16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for...

6
16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for Reservoir Forecasting

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Page 1: 16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for Reservoir Forecasting.

16th Annual Meeting 2002-2003Stanford Center for Reservoir Forecasting

Stanford Center for Reservoir Forecasting

Page 2: 16 th Annual Meeting 2002-2003 Stanford 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

Page 3: 16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for Reservoir Forecasting.

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

Page 4: 16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for Reservoir Forecasting.

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

Page 5: 16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for Reservoir Forecasting.

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

Page 6: 16 th Annual Meeting 2002-2003 Stanford Center for Reservoir Forecasting Stanford Center for Reservoir Forecasting.

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


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