Blar i NTNU Open på forfatter "Ljungquist, Dag"
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On gray-box modeling for virtual flow metering
Hotvedt, Mathilde; Grimstad, Bjarne Andre; Ljungquist, Dag; Imsland, Lars Struen (Journal article; Peer reviewed, 2021)A virtual flow meter (VFM) enables continuous prediction of flow rates in petroleum production systems. The predicted flow rates may aid the daily control and optimization of a petroleum asset. Gray-box modeling is an ... -
When is gray-box modeling advantageous for virtual flow metering?
Hotvedt, Mathilde; Grimstad, Bjarne André; Ljungquist, Dag; Imsland, Lars Struen (Peer reviewed; Journal article, 2022)Integration of physics and machine learning in virtual flow metering applications is known as gray-box modeling. The combination is believed to enhance multiphase flow rate predictions. However, the superiority of gray-box ...