Study on Deposition Motion of Naturally Circulating Particulate Matter in Supercritical Water Based on Factor and Correspondence Analysis

Qi Tian, T. Zhou, Ning Chen, J. Chen
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Abstract

It is very important to study the deposition of particles in natural circulation of supercritical water to ensure the safe and stable operation of supercritical water reactor. The data of natural circulation loop calculated by ANSYS-CFX simulation software were analyzed by factorial analysis method, and the effects of axial distance, initial particle volume fraction, heating power and particle size on particle deposition were obtained. The results show that the contribution rate of particle size to the deposition rate is the largest, about 36.3%, and the contribution rate of initial particle concentration to the deposition rate is about 15.1%; the interaction between axial distance and heating power is the most obvious, and the interaction effect is the pipe temperature distribution. Through correspondence analysis, the main influencing factors of particle deposition rate at each level were analyzed. The results show that: when the deposition rate is small, the small change of axial distance will also have a greater impact on the deposition of particles; when the deposition rate is further increased, the change of initial particle volume fraction will significantly affect the deposition of particles; when the deposition rate is large, the particle size plays a leading role in the deposition of particles. Both of the two analysis methods show that: in the influence on the deposition of particles in supercritical water natural circulation, the influence degree is particle size > concentration > axial distance > heating power. Based on the two analysis methods, an analysis regression model is established and the volume proportion of particles in natural circulation is predicted.
基于因子与对应分析的超临界水中自然循环颗粒物沉积运动研究
研究超临界水自然循环中粒子的沉积对保证超临界水反应堆的安全稳定运行具有重要意义。采用析因分析法对ANSYS-CFX仿真软件计算的自然循环回路数据进行分析,得到轴向距离、初始颗粒体积分数、加热功率和粒径对颗粒沉积的影响。结果表明:颗粒粒径对沉积速率的贡献率最大,约为36.3%,初始颗粒浓度对沉积速率的贡献率约为15.1%;轴向距离与加热功率之间的相互作用最为明显,其相互作用效应为管道温度分布。通过对应分析,分析了各级颗粒沉积速率的主要影响因素。结果表明:当沉积速率较小时,轴向距离的微小变化也会对颗粒的沉积产生较大的影响;当沉积速率进一步增大时,初始颗粒体积分数的变化将显著影响颗粒的沉积;当沉积速率较大时,粒径对颗粒沉积起主导作用。两种分析方法均表明:在对超临界水自然循环中颗粒沉积的影响中,影响程度依次为粒径>浓度>轴向距离>加热功率。在两种分析方法的基础上,建立了分析回归模型,并对自然循环中颗粒的体积比例进行了预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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