Emulation of reservoir production forecast considering variation in petrophysical properties
Journal of Petroleum Science and Engineering(2018)
摘要
Implementation of proxy models, such as emulators might reduce the computational time required in a variety of reservoir simulation studies. By definition, an emulator uses reservoir properties as input parameters in a statistical model constructed from simulator outputs. However, incorporation of petrophysical properties distributions in all model grid-blocks implies too many input parameters for direct emulation. Currently, most employments of emulation only consider single-value parameterization of reservoir properties.
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关键词
Risk,Petrophysical uncertainty,Proxy model,Reservoir,Simulation
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