Ultrasonic Doppler technique for application to multiphase flows: A review

C Tan, Y Murai, W Liu, Y Tasaka, F Dong… - International Journal of …, 2021 - Elsevier
Instantaneous velocity of multiphase flow is an important parameter in scientific and
industrial applications such as fluid mechanics modeling and flow measurement and …

Conductance sensors for multiphase flow measurement: A review

X Shi, C Tan, F Dong, EN dos Santos… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Multiphase flow is a commonly seen transient and complex dynamic system in many
industrial processes. The phase fraction and velocity are two of the most important …

Flow regimes identification-based multidomain features for gas–liquid two-phase flow in horizontal pipe

F Dong, S Zhang, X Shi, H Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Accurate flow regimes identification is of great significance for the deep understanding of the
flow structure and ensuring the safe and economic operation of actual production in the …

Identification of gas-liquid two-phase flow regime in pipelines with low liquid holdup based on ResNet1D-34

Q Zheng, Y Xu, P Zhang, J Bian, F Wang - Flow Measurement and …, 2022 - Elsevier
Flow pattern identification is an important topic in multiphase flow research. To overcome the
subjectivity of manual identification, intelligent identification of flow patterns has attracted …

Black-box real-time identification of sub-regime of gas-liquid flow using Ultrasound Doppler Velocimetry with deep learning

N Mao, AN Azman, G Ding, Y Jin, C Kang, HB Kim - Energy, 2022 - Elsevier
Gas-liquid flow has a strong relationship with energy transfer, production, and transportation.
A black-box method based on velocity information and deep learning was proposed to …

Application of artificial neural network to multiphase flow metering: A review

S Bahrami, S Alamdari, M Farajmashaei… - Flow Measurement and …, 2024 - Elsevier
Multiphase flow has many applications, such as oil and gas industries. Flow meter devices
must be calibrated with field or laboratory data. One of the best methods to calibrate the …

A consecutive‐competitive reaction system for assessing homogeneous and heterogeneous liquid–liquid mixing efficiency

YD Zhang, ZX Wang, LL Zhang, BC Sun… - AIChE …, 2022 - Wiley Online Library
Here, the consecutive‐competitive reaction system about aspirin and sodium hydroxide was
proposed as a unified chemical probe to characterize the homogenous and heterogeneous …

A novel image processing technique for detection of pseudo occluded bubbles and identification of flow regimes in a bubble column reactor

PK Saha, R Pal, S Sarkar, A Mukhopadhyay - Measurement, 2022 - Elsevier
Pseudo bubble occlusion is a challenging situation for an image analysis tool as it involves
a 2D projection of a 3D object. In this work, a robust algorithm has been developed to detect …

Joint mining of fluid knowledge and multi-sensor data for gas–water two-phase flow status monitoring and evolution analysis

W Wu, C Tan, S Zhang, F Dong - Advanced Engineering Informatics, 2024 - Elsevier
Gas-water two-phase flow process widely exists in petroleum, chemical and other industrial
processes, which is intricate, manifested by dynamic evolution of fluid structures and real …

Gas–liquid intermittent flow rates measurement based on two-phase mass flow multiplier and neural network

S Li, F Zhao, B Bai - Measurement Science and Technology, 2021 - iopscience.iop.org
Online flow rates measurement is encountered in many areas, and efforts are being
committed to improving the accuracy of measurement, especially in intermittent flow. This …