Slugging flow is a condition caused by a liquid obstruction at the riser base. It exhibits cyclic
behaviour. The cycle consists of a protracted time of no gas production at the riser's top …

The problem of predicting the regime of a two-phase flow is considered. An approach is
proposed that classifies the flow regime using Deep Neural Networks (DNNs) operating on …

The problem of gas-liquid (two-phase) flow regime identification in an S-shaped riser using
an ultrasonic sensor and convolutional recurrent neural networks (CRNN) is addressed …

Multiphase flow is a prevalent topic in many disciplines, and flow regime identification is an
essential foundation in multiphase flow research. Computer vision and deep learning have …

Properties of emulsions such as stability, viscosity or color can be influenced by the droplet
size distribution. High-pressure homogenization (HPH) is the method of choice for …

This paper addresses the issues of slug detection and characterization in air-water two-
phase flow in a vertical pipeline. A novel non-invasive measurement technique using …

Slugging flow poses significant challenges to the offshore multiphase flowline and riser
systems. Slug flow is characterized by an uneven flow regime whereby pipeline pressures …

Multiphase flow monitoring of the oil and gas production process is of great significance to
the safety of oil and gas exploitation and production. Electrical capacitance tomography …

A design proposal was put forward to enhance the precision of air flow control in the
chemical laboratory, national biosynthesis laboratory, clean room, and other areas. This …

abstract The problem of gas-liquid (two-phase) flow regime identification in an S-shaped
riser using an ultrasonic sensor and convolutional recurrent neural networks (CRNN) is …