Multiphase flow Measurement is pivotal in myriad industrial applications, including but not
limited to oil and gas production, chemical engineering, and environmental monitoring …

Multiphase flow is a critical component in contemporary industrial operations, yet the
accurate quantification of multiphase parameters presents a substantial obstacle. This study …

In this paper, we investigate the prediction of multiphase flowrate based on multi-modal time
series sensing data by using machine learning. The time series differential pressure data …

Accurate multiphase flow measurement is crucial in the energy industry. Over the past
decades, separation of the multiphase flow into single-phase flows has been a standard …

Accurate multiphase flow measurement is vital in monitoring and optimizing various
production processes. Deep learning has as of late arose as a promising approach for …

Multiphase flowmeters (MPFMs) measure the flow rates of oil, gas, and brine in a pipeline.
MPFMs provide remote access to real-time well production data that are essential for …

Measurement of oil and gas two-phase flow with variable flow regimes relies to a large
extent on flow patterns and their transitions. Using multiphase flowmeters in flows with high …

In this paper, three prevailing machine learning methods, ie Deep Neural Network (DNN),
Support Vector Machine (SVM) and Gradient Boosting Decision Tree (GBDT) models were …

in oil and gas industries. Accurately identifying flow types and estimating flow velocities of
the individual phases are crucial for different purposes, such as observing the process status …

Virtual flow meters (VFM) are emerging as an attractive and cost-effective alternative to
traditional multiphase flow meters to meet monitoring demands, reduce operational costs …