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Reading Room :: Theses 1995
David Warren Boucher's thesis
by
David Warren Boucher, M.S.E.
University of Texas at Austin, 1995
Supervisor: Kenneth E. Gray
Application of increasingly sophisticated mathematical techniques to the
analysis of field scale flow and transport processes points to the need for
accurate yet expedient methods for quantifying hydraulic properties of the
medium to be simulated. Less time consuming methods for estimating
relative permeability and capillary pressure are important, in part because
of the time and labor involved in field measurement and the cost to obtain
the data. Determination of parameters that affect fluid flow in
unsaturated aquifers is time and labor intensive. This research has
applied a method for rapidly determining multiphase flow characteristics
through petroleum industry-developed technology involving measuring
transient pressure variations, water production, and pore fluid saturation.
A new one-dimensional flow model was developed and error minimization
routine adapted for this flow model. These routines were validated by
comparison to a proven chemical flood simulator. The parameters describing
relative permeability and capillary pressure are then systematically varied
in the one-dimensional two-phase fluid flow model until convergence with
the measured laboratory data is obtained.
The parameter estimation algorithm was used to take saturation profiles
from both synthetic and real data sets and develop a set of parameters that
described the relative permeability and capillary pressure functions. In
the case of synthetic saturation data where the relative permeability and
capillary pressure parameters were known the algorithm was able to
regenerate those parameters accurately. For the laboratory measured
experimental data the algorithm generated a set of saturation profiles from
estimated parameters that nearly identically overlaid the original measured
data set.
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