Impact of Three-Phase Relative Permeability and Hysteresis Models on Forecasts of Storage Associated With CO2-EOR
Abstract
Geological CO2 sequestration in conjunction with enhanced oil recovery (CO2-EOR) includes complex multiphase flow processes compared to CO2 storage in deep saline aquifers. Two of the most critical factors affecting multiphase flow in CO2-EOR are three-phase relative permeability and associated hysteresis, both of which are difficult to measure and are usually represented by numerical interpolation models. The purpose of this research is to improve understanding of (1) the relative impacts of different three-phase relative permeability models and hysteresis models on CO2 trapping mechanisms, and (2) uncertainty associated with these two factors. Four different three-phase relative permeability models and three hysteresis models were applied to simulations of an active CO2-EOR site, the SACROC unit located in western Texas. To eliminate potential bias of deterministic parameters, we utilized a sequential Gaussian simulation technique to generate 50 realizations to describe heterogeneity of porosity and permeability, based on data obtained from well logs and seismic survey. Simulation results of forecasted CO2 storage suggested that (1) the choice of three-phase relative permeability model and hysteresis model led to noticeable impacts on forecasted CO2 sequestration capacity; (2) impacts of three-phase relative permeability models and hysteresis models on CO2 trapping are small during the CO2-EOR injection period,more »
- Authors:
-
- Univ. of Utah, Salt Lake City, UT (United States)
- Utah Division of Water Resources, Salt Lake City, UT (United States)
- Jilin Univ., Changchun (China); Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Publication Date:
- Research Org.:
- Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA); Southwest Regional Partnership on Carbon Sequestration (SWP); Utah Science Technology and Research Initiative (USTAR)
- OSTI Identifier:
- 1558052
- Alternate Identifier(s):
- OSTI ID: 1422241
- Report Number(s):
- LA-UR-18-29374
Journal ID: ISSN 0043-1397
- Grant/Contract Number:
- 89233218CNA000001; FC26‐05NT42591; FC26-05NT42591
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Water Resources Research
- Additional Journal Information:
- Journal Volume: 54; Journal Issue: 2; Journal ID: ISSN 0043-1397
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 42 ENGINEERING; CO2 enhanced oil recovery (CO2‐EOR); CO2 sequestration; three‐phase relative permeability; hysteresis; trapping mechanisms
Citation Formats
Jia, Wei, McPherson, Brian, Pan, Feng, Dai, Zhenxue, Moodie, Nathan, and Xiao, Ting. Impact of Three-Phase Relative Permeability and Hysteresis Models on Forecasts of Storage Associated With CO2-EOR. United States: N. p., 2017.
Web. doi:10.1002/2017WR021273.
Jia, Wei, McPherson, Brian, Pan, Feng, Dai, Zhenxue, Moodie, Nathan, & Xiao, Ting. Impact of Three-Phase Relative Permeability and Hysteresis Models on Forecasts of Storage Associated With CO2-EOR. United States. https://doi.org/10.1002/2017WR021273
Jia, Wei, McPherson, Brian, Pan, Feng, Dai, Zhenxue, Moodie, Nathan, and Xiao, Ting. Thu .
"Impact of Three-Phase Relative Permeability and Hysteresis Models on Forecasts of Storage Associated With CO2-EOR". United States. https://doi.org/10.1002/2017WR021273. https://www.osti.gov/servlets/purl/1558052.
