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The AAPG/Datapages Combined Publications Database
West Texas Geological Society
Abstract
Abstract: Reservoir Modeling - Methodology and Case Studies
Innovative technology together with advanced methodologies are increasing the precision of reservoir modeling used in the development of mature and newly discovered oil and gas fields. GeoSpectrum has conducted several reservoir characterization projects for major oil companies in the last four years, applying sophisticated procedures to describe reservoir architecture. Projects begin with raw subsurface geological
data
,
3-D
seismic
data
volumes, and engineering/well log analysis
data
bases. The results of rigorous petrophysical analyses are statistically compared to seismicly derived attributes within the reservoir interval. Significant relationships between reservoir properties and
seismic
attributes provide the basis for seismicly guided reservoir property maps.
A geologic model is developed and used to recommend a development program. The same model provides
data
to populate a reservoir simulator for prediction of reserves, economic forecasting, and well pattern design in primary, secondary and tertiary operations. New
data
(modern log suites, core, etc.) gathered during field development are added to the model to optimize continuing development operations.
The geologic model is built from core description, normalized well log curves, petrophysical analyses, and supporting geophysical
data
. Contributions from geophysics include: interpreted
seismic
data
,
seismic
wavelet response to the reservoir rock, and seismicly guided reservoir property maps. Engineering
data
provides fluid characteristics, rock properties, production history, and derived properties for reservoir simulation.
The microscopic scale...
Core description gives us
data
on the microscopic scale and assists the team in depth shifting logs to match the core properties. Qualitative logs can be developed to display lithology, rock textures, and pore types (connected vs. unconnected). Thin sections, core analysis
data
, X-ray diffraction, and SEM analysis can provide additional
data
to develop transforms between porosity and permeability and to understand the ability of the reservoir to produce economically.
The macroscopic scale...
Log curves provide
data
on a macroscopic scale and assist the project team in understanding the reservoir rock as measured near the wellbore. Well log measurements collected by different well service companies, under different wellbore conditions, and with different vintages of tools need to be normalized. Normalization can be accomplished using a number of methods, including: a type well approach, using modern log tools, and by applying log curve corrections. Cross plots are often used to invoke the power of statistics to benefit the normalization procedure.
After normalization, petrophysical analysis includes tying the core to the log curves for agreement in depth. If necessary, Vshale corrections can be made to correct logs for the influence of shale. Effective porosity, water saturation, and permeability determinations can be calculated. Again, cross plots play an important role in determining relationships and developing transforms where linear relationships exist. Complex relationships may require more eloquent methods of developing a transform, such as, the use of neural networks.
The megascopic scale...
Geophysics gives us
data
on an inter-well or megascopic scale. Important steps in the utilization of geophysical
data
include: the proper acquisition and
processing
of
3-D
seismic
data
, interpretation, phase analysis (for rotation to zero phase), and the generation of
seismic
attributes. Geostatistics are then used to determine relationships, if they exist, between the
seismic
attributes and the petrophysically derived reservoir properties. Statistically significant relationships can be used to generate seismicly guided maps of reservoir properties, such as, porosity and water saturation.
Finally, the results of the geological, petrophysical, and geophysical studies are used to develop a
3-D
geologic model with discretely defined flow units or layers. Interpolation of the reservoir properties in three dimensions are output as a grid for use in reservoir simulation.
In conclusion, GeoSpectrum’s presentation displays the results of integrated reservoir projects utilizing the above methodology and leading-edge software technology.
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