Corrosion Control in CO2 Enhanced Oil Recovery From a Perspective of Multiphase Fluids

ZM Wang, GL Song, J Zhang - Frontiers in Materials, 2019 - frontiersin.org
Carbon capture and storage (CCS) combined with CO2-enhanced oil recovery (EOR), has
been recently viewed as an economical and effective method for the reduction of carbon …

BubGAN: Bubble generative adversarial networks for synthesizing realistic bubbly flow images

Y Fu, Y Liu - Chemical Engineering Science, 2019 - Elsevier
Bubble segmentation and size detection algorithms have been developed in recent years for
their high efficiency and accuracy in measuring bubbly two-phase flows. In this work, we …

Review of Oil–Water Flow Characteristics of Emptying by Water Displacing Oil in Mobile Pipelines

Y Chen, G Li, J Duan, H Liu, S Xu, Y Guo, W Hua… - Energies, 2023 - mdpi.com
Water displacing oil is one of the main emptying methods for mobile pipelines. It has the
advantages of being a simple process and highly safe. At present, the determination of a …

Development and application of the latest generation against the network of GAN

陈亮, 吴攀, 刘韵婷, 刘晓阳, 杨佳明… - Journal of Electronic …, 2023 - jemi.cnjournals.com
近年来, 生成式对抗网络 (generative adversarial nets, GAN) 迅速发展, 已经成为当前机器学习
领域的主要研究方向之一. GAN 来源于零和博弈的思想, 其生成器和鉴别器对抗学习 …

Measurement of oil fraction in oil-water dispersed flow with swept-frequency ultrasound attenuation method

H Yu, C Tan, F Dong - International Journal of Multiphase Flow, 2020 - Elsevier
It is very meaningful to measure the oil fraction of oil-water dispersed flow in pipelines.
Traditional single-frequency ultrasonic methods measure the oil fraction by treating the …

Three-phase Eulerian computational fluid dynamics of air–water–oil separator under off-shore operation

TT Le, SI Ngo, YI Lim, CK Park, BD Lee, BG Kim… - Journal of Petroleum …, 2018 - Elsevier
A three-phase transient Eulerian computational fluid dynamics (CFD) model was developed
to investigate the effect of three angular motions (rolling, yawing, and pitching) on the …

Investigation on the variation regularity of the characteristic droplet diameters in the swirling flow field

S Liu, J Zhang, L Hou, J Xu - Chemical Engineering Science, 2021 - Elsevier
To investigate the variation regularity of the characteristic droplet diameters in the swirling
flow field, experimental research and numerical simulations were conducted. In the …

[PDF][PDF] 生成对抗网络GAN 的发展与最新应用

陈亮, 吴攀, 刘韵婷, 刘晓阳, 杨佳明… - 电子测量与仪器 …, 2023 - jemi.cnjournals.com
近年来, 生成式对抗网络(generative adversarial nets, GAN) 迅速发展, 已经成为当前机器学习
领域的主要研究方向之一. GAN 来源于零和博弈的思想, 其生成器和鉴别器对抗学习 …

Numerical simulation of liquid–solid two-phase flow and erosion of Y-type slurry valve with different openings

G Zhang, J Xin, D Chen, Z Lin - Proceedings of the Institution …, 2023 - journals.sagepub.com
Most conveyed industrial slurries contain hard particles, and the Y-type slurry valve is
eroded after the long-term operation, causing economic losses. In this study, the liquid–solid …

Droplet size distributions and batch separation of oil-in-water dispersions created by the two-phase flow through perforated plates

E Charlafti, J Steinhoff, L Hohl, Z Huang… - … Research and Design, 2021 - Elsevier
The design of liquid/liquid gravity separators requires extensive research and optimization.
In this context, the current contribution provides experimental insights into the droplet size …