@article{osti_1558052,
title = {Impact of Three-Phase Relative Permeability and Hysteresis Models on Forecasts of Storage Associated With CO2-EOR},
author = {Jia, Wei and McPherson, Brian and Pan, Feng and Dai, Zhenxue and Moodie, Nathan and Xiao, Ting},
abstractNote = {Geological CO2 sequestration in conjunction with enhanced oil recovery (CO2-EOR) includes complex multiphase flow processes compared to CO2 storage in deep saline aquifers. Two of the most critical factors affecting multiphase flow in CO2-EOR are three-phase relative permeability and associated hysteresis, both of which are difficult to measure and are usually represented by numerical interpolation models. The purpose of this research is to improve understanding of (1) the relative impacts of different three-phase relative permeability models and hysteresis models on CO2 trapping mechanisms, and (2) uncertainty associated with these two factors. Four different three-phase relative permeability models and three hysteresis models were applied to simulations of an active CO2-EOR site, the SACROC unit located in western Texas. To eliminate potential bias of deterministic parameters, we utilized a sequential Gaussian simulation technique to generate 50 realizations to describe heterogeneity of porosity and permeability, based on data obtained from well logs and seismic survey. Simulation results of forecasted CO2 storage suggested that (1) the choice of three-phase relative permeability model and hysteresis model led to noticeable impacts on forecasted CO2 sequestration capacity; (2) impacts of three-phase relative permeability models and hysteresis models on CO2 trapping are small during the CO2-EOR injection period, and increase during the post-EOR CO2 injection period; (3) the specific choice of hysteresis model is more important relative to the choice of three-phase relative permeability model; and (4) using the recommended three-phase WAG (Water-Alternating-Gas) hysteresis model may increase the impact of three-phase relative permeability models and uncertainty due to heterogeneity.},
doi = {10.1002/2017WR021273},
journal = {Water Resources Research},
number = 2,
volume = 54,
place = {United States},
year = {Thu Dec 07 00:00:00 EST 2017},
month = {Thu Dec 07 00:00:00 EST 2017}
}
Web of Science
Works referenced in this record:
Comparison of the three-phase oil relative permeability models
journal, February 1989
- Delshad, Mojdeh; Pope, GaryA.
- Transport in Porous Media, Vol. 4, Issue 1
Estimation of Three-Phase Relative Permeability And Residual Oil Data
journal, October 1973
- Stone, H. L.
- Journal of Canadian Petroleum Technology, Vol. 12, Issue 04
Solubility and Displacement Behavior of a Viscous Crude With CO2 and Hydrocarbon Gases
journal, May 1994
- DeRuiter, R. A.; Nash, L. J.; Singletary, M. S.
- SPE Reservoir Engineering, Vol. 9, Issue 02
Impacts of relative permeability formulation on forecasts of CO 2 phase behavior, phase distribution, and trapping mechanisms in a geologic carbon storage reservoir* : Modeling and Analysis: Impacts of relative permeability formulation
journal, July 2016
- Moodie, Nathan; Pan, Feng; Jia, Wei
- Greenhouse Gases: Science and Technology, Vol. 7, Issue 2
Mixing and spreading of multiphase fluids in heterogeneous bimodal porous media
journal, April 2017
- Amooie, Mohammad Amin; Soltanian, Mohamad Reza; Xiong, Fengyang
- Geomechanics and Geophysics for Geo-Energy and Geo-Resources, Vol. 3, Issue 3
Probabilistic analysis of CO2 storage mechanisms in a CO2-EOR field using polynomial chaos expansion
journal, August 2016
- Jia, Wei; McPherson, Brian J.; Pan, Feng
- International Journal of Greenhouse Gas Control, Vol. 51
Experimental and Theoretical Studies of Three Phase Relative Permeability
conference, April 2013
- Ahmadloo, Farid; Asghari, Koorosh; Jamaloei, Benyamin Yadali
- SPE Annual Technical Conference and Exhibition
The Global Carbon Cycle: A Test of Our Knowledge of Earth as a System
journal, October 2000
- Falkowski, P.
- Science, Vol. 290, Issue 5490
Understanding the impact of open-framework conglomerates on water–oil displacements: the Victor interval of the Ivishak Reservoir, Prudhoe Bay Field, Alaska
journal, December 2014
- Gershenzon, Naum I.; Soltanian, Mohamadreza; Ritzi, Robert W.
- Petroleum Geoscience, Vol. 21, Issue 1
Calculation of Imbibition Relative Permeability for Two- and Three-Phase Flow From Rock Properties
journal, June 1968
- Land, Carlon S.
- Society of Petroleum Engineers Journal, Vol. 8, Issue 02
Impact of reservoir wettability and heterogeneity on CO 2 -plume migration and trapping capacity
journal, March 2017
- Al-Khdheeawi, Emad A.; Vialle, Stephanie; Barifcani, Ahmed
- International Journal of Greenhouse Gas Control, Vol. 58
Three-Phase Flow in Field-Scale Simulations of Gas and WAG Injections
conference, October 1994
- Guzman, R. E.; Domenico, Giordano; Fayers, F. J.
