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Compositionnal Reservoir Simulator including a Neural Network
Objectives
SimuloNN is a plug-in for compositionnal reservoir simulators aiming to replace
the flash calculations. This plug-in will be built before being linked to the simulator
using the technology of neural network. It will allow capturing complex thermodynamic
equilibrium through stand-alone thermodynamic packages.
Back-ground
Terra 3E has developped proxies to reproduce the results of a reservoir simulator
using similar technology1.
Program
The first year of the JIP SimuloNN will be devoted to validated the methodology
using the open source reservoir simulator eWoms2 with the PVT data of
the SPE 5 Comparative project3.
Delivery
Results with and without SimuloNN allowing to compare the efficiency of the approach.
Start date
The JIP is planned to start in January 2014.
Useful links
For further information, documentation or to find out how to participate in this
project, please click here to contact us .
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