Modeling the performance of large-scale CO2 storage systems: A comparison of different sensitivity analysis methods

International Journal of Greenhouse Gas Control

Volumn 17, Issue , 2013, Pages 189-205

  Wainwright, Haruko M ^a   Finsterle, Stefan ^a   Zhou, Quanlin ^a   Birkholzer, Jens T ^a  

^a LAWRENCE BERKELEY NATIONAL LABORATORY   (United States)

Author keywords

Basin scale reservoir model; Pressure buildup; Sensitivity analysis

Indexed keywords

CARBON DIOXIDE; ECONOMIC AND SOCIAL EFFECTS; PETROLEUM RESERVOIR ENGINEERING; RESERVOIR MANAGEMENT; RISK ASSESSMENT;

CARBON SEQUESTRATION; COMPUTATIONAL RESOURCES; PARAMETER SENSITIVITIES; PARAMETER UNCERTAINTY; PHYSICAL INTERPRETATION; PRESSURE BUILD UP; RESERVOIR MODELING; RESERVOIR PERMEABILITY;

SENSITIVITY ANALYSIS;

CARBON DIOXIDE; CARBON SEQUESTRATION; COMPARATIVE STUDY; MODELING; MULTICRITERIA ANALYSIS; SATURATION; SENSITIVITY ANALYSIS;

CALIFORNIA; SAN JOAQUIN BASIN; UNITED STATES;

EID: 84879357065     PISSN: 17505836     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijggc.2013.05.007     Document Type: Article

References (44)

