华南理工大学学报(自然科学版) ›› 2019, Vol. 47 ›› Issue (9): 40-46,97.doi: 10.12141/j.issn.1000-565X.190067

• 能源、动力与电气工程 • 上一篇    下一篇

基于正交设计的微细颗粒复合凝并建模及仿真

刘定平 黄俊钦 秦方博 罗伟乐   

  1. 华南理工大学 电力学院∥广东省能源高效清洁利用重点实验室,广东 广州 510640
  • 收稿日期:2019-02-26 修回日期:2019-05-10 出版日期:2019-09-25 发布日期:2019-08-01
  • 通信作者: 刘定平(1965-),男,博士,副教授,主要从事能源清洁与转化研究. E-mail:liudingping@126.com
  • 作者简介:刘定平(1965-),男,博士,副教授,主要从事能源清洁与转化研究.
  • 基金资助:
    国家自然科学基金资助项目(51676072);广州市科技计划项目(201604020130)

Modeling and Simulation of Fine Particle Composite Coagulation Based on Orthogonal Design

LIU Dingping HUANG Junqin QIN Fangbo LUO Weile    

  1. School of Electric Power∥Guangdong Province Key Laboratory of Efficient and Clean Energy Utilization, South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2019-02-26 Revised:2019-05-10 Online:2019-09-25 Published:2019-08-01
  • Contact: 刘定平(1965-),男,博士,副教授,主要从事能源清洁与转化研究. E-mail:liudingping@126.com
  • About author:刘定平(1965-),男,博士,副教授,主要从事能源清洁与转化研究.
  • Supported by:
    Supported by the National Natural Science Foundation of China(51676072)

摘要: 为了研究微细颗粒凝并效率影响因素的敏感性,将颗粒群平衡模型与欧拉多相 流模型进行耦合,通过用户自定义函数分别引入布朗凝并、湍流凝并与声波凝并的复合凝 并核函数和颗粒凝结增长速率函数,建立了一种适合不同凝并方式特点的复合凝并模型. 采用正交设计对微细颗粒的凝并过程进行数值模拟,研究了初始蒸汽饱和度、停留时间、 声压级和声频对复合凝并过程的影响程度的主次关系. 结果表明,该复合凝并模型能有效 地表征 PM2.5 颗粒凝并效率. 通过 PM10 和 PM2.5 凝并效率正交模拟试验进一步得出,复合 凝并作用下各参数的影响程度均为:声压级 > 停留时间 > 初始蒸汽饱和度 > 声频. 声压 级、停留时间和初始蒸汽饱和度的增大有利于凝并效率的提高,而声频则存在一个最佳值 使得凝并效率达到最高,且 PM2.5 凝并效率的最佳频率比 PM10 高. 该模型的建立对研究微 细颗粒物复合凝并相关因素的影响程度具有重要作用.

关键词: 微细颗粒, 复合凝并, 群体平衡模型, 正交设计

Abstract: In order to study the sensitivity of factors affecting the coagulation efficiency of fine particles,a compo- site coagulation model suitable for different coagulation approaches was established,coupling the particle goup po- pulation balance model with the Euler's multiphase flow model and using the user-defined function to simultaneously introduce the Brownian-turbulent-acoustic composite coagulation kernel function and the condensation growth rate function. The numerical simulation of fine particle composite coagulation process was performed by using orthogonal design,and the primary and secondary relations of the effect of initial steam supersaturation,residence time, sound pressure level and sound frequency on the coagulation process were analyzed based on the simulation results. The simulation results show that the model can effectively characterize the coagulation efficiency of PM2.5 particles. Through orthogonal simulation tests of coagulation efficiency of PM10 and PM2.5 ,it is further concluded that the in- fluence degree of each parameter under composite coagulation is: sound pressure level > residence time > initial steam saturation > sound frequency. The increase of sound pressure level,residence time and initial steam satu- ration is conducive to the improvement of coagulation efficiency,while there is an optimal value of sound frequency to maximize the coagulation efficiency,and the optimal frequency of PM2.5 coagulation efficiency is higher than that of PM10 . The establishment of the model is significant to the research on the influence degree of correlation parame- ters for fine particle composite coagulation.

Key words: fine particle, composite coagulation, population balance model, orthogonal design

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