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FracaFlow
Fracture Network Modeler



Andi Anriansyah
Géologies Support
anriansyah@opacbarata.co.id



Jakarta, Septembre 2nd 2010




                                                                                       @ Beicip-Franlab
 232, avenue Napoléon Bonaparte
 PB 213 - 92502 Rueil-Malmaison France
 Phone: +33 1 47 08 80 00 Fax: + 33 1 47 08 41 85 - info@beicip.com – www.beicip.com
OUTLINE OVERVIEW


Introduction
FracaFlow Workflow
Fracture Characterization
Fracture Network Modeling
Model Calibration
Upscaling
Summary




                             @ Beicip-Franlab
@ Beicip-Franlab
                Introduction
Problematic & Importance of Fractured Reservoirs
Introduction: importance of fractured reservoirs
                 of carbonate reservoirs are fractured




       of oil is reserved in fractured reservoirs




                                                         @ Beicip-Franlab
Evidence of a Fractured Reservoir

Well test signature show double
porosity / flow barrier

Core permeability different from
well test permeability

Heterogeneous distribution of well
productivity / injectivity

Difficult history match with
conventional models




                                             @ Beicip-Franlab
Early water/gas breakthrough
Evidence of a Fractured Reservoir




                                    @ Beicip-Franlab
Fractured Reservoirs Challenges

Various structural objects: heterogeneity
                               joints – corridors – faults


Various scales:
                            well – cell size – reservoir scale


The properties to model are poorly observed



Objectives
   Characterize fracture organisation
   Locate fractured zone in the reservoir
   Generate a fracture model that can be used in flow simulations




                                                                    @ Beicip-Franlab
Different types of Fractures

       Fractured reservoir in Morocco   Fractured reservoir in Algeria




                                        2m


       Joint sets with homogeneous             Fracture swarms
              fracture density:         (corridors/sub-seismic faults):




                                                                                   @ Beicip-Franlab
       diffuse small-scale fracturing   discrete large-scale fracturing

Date              Presentation Title                                     8 / 000
FracaFlow




Kz

         Ky
                   c
          Kx


     a         b




                                   @ Beicip-Franlab
@ Beicip-Franlab
                            FracaFlow Workflow


Date   Presentation Title                        10 / 000
General Workflow
                                             Conceptual model                                                DFN model
                                                                                                      (Discrete fracture model)

    ?                               Locally connected fractures


                                                                                                                                                           Lo g-Lo g plot


                               Regional diffuse fractures
                                                                                                                                                 Static & dynamic calibration
HOW TO MODEL
 FRACTURED
RESERVOIRS ?

                                                                     1                                        2                               Fracture Up-scaling




                                                                               Transient well tests
                 Core data

                                                                  Outcrops
                                                                                                                                         Equivalent parameters
                                                                                                                                         (Kfx, Kfy, Kfz, a, b, c, φf)
                                                                                                                                                      3
                                                                                   Flowmeter
                                                     Seismic attributes
                Image Logs
                                                     analysis
                                                                                  Mud Losses

                                                                                                                      Full field simulation
                                                                                 Production data
                                                                                Drilling reports,
                                                                                Pressure data,




                                                                                                                                                                                @ Beicip-Franlab
                                                     Geomechanical
               Wireline Logs                                                    Tracer tests, etc
                                                     analysis
                Well data                                   Inter-well data                                                                                                 4
                                                                              Dynamic analysis
                        Static analysis
                                                                                                                           Simulation grid Block
@ Beicip-Franlab
Fracture Reservoir Characterization
Dynamic Data Analysis & Static Data Analysis
Fracture Reservoir Characterization




Dynamic Data Analysis
   Mud Loss Analysis
   Production Data Analysis
   Productivity Index Analysis
   Permeability Analysis
   Flowmeter Analysis




                                             @ Beicip-Franlab
Fracture Reservoir Characterization




Dynamic Data Analysis
   Mud Loss Analysis
   Production Data Analysis
   Productivity Index Analysis
   Permeability Analysis
   Flowmeter Analysis




                                             @ Beicip-Franlab
Fracture Reservoir Characterization




Dynamic Data Analysis
   Mud Loss Analysis
   Production Data Analysis
   Productivity Index Analysis
   Permeability Analysis
   Flowmeter Analysis