1. 2 leakage from deep geological storage. Transport in Porous Media 2010, 82(1):215-246.
2. 2-brine systems. Environmental Geology 2008, 54(8):1707-1722.
3. 2 in saline aquifers, OTC 19244. Proceedings of 2008 Offshore Technology Conference 2008.
4. 2 storage: Capacity and regulatory implications. International Journal of Greenhouse Gas Control 2009, 3(6):745-756.
5. 2 storage in deep saline aquifers: a sensitivity study on the pressure response in stratified systems. International Journal of Greenhouse Gas Control 2009, 3(2):181-194.
6. 2 storage projects. Energy Procedia 2011, 4:4371-4378.
7. 2 storage: static and dynamic evaluations. International Journal of Greenhouse Gas Control 2011, 5(4):850-861.
8. Cacuci D.G. Sensitivity and Uncertainty Analysis, Vol. 1: Theory 2003, Chapman and Hall/CRC Press, Boca Raton, FL.
9. 2 storage: Multi-scale heterogeneity and its impacts on storage capacity, injectivity and leakage. International Journal of Greenhouse Gas Control 2012, 10:397-418.
10. Doherty J. PEST: Model-independent Parameter Estimation 2008, Watermark Numerical Computing, Brisbane, Australia. http://pesthomepage.org/.
11. Finsterle S. iTOUGH2 User's Guide, Report LBNL-40040 2010, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
12. Finsterle S., Zhang Y. Solving iTOUGH2 simulation and optimization problems using the PEST protocol. Environmental Modelling & Software 2011, 26:959-968. 10.1016/j.envsoft.2011.02.008.
13. Fisher R.A. On the probable error of a index of correlation deduced from a small sample. Metron 1921, 1(4):3-13.
14. Foglia L., Hill M.C., Mehl S.W., Burlando P. Sensitivity analysis, calibration, and testing of a distributed hydrological model using error-based weighting and one objective function. Water Resources Research 2009, 45:W06427. 10.1029/2008WR007255.
15. Glen G., Isaacs K. Estimating Sobol' sensitivity indices using correlations. Environmental Modelling & Software 2012, 37:157-166. ISSN 1364-8152. 10.1016/j.envsoft.2012.03.014.
16. Homma T., Saltelli A. Importance measures in global sensitivity analysis of nonlinear models. Reliability Engineering System Safety 1996, 52(1):1-17. ISSN 0951-8320. 10.1016/0951-8320(96)00002-6.
17. 2 plume during carbon dioxide storage in saline aquifers: storage efficiency for capillary trapping at the basin scale. Transport in Porous Media 2010, 82(1):19-30. 10.1007/s11242-009-9420-3.
18. 2 on shallow groundwater chemistry: observations at a natural analog site and implications for carbon sequestration. Environmental Earth Sciences 2010, 60(3):521-536.
19. 2 storage simulation. Water Resources Research 2011, 47:W05534. 10.1029/2010WR009707.
20. Li J.D., Duan Q.Y., Gong W., Ye A.Z., Dai Y.J., Miao C.Y., Di Z.H., Tong C., Sun Y.W. Assessing parameter importance of the common land model based on qualitative and quantitative sensitivity analysis. Hydrology and Earth System Sciences Discussions 2003, 10:2243-2286. 10.5194/hessd-10-2243-2013.
21. 2 leakage through a fault with multiphase and nonisothermal effects. Greenhouse Gases Science and Technology 2012, 2:445-459. 10.1002/ghg.130.
22. Morris M.D. Factorial sampling plans for preliminary computational experiments. Technometrics 1991, 33(2):161-174.
23. Nicot J.-P., Oldenburg C.M., Bryant S.L., Hovorka S.D. Pressure perturbations from geologic carbon sequestration: Area-of-review boundaries and borehole leakage driving forces. The 9th International Conference on Greenhouse Gas Control Technologies (GHGT-9) 2008.
24. 2: Modeling Approaches for Large-scale Simulation 2011, John Wiley and Sons, New York.
25. 2 plume evolution during injection. Transport in Porous Media 2005, 58(3):339-360. 10.1007/s11242-004-0670-9.
26. 2 leakage including multiple geological layers and multiple leaky wells. Environmental Science and Technology 2009, 43(3):743-749.
27. Pau G., Zhang Y., Finsterle S. Reduced order models for subsurface flow in iTOUGH2, Proceedings, TOUGH Symposium 2012 2012, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
28. 2, Report LBNL-57952 2005, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
29. Pruess K., Oldenburg C., Moridis G. TOUGH2 User's Guide, Version 2.0, Report LBNL-43134 1999, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
30. Saltelli A., Ratto M., Tarantola S., Campolongo F., European Commission Joint Research Centre of Ispra (I) Sensitivity analysis practices: strategies for model-based inference. Reliability Engineering & System Safety 2006, 91(10-11):1109-1125. 10.1016/j.ress.2005.11.014.
31. Saltelli A., Ratto M., Andres T., Campolongo F., Cariboni J., Gatelli D., Saisana M., Tarantola S. Global Sensitivity Analysis: The Primer 2008, John Wiley and Sons.
32. 2 for geological sequestration. Energy Conversion and Management 2002, 43(2):185-198.
33. Sobol' I.M. Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Mathematics and Computers in Simulation 2001, 55(1-3):271-280.
34. Stauffer P.H., Viswanathan H.S., Pawar R.J., Guthrie G.D. A system model for geologic sequestration of carbon dioxide. Environmental Science and Technology 2009, 43:565-570.
35. 2 geological sequestration. International Journal Greenhouse Gas Control 2013, 12:108-123.
36. van Genuchten M.Th. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 1980, 44(5):892-898.
37. 2 sequestration natural analog site in Chimayo, New Mexico. International Journal of Greenhouse Gas Control 2012, 10:199-214.
38. 2 sequestration using surrogate models from polynomial chaos expansion. Industrial & Engineering Chemistry Research 2012, 10.1021/ie300856p.
39. Zhang K., Wu Y.S., Pruess K. User's Guide for TOUGH2-MP - A massively parallel version of the TOUGH2 Code, Report LBNL-315E 2008, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
40. 2 leakage from deep geological storage. Chemical Geology 2009, 268(3):281-297.
41. 2. Greenhouse Gases: Science and Technology 2011, 1:11-20.
42. 2 storage for full-scale deployment. Ground Water 2010, 48(4):494-514.
43. Zhou Q., Birkholzer J.T., Wagoner J.L. Modeling the potential impact of geologic carbon sequestration in the southern San Joaquin basin, California 2011, The Ninth Annual Carbon Capture & Sequestration, Pittsburgh, PA, USA.
44. Zoback M.D., Gorelick S.M. Earthquake triggering and large-scale geologic storage of carbon dioxide. Proceedings of the National Academy of Sciences 2012, 109(26):10164-10168.