- Proceedings of European Petroleum Conference
Impact of relative permeability hysteresis on the numerical simulation of WAG injection
journal, February 2006
- Spiteri, Elizabeth J.; Juanes, Ruben
- Journal of Petroleum Science and Engineering, Vol. 50, Issue 2
Influence of CO 2 -wettability on CO 2 migration and trapping capacity in deep saline aquifers : Short Communication: Influence of CO
journal, November 2016
- Al-Khdheeawi, Emad A.; Vialle, Stephanie; Barifcani, Ahmed
- Greenhouse Gases: Science and Technology, Vol. 7, Issue 2
Hydrothermodynamic mixing of fluids across phases in porous media: HYDROTHERMODYNAMIC MIXING
journal, April 2017
- Amooie, Mohammad Amin; Soltanian, Mohamad Reza; Moortgat, Joachim
- Geophysical Research Letters, Vol. 44, Issue 8
Hysteresis and Field-Scale Optimization of WAG Injection for Coupled CO2-EOR and Sequestration
conference, April 2013
- Ghomian, Yousef; Pope, Gary Arnold; Sepehrnoori, Kamy
- SPE Symposium on Improved Oil Recovery
Comparison of Reservoir Simulation Hysteresis Options
conference, April 2013
- Kossack, C. A.
- SPE Annual Technical Conference and Exhibition
Dissolution Trapping of Carbon Dioxide in Heterogeneous Aquifers
journal, June 2017
- Soltanian, Mohamad Reza; Amooie, Mohammad Amin; Gershenzon, Naum
- Environmental Science & Technology, Vol. 51, Issue 13
Modeling geologic storage of carbon dioxide: Comparison of non-hysteretic and hysteretic characteristic curves
journal, June 2007
- Doughty, Christine
- Energy Conversion and Management, Vol. 48, Issue 6
Three-Phase Relative Permeability Correlations
conference, April 2013
- Baker, L. E.
- SPE Enhanced Oil Recovery Symposium
Simulation of Relative Permeability Hysteresis to the Nonwetting Phase
conference, April 2013
- Carlson, Francis M.
- SPE Annual Technical Conference and Exhibition
Impact of relative permeability hysteresis on geological CO 2 storage : IMPACT OF HYSTERESIS ON GEOLOGICAL CO
journal, December 2006
- Juanes, R.; Spiteri, E. J.; Orr, F. M.
- Water Resources Research, Vol. 42, Issue 12
Evaluation of pressure management strategies and impact of simplifications for a post-EOR CO2 storage project
journal, March 2017
- Jia, Wei; McPherson, Brian; Dai, Zhenxue
- Geomechanics and Geophysics for Geo-Energy and Geo-Resources, Vol. 3, Issue 3
Methodology for Numerical Simulation With Cycle-Dependent Relative Permeabilities
journal, June 1998
- Larsen, J. A.; Skauge, Arne
- SPE Journal, Vol. 3, Issue 02
Probability Model for Estimating Three-Phase Relative Permeability
journal, February 1970
- Stone, H. L.
- Journal of Petroleum Technology, Vol. 22, Issue 02
Uncertainty Quantification for CO2 Sequestration and Enhanced Oil Recovery
journal, January 2014
- Dai, Zhenxue; Viswanathan, Hari; Fessenden-Rahn, Julianna
- Energy Procedia, Vol. 63
Update of Industry Experience With CO2 Injection
conference, April 2013
- Hadlow, R. E.
- SPE Annual Technical Conference and Exhibition
Fundamental Analysis of the Impacts Relative Permeability has on $$\hbox {CO}_{2}$$ CO 2 Saturation Distribution and Phase Behavior
journal, August 2014
- Moodie, Nathan; McPherson, Brian; Lee, Si-Yong
- Transport in Porous Media, Vol. 108, Issue 1
Evaluation of trapping mechanisms in geologic CO2 sequestration: Case study of SACROC northern platform, a 35-year CO2 injection site
journal, April 2010
- Han, W. S.; McPherson, B. J.; Lichtner, P. C.
- American Journal of Science, Vol. 310, Issue 4
Prospects for subsurface CO 2 sequestration
journal, April 2010
- Firoozabadi, Abbas; Myint, Philip C.
- AIChE Journal, Vol. 56, Issue 6
Assessment of Three-Phase Relative Permeability Models Using Laboratory Hysteresis Data
conference, April 2013
- Element, D. J.; Masters, J. H. K.; Sargent, N. C.
- SPE International Improved Oil Recovery Conference in Asia Pacific
Three-phase flow in porous media: A review of experimental studies on relative permeability
journal, August 2014
- Alizadeh, A. H.; Piri, M.
