Estimate Kv/Kh in heterolithic reservoir from near wellbore heterogeneity model
Small scale heterogeneity, big impacts to your business decision
Multi-phase upscaling from core to flow grid
Grain size modeling
Modeling reservoir heterogeneity that matters to reservoir production & reserve estimation
SBED™
What is SBED
SBED is a revolutionary software solution to bridge gaps between core data and reservoir models. Unlike the traditional method which does not consider heterogeneity at the lamina and bedding scales and over-estimate or under-estimating reservoir properties, SBED provides a rigorous workflow solution to model geologic heterogeneities at lamina and bedding scales, then upscale core data to the full-field reservoir scale, leading to more accurate estimation of recoverable reserves and better decisions in production planning.
Click here to view the modules in the full package of SBED™
Why use SBED
1) The only solution to estimate accurate directional permeability at the full-field reservoir model from core and well log data.
2) History matched reservoir models that have predictive power for the future production performance because the permeabilities in the dynamic simulation are geologically upscaled.
3) Enabled by AI automation, easy-to-use, fully integrated with the existing workflows of core interpretation and reservoir modeling.
Testimonial
Workflow
- 1) Build bedding heterogeneity templates based on interpretation of lithofacies from sedimentologists.
- 2) Build near-wellbore heterogeneity models based on core data and the heterogeneity templates.
- 3) Simulate grain size type grids in the near-wellbore models.
- 4) Simulate property grids in the near-wellbore models, conditioned by grain size types
- 5) Flow-based upscaling of properties in near-wellbore models to static reservoir models
- 6) Build deep learning model between SBED derived upscaling results and traditional well logs
- 7) Predict SBED upscaling results in wells without core data using the deep learning model
Key Features
- 1) More than 200 bedding structure templates for both clastic and carbonates reservoirs
- 2) Biogenetic structure modeling
- 3) Fracture modeling at lamina and bedding scales
- 4) Latest flow-based upscaling algorithm
- 5) Two-phase upscaling from lamina to full field
- 6) Near wellbore models for deviated wells
- 7) REV analysis tool
- 8) Integration with full field static and dynamic modeling