                                             @ Beicip-Franlab
Fracture Reservoir Characterization




Dynamic Data Analysis
   Mud Loss Analysis
   Production Data Analysis
   Productivity Index Analysis
   Permeability Analysis
   Flowmeter Analysis




                                             @ Beicip-Franlab
Fracture Reservoir Characterization



Static Data Analysis
    Structural Analysis
    Fault Analysis
    Fracture Analysis
    Fracture density log computation
    Fracture driver computation




                                              @ Beicip-Franlab
Fracture Reservoir Characterization



Static Data Analysis
    Structural Analysis
    Fault Analysis
    Fracture Analysis
    Fracture density log computation
    Fracture driver computation




                                              @ Beicip-Franlab
Fracture Reservoir Characterization



Static Data Analysis
    Structural Analysis
    Fault Analysis
    Fracture Analysis
    Fracture density log computation
    Fracture driver computation




                                              @ Beicip-Franlab
Fracture Reservoir Characterization



Static Data Analysis
    Structural Analysis
    Fault Analysis
    Fracture Analysis
    Fracture density log computation
    Fracture driver computation




                                              @ Beicip-Franlab
Fracture Reservoir Characterization



Static Data Analysis
    Structural Analysis
    Fault Analysis
    Fracture Analysis
    Fracture density log computation
    Fracture driver computation




                                              @ Beicip-Franlab
Fracture Reservoir Characterization



Static Data Analysis
    Structural Analysis
    Fault Analysis
    Fracture Analysis
    Fracture density log computation
    Fracture driver computation




                                              @ Beicip-Franlab
Fracture Network Characterization




                                                Fractures cluster in a Well
                  All Wells Analyses   Example Orientation: N030, dip80°E




Fracture types and density:
 • Diffuse fractures
 • Cluster of fractures




                                                                              @ Beicip-Franlab
                                                      Per Well Analyses
@ Beicip-Franlab
                        Fracture Network Modeling
          Build the fracture network consistant with your conceptual model

Date   Presentation Title                                                    24 / 000
Fracture Network Modeling




Deterministic

Full-Field Discrete Fracture
Network




                                            @ Beicip-Franlab
Fracture Network Modeling

For Each Fracture set:

   Statistical orientation

   Statistical size

   Statistical aperture

   Statistical conductivity

   Statistical Spatial distribution




                                          @ Beicip-Franlab
Fracture Network Modeling

For Each Fracture set:

   Statistical orientation

   Statistical size

   Statistical aperture

   Statistical conductivity

   Statistical Spatial distribution




                                          @ Beicip-Franlab
Fracture Network Modeling

For Each Fracture set:

   Statistical orientation

   Statistical size

   Statistical aperture

   Statistical conductivity

   Statistical Spatial distribution




                                          @ Beicip-Franlab
Fracture Network Modeling

For Each Fracture set:

   Statistical orientation

   Statistical size

   Statistical aperture

   Statistical conductivity

   Statistical Spatial distribution




                                          @ Beicip-Franlab
Fracture Network Modeling

For Each Fracture set:

   Statistical orientation

   Statistical size

   Statistical aperture

   Statistical conductivity

   Statistical Spatial distribution




                                          @ Beicip-Franlab
Fracture Modeling




                    @ Beicip-Franlab
@ Beicip-Franlab
  Model Calibration
Adjust uncertain parameters
Model Calibration




Automated KH Calibration

Automated Dynamic Calibration




                                       @ Beicip-Franlab
Model Calibration



Assisted KH Matching             Flowmeter Simulation




Assisted DFN Simplification      Well Test Simulation




                                                        @ Beicip-Franlab
Model Calibration




                                                                 [psia]
                                                                 [Mscf/D]
                                                  Log-Log plot              History plot




Integration of dynamic data to attempt for calibration of the DFN
 • Well test signature for pressure buildup




                                                                                           @ Beicip-Franlab
 • Flowmeter for the permeability/conductivity of the fractures
@ Beicip-Franlab
                            Upscaling


Date   Presentation Title               36 / 000
Fracture Network equivalent parameters



Analytical

FlowBased




                                            @ Beicip-Franlab
Upscalling at Reservoir Grid Scale (1)




                                       Exemple of fracture equiv.
                                         Permeability in An Area




