-acre 5-Spot Pattern11 x 11 Grid System
P
I
50.294 m
1/4 of 2.5-acre 5-Spot Pattern11 x 11 Grid System
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 2: 5-Spot CO2 Injection ProcessCH4 Production Rate
CO2 Injection
Primary
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 2: 5-Spot CO2 Injection ProcessCO2 Distribution
30 days 60 days 90 days
ECLIPSE
GEM
CO2
CO2 Mole Fraction in Gas Phase in Fracture
COMET2
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Conclusions on Model ComparisonProblem Sets 1 and 2
In general, there are good agreement between the results from different numerical models
Baseline runs have been established for different numerical models which will be compared based on more complex problem sets
Frequent communication with participants is essential to eliminate errors in data entryDifference between numerical prediction may results in a variety of reasons:
Handling of dual porosity approach in the modelHandling of wells (e.g., ¼ well in 5-spot pattern)Selection of numerical control parameters
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
PublicationProblem Sets 1 and 2
SPE Paper No. 75669 entitled “Numerical Simulation Comparison Study for Enhanced Coalbed Methane Recovery Processes, Part I: Pure Carbon Dioxide Injection”, was accepted for presentation at the SPE/CERI Gas Technology Symposium (GTS) 2002, Calgary, Alberta, Canada, April 30-May 2, 2002
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Model ComparisonProblem Sets In Progress
Problem Set 3: 5-spot CO2 injection processEffect of desorption time constant
Problem Set 4: 5-spot CO2 injection processEffect of stress dependent permeability
Part I: Pure CO2 Injection
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 3: 5-Spot CO2 Injection ProcessEffect of Desorption Time Constant
Dc : Diffusion coefficient (m2/d)tdes : Desorption time constant (d)σ : Geometirc factor (1/m2)
++= 2221114zyx lll
σ
cdes
Dt
σ=1
For Example:
Kazemi
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 3: 5-Spot CO2 Injection ProcessEffect of Desorption Time Constant
I
PP
P P
GEM:Desorption Time Constant = 0.004 dayDesorption Time Constant = 77.2 daysDesorption Time Constant = 192.9 daysDesorption Time Constant = 385.8 days
CO2 Injection
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 4: 5-Spot CO2 Injection ProcessEffect of Stress Dependent Permeability
0
2
4
6
8
10
12
14
0 5000 10000 15000 20000
Pressure (kPa)
Perm
eabi
lity
Rat
ioPalmer & Mansoori Theory (1996)
φi = 0.001
Young’s modulus:E = 1.999 × 106 kPaE = 3.068 × 106 kPa
Pi = 7650 kPa
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 4: 5-Spot CO2 Injection ProcessEffect of Stress Dependent Permeability
I
PP
P P
BP GCOMP:No EffectE = 1.999 × 106 kPaE = 3.068 × 106 kPa
CO2 Injection
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Model ComparisonProblem Set In Progress
Problem Set 5: history matching of field dataARC’s Micro-Pilot with CO2 InjectionConfidential data involved
Part I: Pure CO2 Injection
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Alberta Research Council (ARC)Greenhouse Gas Sequestration Project
Fenn Big Valley, Central Alberta, Canada
Edmonton
Calgary
Red Deer
T37
T36
T35
R22 R21 R20W4
Test Site
Fenn Big Valley
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
Problem Set 5: History Matching of Field DataARC’s Micro-Pilot with CO2 Injection
CO2 Injection
Pressure Falloff
Gas Production
Pressure Buildup
Symbols: FieldCurves: Numerical
COAL-SEQ I, Houston, Texas, U.S.A., March 14-15, 2002 All Rights Reserved
GEO-SEQ Task C-1: Web Site
http://www.arc.ab.ca/extranet/ecbm/