Microseismic Monitoring and Geomechanical Modelling of CO2 - bris
Microseismic Monitoring and Geomechanical Modelling of CO2 - bris
Microseismic Monitoring and Geomechanical Modelling of CO2 - bris
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CHAPTER 3.<br />
INVERTING SHEAR-WAVE SPLITTING MEASUREMENTS FOR FRACTURE PROPERTIES<br />
Parameter Brine CO 2<br />
Frequency (ω) 100Hz 100Hz<br />
Fluid viscosity (η) 1×10 −3 Pa.s 1×10 −4 Pa.s<br />
Fracture aperture (c) 5×10 −4 m 5×10 −4 m<br />
Fracture aspect ratio (a) 0.0005 0.0005<br />
Porosity (ϕ) 0.2 0.2<br />
Fluid bulk modulus (K fl ) 3GPa 0.1GPa<br />
Permeability (κ) 50mD 50mD<br />
Rock shear modulus (µ r ) 12GPa 12GPa<br />
P i 500 16.7<br />
P ep 1.6×10 −6 5×10 −6<br />
Table 3.2: Generic values <strong>of</strong> P ep for brine <strong>and</strong> CO 2 filled fractures, <strong>and</strong> the parameters used to<br />
calculate them<br />
where a ijkl is the elastic tensor normalised by ρ, n i is the wave normal, p i v n , <strong>and</strong> v n is the n-th<br />
phase velocity. I use the Christ<strong>of</strong>fel equation to compute ψ <strong>and</strong> δV S for each S-wave arrival azimuth<br />
(θ) <strong>and</strong> inclination (ϕ) that is present in the observed dataset. The modelled ψ <strong>and</strong> δV S values are<br />
compared with the observed values, <strong>and</strong> the RMS misfit computed. Note that in all cases, ψ refers<br />
to the fast wave polarisation in ray-frame coordinates, there is no rotation into geographical or other<br />
coordinate systems as is <strong>of</strong>ten done when interpreting SWS. Also, I assume that in all cases splitting<br />
does occur, <strong>and</strong> that there are no null results caused by coincidence <strong>of</strong> a symmetry axis with the initial<br />
S-wave polarisation (e.g., Wüstefeld <strong>and</strong> Bokelmann, 2007). This is because I have not systematically<br />
identified null results in the data from Weyburn. Furthermore, the inclusion <strong>of</strong> null result information<br />
would require extra parameters, in the form <strong>of</strong> initial S-wave polarisations, to be included in the<br />
inversion algorithm.<br />
I compute the misfit between ψ <strong>and</strong> between δV S separately, <strong>and</strong> normalise both by their minimum<br />
values, before summing them to give the overall misfit. Conceptually, there is no reason why this sum<br />
could not be weighted such that fitting either δV S or ψ was given priority in the inversion (for instance,<br />
if one was more accurately known than the other), however, I have no reason to treat them differently<br />
here. The outcome <strong>of</strong> this process is that a misfit surface is defined throughout the 4-parameter<br />
space. This surface describes how well constrained a result is. Where many different models provide<br />
a reasonable fit to the data, the misfit minima will be broad <strong>and</strong> shallow. Where there is a well<br />
constrained best-fit model, the misfit surface will show a clearly defined minimum. I conduct an<br />
F-test (see, for e.g., Silver <strong>and</strong> Chan, 1991, in appendix) to numerically delineate this constraint.<br />
The workflow for this process is outlined in Figure 3.4. I anticipate that with sufficient data (i.e., a<br />
sufficient range <strong>of</strong> S-wave arrival angles), models will be well constrained. When arrival ranges are<br />
limited, results may be poorly constrained, with multiple models able to fit the data.<br />
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