塑料-砂二元流化过程中颗粒形状和质量分数的评价:实验与模拟

IF 4.1 2区 工程技术 Q2 ENGINEERING, CHEMICAL
Zihao Ma, Jianjian Dai, Sichuang Wu, Hairui Lin, Youwei Cheng, Moshe Sheintuch, Xi Gao
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引用次数: 0

摘要

了解含非球形颗粒二元混合物的流化行为对于优化和设计流化床热转化过程至关重要。研究了非球形颗粒形状和质量分数对塑料-砂二元混合物流化行为的影响。流态化特性包括压降、颗粒高度分布、膨胀床高度和气泡特性。采用机器学习辅助图像处理方法对非球形塑料颗粒和砂粒进行分割。采用粗粒度SuperDEM-CFD方法对二元混合物的流态化行为进行了数值模拟,并与实验数据进行了比较。基于SuperDEM模拟结果,分析了颗粒混合过程。研究发现颗粒形状和质量分数显著影响二元流化行为,为验证CFD-DEM非球形颗粒模拟提供了详细的实验数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Assessment of particle shape and mass fraction on plastic- sand binary fluidization: Experiment and simulation

Assessment of particle shape and mass fraction on plastic- sand binary fluidization: Experiment and simulation
Understanding the fluidization behavior of binary mixtures containing non-spherical particles is crucial for optimizing and designing thermal conversion processes in fluidized beds. This study investigated the effect of non-spherical particle shape and mass fraction on plastic-sand binary mixture fluidization behavior. Fluidization characteristics including pressure drop, particle height distribution, expanded bed height, and bubble properties, were investigated and compared. A machine learning-aided image processing method was employed to segment non-spherical plastic particles from sand particles. The coarse-grained SuperDEM-CFD method was adapted to simulate the fluidization behavior of binary mixtures, and the results were compared with experimental data. The particle mixing process was also analyzed based on SuperDEM simulation results. This study found that particle shape and mass fraction significantly affect binary fluidization behavior and provide a detailed experimental dataset for validating CFD-DEM non-spherical particle simulation.
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来源期刊
Chemical Engineering Science
Chemical Engineering Science 工程技术-工程:化工
CiteScore
7.50
自引率
8.50%
发文量
1025
审稿时长
50 days
期刊介绍: Chemical engineering enables the transformation of natural resources and energy into useful products for society. It draws on and applies natural sciences, mathematics and economics, and has developed fundamental engineering science that underpins the discipline. Chemical Engineering Science (CES) has been publishing papers on the fundamentals of chemical engineering since 1951. CES is the platform where the most significant advances in the discipline have ever since been published. Chemical Engineering Science has accompanied and sustained chemical engineering through its development into the vibrant and broad scientific discipline it is today.
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