From DFN to Grid:
 • Upscalling creates a grid of
  fracture attributes:




                                                                    @ Beicip-Franlab
  Permeability, porosity, etc…
  for the Reservoir Simulation
Summary




@ Beicip-Franlab
Summary

Openness to other applications
Accurate and realistic geological model with high level of
confidence
Fracture Data Analysis involving static and dynamic data,
give their characteristic and the relation between them
Fracture modeling give better geometry, characteristic and
fluid behavior fractured reservoir model
Dynamic Calibration adjusting characteristic and fractured
reservoir model




                                                             @ Beicip-Franlab
@ Beicip-Franlab

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Fraca Flow Presentation

  • 1. FracaFlow Fracture Network Modeler Andi Anriansyah Géologies Support anriansyah@opacbarata.co.id Jakarta, Septembre 2nd 2010 @ Beicip-Franlab 232, avenue Napoléon Bonaparte PB 213 - 92502 Rueil-Malmaison France Phone: +33 1 47 08 80 00 Fax: + 33 1 47 08 41 85 - info@beicip.com – www.beicip.com
  • 2. OUTLINE OVERVIEW Introduction FracaFlow Workflow Fracture Characterization Fracture Network Modeling Model Calibration Upscaling Summary @ Beicip-Franlab
  • 3. @ Beicip-Franlab Introduction Problematic & Importance of Fractured Reservoirs
  • 4. Introduction: importance of fractured reservoirs of carbonate reservoirs are fractured of oil is reserved in fractured reservoirs @ Beicip-Franlab
  • 5. Evidence of a Fractured Reservoir Well test signature show double porosity / flow barrier Core permeability different from well test permeability Heterogeneous distribution of well productivity / injectivity Difficult history match with conventional models @ Beicip-Franlab Early water/gas breakthrough
  • 6. Evidence of a Fractured Reservoir @ Beicip-Franlab
  • 7. Fractured Reservoirs Challenges Various structural objects: heterogeneity joints – corridors – faults Various scales: well – cell size – reservoir scale The properties to model are poorly observed Objectives Characterize fracture organisation Locate fractured zone in the reservoir Generate a fracture model that can be used in flow simulations @ Beicip-Franlab
  • 8. Different types of Fractures Fractured reservoir in Morocco Fractured reservoir in Algeria 2m Joint sets with homogeneous Fracture swarms fracture density: (corridors/sub-seismic faults): @ Beicip-Franlab diffuse small-scale fracturing discrete large-scale fracturing Date Presentation Title 8 / 000
  • 9. FracaFlow Kz Ky c Kx a b @ Beicip-Franlab
  • 10. @ Beicip-Franlab FracaFlow Workflow Date Presentation Title 10 / 000
  • 11. General Workflow Conceptual model DFN model (Discrete fracture model) ? Locally connected fractures Lo g-Lo g plot Regional diffuse fractures Static & dynamic calibration HOW TO MODEL FRACTURED RESERVOIRS ? 1 2 Fracture Up-scaling Transient well tests Core data Outcrops Equivalent parameters (Kfx, Kfy, Kfz, a, b, c, φf) 3 Flowmeter Seismic attributes Image Logs analysis Mud Losses Full field simulation Production data Drilling reports, Pressure data, @ Beicip-Franlab Geomechanical Wireline Logs Tracer tests, etc analysis Well data Inter-well data 4 Dynamic analysis Static analysis Simulation grid Block
  • 12. @ Beicip-Franlab Fracture Reservoir Characterization Dynamic Data Analysis & Static Data Analysis
  • 13. Fracture Reservoir Characterization Dynamic Data Analysis Mud Loss Analysis Production Data Analysis Productivity Index Analysis Permeability Analysis Flowmeter Analysis @ Beicip-Franlab
  • 14. Fracture Reservoir Characterization Dynamic Data Analysis Mud Loss Analysis Production Data Analysis Productivity Index Analysis Permeability Analysis Flowmeter Analysis @ Beicip-Franlab
  • 15. Fracture Reservoir Characterization Dynamic Data Analysis Mud Loss Analysis Production Data Analysis Productivity Index Analysis Permeability Analysis Flowmeter Analysis @ Beicip-Franlab
  • 16. Fracture Reservoir Characterization Dynamic Data Analysis Mud Loss Analysis Production Data Analysis Productivity Index Analysis Permeability Analysis Flowmeter Analysis @ Beicip-Franlab
