核动力工程2024,Vol.45Issue(4) :38-44.DOI:10.13832/j.jnpe.2024.04.0038

基于Monte Carlo方法的两相流动参数探测不确定性研究

Study on Uncertainty of Two-Phase Flow Parameter Detection Based on Monte Carlo Method

刘丽 朱隆祥 张卢腾 马在勇 孙皖 潘良明 邓坚
核动力工程2024,Vol.45Issue(4) :38-44.DOI:10.13832/j.jnpe.2024.04.0038

基于Monte Carlo方法的两相流动参数探测不确定性研究

Study on Uncertainty of Two-Phase Flow Parameter Detection Based on Monte Carlo Method

刘丽 1朱隆祥 2张卢腾 1马在勇 1孙皖 1潘良明 1邓坚3
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作者信息

  • 1. 重庆大学低品位能源利用技术及系统教育部重点实验室,重庆,400044;重庆大学动力工程及工程热物理博士后科研流动站,重庆,400044
  • 2. 重庆大学低品位能源利用技术及系统教育部重点实验室,重庆,400044;重庆大学动力工程及工程热物理博士后科研流动站,重庆,400044;重庆大学核工程与核技术系,重庆,400044
  • 3. 中国核动力研究设计院,成都,610213
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摘要

气泡速度和气泡数目是计算界面面积浓度等相态特性的关键参数,因此对电导探针测得的气泡速度和数目进行不确定性研究是很有必要的.采用Monte Carlo方法生成大量随机气泡运动样本,得到探针捕获直径1~6 mm气泡的统计规律.通过引入相对速度波动分量H研究了气泡横向速度对有效气泡数目和气泡速度的影响.结果表明,气泡横向速度的存在可缓解由于探针横向间距而无法测量较小气泡的情况;但有效气泡数目随着气泡横向速度的增大显著降低,逃逸气泡数目增加.同时,H=0时,速度误差仅来源于探针横向间距,且速度误差随着气泡直径的增加而减小;H≠0时,对于直径大于3 mm的气泡,气泡向左或向右的横向运动反而使得探针从远离中轴线处穿过气泡,导致气泡实际移动距离增大,速度误差也增大.本文研究可为确定及修正界面面积浓度等两相流动参数不确定度提供参考.

Abstract

Bubble velocity and bubble number are key parameters for calculating the phase characteristics such as interfacial area concentration,so it is necessary to study the uncertainty of bubble velocity and number measured by the conductivity probe.The Monte Carlo method is adopted to generate a large number of random bubble motion samples,and the statistical law of 1~6 mm bubbles captured by the probe is obtained.By introducing the relative velocity fluctuation component H,the influence of bubble transverse velocity on the effective bubble number and bubble velocity is studied.The results show that the presence of bubble transverse velocity alleviates the inability to measure smaller bubbles due to the probe transverse spacing.However,the number of effective bubbles significantly decreases and the number of escaping bubbles increases with the increase of bubble transverse velocity.Meanwhile,the velocity error only comes from the probe transverse spacing when H=0,and the velocity error decreases with the increase of the bubble diameter.When H≠0,for bubbles with a diameter greater than 3 mm,the transverse movement of the bubbles to the left or right makes the probe pass through the bubbles far from the central axis,which leads to the increase of the actual moving distance of the bubbles and the increase of the velocity error.This study can provide a reference for determining and correcting the uncertainty of two-phase flow parameters such as interfacial area concentration.

关键词

Monte/Carlo方法/气泡横向速度/有效气泡数目/撞击角

Key words

Monte Carlo method/Bubble transverse velocity/Effective bubble number/Hitting angle

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基金项目

国家自然科学基金(U2067210)

国家自然科学基金(12205031)

低品位能源利用技术及系统教育部重点实验室基金(LLEUTS-2024002)

出版年

2024
核动力工程
中国核动力研究设计院

核动力工程

CSTPCD北大核心
影响因子:0.3
ISSN:0258-0926
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