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This course is designed to cover techniques to incorporate production data into high-resolution reservoir models using conventional and fast flow simulation techniques such as streamline models. Both assisted history matching and automatic history matching techniques will be covered and pros and cons of the methods will be discussed. The production data can be in the form of pressure transient test, tracer test, multiphase production history or interpreted 4-D seismic information. Field examples will be presented to illustrate the current state of the art and limitations. PC-based computer programs will be used to provide hands-on experience with the various techniques.
History Matching - Overview and State of the Art
History Matching - Workflows
Review of Reservoir Simulation Equations
Reservoir Simulation: Background and ExercisesDay 2
Streamline Simulation: Overview
Streamlines: Mathematical Background
Streamline-based History Matching
Streamline: ExercisesDay 3
History Matching: Mathematical Background
History Matching: Practical Considerations
Assisted History Matching with Streamlines
History Matching: ExercisesDay 4
Multiscale History Matching with Grid Coarsening
Experimental Design and Surrogate Models
Exercise: Experimental Design
Case Study: History Matching and Well Placement Optimization
Case Study: Static Model Building for History MatchingDay 5
Upscaling for History Matching
History Matching: New Developments
Discussion and Wrap-up
The course is designed for practicing geoscientists and engineers, especially those involved in reservoir simulation. No formal training is required other than knowledge of basic mathematics.
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