- Reviews of Geophysics, Vol. 52, Issue 3
Stabilization Wedges: Solving the Climate Problem for the Next 50 Years with Current Technologies
journal, August 2004
- Pacala, S.
- Science, Vol. 305, Issue 5686
Critical Dynamics of Gravito-Convective Mixing in Geological Carbon Sequestration
journal, November 2016
- Soltanian, Mohamad Reza; Amooie, Mohammad Amin; Dai, Zhenxue
- Scientific Reports, Vol. 6, Issue 1
Numerical Evaluation of Uncertainty in Water Retention Parameters and Effect on Predictive Uncertainty
journal, January 2009
- Pan, Feng; Ye, Ming; Zhu, Jianting
- Vadose Zone Journal, Vol. 8, Issue 1
Influence of injection well configuration and rock wettability on CO 2 plume behaviour and CO 2 trapping capacity in heterogeneous reservoirs
journal, July 2017
- Al-Khdheeawi, Emad A.; Vialle, Stephanie; Barifcani, Ahmed
- Journal of Natural Gas Science and Engineering, Vol. 43
Screening, Evaluation, and Ranking of Oil Reservoirs Suitable for CO2-Flood EOR and Carbon Dioxide Sequestration
journal, September 2002
- Shaw, J.; Bachu, S.
- Journal of Canadian Petroleum Technology, Vol. 41, Issue 09
An Integrated Framework for Optimizing CO 2 Sequestration and Enhanced Oil Recovery
journal, November 2013
- Dai, Zhenxue; Middleton, Richard; Viswanathan, Hari
- Environmental Science & Technology Letters, Vol. 1, Issue 1
Uncertainty analysis of carbon sequestration in an active CO2-EOR field
journal, August 2016
- Pan, Feng; McPherson, Brian J.; Dai, Zhenxue
- International Journal of Greenhouse Gas Control, Vol. 51
CO 2 Accounting and Risk Analysis for CO 2 Sequestration at Enhanced Oil Recovery Sites
journal, June 2016
- Dai, Zhenxue; Viswanathan, Hari; Middleton, Richard
- Environmental Science & Technology, Vol. 50, Issue 14
Three-Phase Relative Permeability of Berea Sandstone
journal, August 1990
- Oak, M. J.; Baker, L. E.; Thomas, D. C.
- Journal of Petroleum Technology, Vol. 42, Issue 08
A Guide to CO2 Sequestration
journal, June 2003
- Lackner, K. S.
- Science, Vol. 300, Issue 5626, p. 1677-1678
Simulating the Cranfield geological carbon sequestration project with high-resolution static models and an accurate equation of state
journal, November 2016
- Soltanian, Mohamad Reza; Amooie, Mohammad Amin; Cole, David R.
- International Journal of Greenhouse Gas Control, Vol. 54
Relative Permeability Characteristics for Supercritical CO2 Displacing Water in a Variety of Potential Sequestration Zones
conference, April 2013
- Bennion, Brant; Bachu, Stefan
- SPE Annual Technical Conference and Exhibition
Investigating the Effect of Hysteresis modelling on Numerical Simulation of Immiscible WAG Injection
conference, April 2013
- Hoseini, Javad; Masoudi, Rahim; Mousavi Mirkalaei, Seyed Mousa
- International Petroleum Technology Conference
Sensitivity of Steam Displacement Predictions to Three-Phase Relative Permeability Models
conference, April 2013
- Sato, K.; Aziz, K.
- SPE Annual Technical Conference and Exhibition
Three-Phase Flow in Field-Scale Simulations of Gas and WAG Injections
conference, April 2013
- Guzman, R. E.; Domenico, Giordano; Fayers, F. J.
- European Petroleum Conference
Three-Phase Relative Permeability of Petroleum Reservoirs
conference, April 2003
- Pejic, Dragan; Maini, Brij B.
- SPE Latin American and Caribbean Petroleum Engineering Conference, All Days
Relative-Permeability Hysteresis: Trapping Models and Application to Geological CO2 Sequestration
conference, October 2005
- Spiteri, Elizabeth; Juanes, Ruben; Blunt, Martin Julian
- SPE Annual Technical Conference and Exhibition, All Days
Works referencing / citing this record:
Density‐Driven Convection in a Fractured Porous Media: Implications for Geological CO 2 Storage
journal, July 2019
- Kim, Minji; Kim, Kue‐Young; Han, Weon Shik
- Water Resources Research, Vol. 55, Issue 7