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Keywords: liquid viscosity
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Proceedings Papers
Publisher: ISAVFT
Paper presented at the ISAVFT 20th International Conference on Multiphase Production Technology, June 26–28, 2023
Paper Number: ISAVFT-2023-449
... in horizontal, inclined, and vertical pipes. A large database of two-phase flow patterns was collected from open literature that covers a wide range of inclination angles and liquid viscosity (2-to-2000 mPa.s). Several ML models are evaluated in this study, namely logistic regression, random forests, support...
Proceedings Papers
Publisher: ISAVFT
Paper presented at the ISAVFT 20th International Conference on Multiphase Production Technology, June 26–28, 2023
Paper Number: ISAVFT-2023-115
..., liquid viscosity range of 1 – 600 mPa-s, and inclination range of 0 – 90°. Originally, the amount of low-viscosity oil data was small in the collected data from the literature. Therefore, additional slug frequency measurements in horizontal flow using low-viscosity oil were obtained. The measured data...
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