  • 17. Fracture Reservoir Characterization Static Data Analysis Structural Analysis Fault Analysis Fracture Analysis Fracture density log computation Fracture driver computation @ Beicip-Franlab
  • 18. Fracture Reservoir Characterization Static Data Analysis Structural Analysis Fault Analysis Fracture Analysis Fracture density log computation Fracture driver computation @ Beicip-Franlab
  • 19. Fracture Reservoir Characterization Static Data Analysis Structural Analysis Fault Analysis Fracture Analysis Fracture density log computation Fracture driver computation @ Beicip-Franlab
  • 20. Fracture Reservoir Characterization Static Data Analysis Structural Analysis Fault Analysis Fracture Analysis Fracture density log computation Fracture driver computation @ Beicip-Franlab
  • 21. Fracture Reservoir Characterization Static Data Analysis Structural Analysis Fault Analysis Fracture Analysis Fracture density log computation Fracture driver computation @ Beicip-Franlab
  • 22. Fracture Reservoir Characterization Static Data Analysis Structural Analysis Fault Analysis Fracture Analysis Fracture density log computation Fracture driver computation @ Beicip-Franlab
  • 23. Fracture Network Characterization Fractures cluster in a Well All Wells Analyses Example Orientation: N030, dip80°E Fracture types and density: • Diffuse fractures • Cluster of fractures @ Beicip-Franlab Per Well Analyses
  • 24. @ Beicip-Franlab Fracture Network Modeling Build the fracture network consistant with your conceptual model Date Presentation Title 24 / 000
  • 25. Fracture Network Modeling Deterministic Full-Field Discrete Fracture Network @ Beicip-Franlab
  • 26. Fracture Network Modeling For Each Fracture set: Statistical orientation Statistical size Statistical aperture Statistical conductivity Statistical Spatial distribution @ Beicip-Franlab
  • 27. Fracture Network Modeling For Each Fracture set: Statistical orientation Statistical size Statistical aperture Statistical conductivity Statistical Spatial distribution @ Beicip-Franlab
  • 28. Fracture Network Modeling For Each Fracture set: Statistical orientation Statistical size Statistical aperture Statistical conductivity Statistical Spatial distribution @ Beicip-Franlab
  • 29. Fracture Network Modeling For Each Fracture set: Statistical orientation Statistical size Statistical aperture Statistical conductivity Statistical Spatial distribution @ Beicip-Franlab
  • 30. Fracture Network Modeling For Each Fracture set: Statistical orientation Statistical size Statistical aperture Statistical conductivity Statistical Spatial distribution @ Beicip-Franlab
  • 31. Fracture Modeling @ Beicip-Franlab
  • 32. @ Beicip-Franlab Model Calibration Adjust uncertain parameters
  • 33. Model Calibration Automated KH Calibration Automated Dynamic Calibration @ Beicip-Franlab
  • 34. Model Calibration Assisted KH Matching Flowmeter Simulation Assisted DFN Simplification Well Test Simulation @ Beicip-Franlab
  • 35. Model Calibration [psia] [Mscf/D] Log-Log plot History plot Integration of dynamic data to attempt for calibration of the DFN • Well test signature for pressure buildup @ Beicip-Franlab • Flowmeter for the permeability/conductivity of the fractures
  • 36. @ Beicip-Franlab Upscaling Date Presentation Title 36 / 000
  • 37. Fracture Network equivalent parameters Analytical FlowBased @ Beicip-Franlab
  • 38. Upscalling at Reservoir Grid Scale (1) Exemple of fracture equiv. Permeability in An Area From DFN to Grid: • Upscalling creates a grid of fracture attributes: @ Beicip-Franlab Permeability, porosity, etc… for the Reservoir Simulation
  • 40. Summary Openness to other applications Accurate and realistic geological model with high level of confidence Fracture Data Analysis involving static and dynamic data, give their characteristic and the relation between them Fracture modeling give better geometry, characteristic and fluid behavior fractured reservoir model Dynamic Calibration adjusting characteristic and fractured reservoir model @ Beicip-Franlab