16 th annual meeting 2002-2003 stanford center for reservoir forecasting stanford center for...
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16th Annual Meeting 2002-2003Stanford Center for Reservoir Forecasting
Stanford Center for Reservoir Forecasting
The state of SCRF…
…is healthy !
Consider
• Record 19 students• Strong funding from more than 20 members• Additional funding through projects• Effort to use SCRF software by individual members• Consider the following statistics from SPE ATCE2002
• ½ of all papers in “Geostatistics” section from SCRF• 5/6 from SCRF related authors• Rami won Ms division student paper contest
SCRF 2002-2003
Meetings organized 2002 – 2003
• Best-of-SCRF Houston, October 2002, ROXAR
• Best-of-SCRF Caracas, Postponed to March 2003, PDVSA
• Annual Meeting, May 8-9, Stanford
• Optimization Workshop, May 12, Stanford • Best-of-SCRF Houston, October 2003, KERR-McGee
Petroleum Geostatistics, now
Geostatistics
MultipleReservoir models
Flexible gridding,Upscaling
andHistory matching
Geophysics3D/4Dseismic Rock physics
data
GeologyOutcropsConcepts
Petro-physicsWell-logs
Flow Simulation,Optimization,
Management &Decision
GeometryTopology
Petroleum Geostatistics, the future
Geostatistics
MultipleReservoir models
Geophysics3D/4Dseismic Rock physics
data
Geology
Outcrops
Concepts
Petro-physics
Well-logs
Gridding/Upscale
Flexible meshEffective bl.
props.
Optimization&
Decision
Dynamic dataHistory matching
GeometryTopology
Broad area of topics
• New algorithms in mp-geostatistics
• Rethinking on the uncertainty question
• Building on History matching under geological control
• Software development
• Reservoir applications
• 4D seismic
3D reservoir models
Extract relevant patternsExtract relevant patterns
Import geo-patterns constrained towell-log and seismic data
Import geo-patterns constrained towell-log and seismic data
Training image Simpat realization
P1
P2
P6
P5
P4
P3
I1I2
I3
P1
P2
P6
P5
P4
P3
I1I2
I3
P1
P2
P6
P5P4
P3
I1I2
I3
Initial guess realization
EclipseHistory match
MaintainingGeological
realism