TY - JOUR
T1 - Uncertainty quantification for the impact of injection rate fluctuation on the geomechanical response of geological carbon sequestration
AU - Bao, Jie
AU - Chu, Yanjun
AU - Xu, Zhijie
AU - Tartakovsky, Alexandre M.
AU - Fang, Yilin
N1 - Funding Information:
This research has been accomplished and funded through Pacific Northwest National Laboratory's Carbon Sequestration Initiative , which is part of the Laboratory Directed Research and Development program. PNNL is operated by Battelle for the U.S. Department of Energy under Contract DE-AC05-76RL01830 . A. Tartakovsky was supported by the ASCR Office of the U.S. Department of Energy.
PY - 2014/1
Y1 - 2014/1
N2 - We study the effect of random injection rate fluctuations on pressure and geomechanical stresses during geological sequestration of carbon dioxide (CO2). We first derive analytical solutions for the mean and variance of the pressure of CO2 in the reservoir. Next, we use the Monte Carlo simulation (MCS) method to obtain the mean and variance of geomechanical deformation stresses and the maximum sustainable injection pressure based on shear-slip failure analysis. The MCS method is validated using the analytical solutions for mean and variance of the pressure. We demonstrate that for any Gaussian distribution of injection rate Q with given mean Q- and standard deviation eQ, the coefficients of variation of the CO2 pressure (εp=εp/p-), deformation (εu=εu/u-), and stresses (εσ=εσ/σ-) increase linearly with the coefficient of variation of the injection rate (εQ=εQ/Q-). We calculate coefficients of variation and show that the fluctuations have the most pronounced effect on the geomechanical stresses and, therefore, on the potential fracturing of the aquifer and caprock layers. We demonstrate that the maximum sustainable injection pressure can be determined based on shear-slip analysis with a given expected risk due to the injection rate fluctuations. We show that the injection rate fluctuations decrease the maximum sustainable injection pressure.
AB - We study the effect of random injection rate fluctuations on pressure and geomechanical stresses during geological sequestration of carbon dioxide (CO2). We first derive analytical solutions for the mean and variance of the pressure of CO2 in the reservoir. Next, we use the Monte Carlo simulation (MCS) method to obtain the mean and variance of geomechanical deformation stresses and the maximum sustainable injection pressure based on shear-slip failure analysis. The MCS method is validated using the analytical solutions for mean and variance of the pressure. We demonstrate that for any Gaussian distribution of injection rate Q with given mean Q- and standard deviation eQ, the coefficients of variation of the CO2 pressure (εp=εp/p-), deformation (εu=εu/u-), and stresses (εσ=εσ/σ-) increase linearly with the coefficient of variation of the injection rate (εQ=εQ/Q-). We calculate coefficients of variation and show that the fluctuations have the most pronounced effect on the geomechanical stresses and, therefore, on the potential fracturing of the aquifer and caprock layers. We demonstrate that the maximum sustainable injection pressure can be determined based on shear-slip analysis with a given expected risk due to the injection rate fluctuations. We show that the injection rate fluctuations decrease the maximum sustainable injection pressure.
KW - Injection rate fluctuation
KW - Maximum sustainable injection pressure
KW - Uncertainty quantification
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U2 - 10.1016/j.ijggc.2013.10.023
DO - 10.1016/j.ijggc.2013.10.023
M3 - Article
AN - SCOPUS:84888804042
SN - 1750-5836
VL - 20
SP - 160
EP - 167
JO - International Journal of Greenhouse Gas Control
JF - International Journal of Greenhouse Gas Control
ER -