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Updated: Feb 17, 2026

Visualization of Flow Field Around a Vibrating Pipeline Within an Equilibrium Scour Hole
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Visualization of Flow Field Around a Vibrating Pipeline Within an Equilibrium Scour Hole

Published on: August 26, 2019

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在泡凝聚-破裂驱动的流量下,在无管道中切片运输的多层次模拟和机器学习优化

Hengfu Xiang1, Guilin Zhang1, Sen Zhang1

  • 1College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China.

ACS omega
|February 16, 2026
PubMed
概括

通过了解泡动态,可以改善深水无钻井中低效的切片运输. 一个整合实验,模拟和机器学习的新框架提高了切片运输预测和效率.

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Carbonation is a process used to dissolve carbon dioxide gas in a liquid, commonly used in the production of carbonated beverages. Achieving efficient carbonation requires careful control of temperature, pressure, and flow conditions. By adjusting these parameters, carbonation efficiency can be maximized, producing a higher concentration of CO2 in the liquid.
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Laminar flow occurs when a fluid moves smoothly in parallel layers with minimal mixing and turbulence. In fluid mechanics, ensuring laminar flow within a pipe is essential for precise control of flow characteristics, especially in engineering applications. The key factor in determining whether flow remains laminar is the Reynolds number, a dimensionless quantity that depends on the fluid's velocity, density, viscosity, and the pipe's diameter. A Reynolds number of 2100 or lower...
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