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History Matching Reservoir Flow Simulations
studioSL offers a unique simulation history matching solution to reservoir engineers and geoscientists with workflows ranging from screening, diagnosis, to assisted history matching. In particular, our HM workflow is specifically designed for well-level matching by modifying grid-based properties at the inter-well level. For million cell models with 100's of wells, this workflow is one of the few practical ways to manipulate grid-based properties. With studioSL's link to geomodeling packages, grid property changes can be made in a geologically consistent manner, if desired.
Prices for the history matching add-on to studioSL, and our other products can be found here.
|Reservoir modeling workflows include:
Define parameters for flow simulation and geomodeling. Parameters can include
Efficient sampling procedures to construct your runs, from a single run to thousands.
Assisted History Matching with Evolutionary Algorithms
studioSL allows reservoir engineers to apply advanced evolutionary algorithm methods for assisted history matching. We have developed special methods to transition seamlessly from sampling, sensitivity analysis, and screening to history matching using probability-based differential evolution, Streamsim's variation of a Estimation of Distribution Algorithm.
- Modify parameters in your geomodeling package (Petrel) and flow simulator (Eclipse, 3DSL) simultaneously in a single optimization
- History match on discrete and continuous parameters
- Multiple history matched models