This article reviews the integration of machine learning (ML) techniques with sensor-based
technologies for multiphase flow measurement in industrial applications. Accurate …

Accurately estimating the flow rate of gas–liquid two-phase flow is crucial for reducing costs,
improving efficiency, and optimizing management in multiphase industries. However, due to …

Flow velocity calculation is one of main tasks in the solid-liquid two-phase parameter
detection in dredging engineering. The existing calculation methods for flow velocity mainly …

Accurate flowrate estimation in gas-water two-phase flow is pervasive and important in the
energy industry for monitoring and optimizing the production process. How to accurately …

The slug flow pattern is one of the most common gas–liquid flow patterns in multiphase
transportation pipelines, particularly in the oil and gas industry. This flow pattern can cause …

Identification of gas bubble, void detection and porosity estimation are important factors in
many liquid metal processes. In steel casting, the importance of flow condition and phase …

Accurate estimation of flow rate in gas–liquid two-phase flow is crucial for various industrial
processes. How to accurately estimate flow rate remains a challenging problem. Previously …

Stand-alone screens (SASs) are active sand control methods where compatible screens and
slot sizes are selected through the sand retention test (SRT) to filter an unacceptable amount …

Transmission mounted electric drive type hybrid electric vehicles (HEVs) engage/disengage
an engine clutch when EV↔ HEV mode transitions occur. If this engine clutch is not …

Modeling and simulating the sudden depressurization of liquids inside nozzles is a
significant challenge because of the plethora of the associated complex phenomena. This …