{"title":"Comprehensive sensitivity analysis of solids mixing in a tapered fluidized bed: Experiment and CFD-MFM simulation","authors":"Seyed Arash Hasani Zaveh, Kiania Sarafan, Asghar Molaei Dehkordi","doi":"10.1016/j.cherd.2025.09.034","DOIUrl":null,"url":null,"abstract":"<div><div>Tapered fluidized beds, due to the reduction of gas velocity in the axial direction, enhance mixing and provide uniform fluidization of particles with different size distributions. This study analyses the mixing process of a binary mixture in a pseudo-two-dimensional tapered fluidized bed using computational fluid dynamics (CFD) with an Eulerian–Eulerian approach, complemented by experiments based on digital image analysis. The Lacey mixing index was used to quantify solids mixing, and the performance of various drag models, a critical parameter in CFD simulations and not yet comprehensively investigated in tapered fluidized beds, was evaluated. The Syamlal–O’Brien drag model (Syamlal, M.; O’Brien, T. J. Computer simulation of bubbles in a fluidized bed. AIChE Symp. Ser., 1989, 85, 22 −31) showed the best agreement with experimental data, calculating the Lacey mixing index with RMSE values of 0.0972 and 0.1480 at gas velocities of 0.4 and 0.6 m/s, and estimating the minimum fluidization velocity with a relative error of 5.46 %. Using this model, numerical simulations showed that increasing apex angle and gas velocity, while decreasing coarser particle fraction, particle size ratio, and initial particle height, prevents segregation. Minimum fluidization velocity was also found to affect solids mixing significantly.</div></div>","PeriodicalId":10019,"journal":{"name":"Chemical Engineering Research & Design","volume":"223 ","pages":"Pages 59-73"},"PeriodicalIF":3.9000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemical Engineering Research & Design","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0263876225005118","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Tapered fluidized beds, due to the reduction of gas velocity in the axial direction, enhance mixing and provide uniform fluidization of particles with different size distributions. This study analyses the mixing process of a binary mixture in a pseudo-two-dimensional tapered fluidized bed using computational fluid dynamics (CFD) with an Eulerian–Eulerian approach, complemented by experiments based on digital image analysis. The Lacey mixing index was used to quantify solids mixing, and the performance of various drag models, a critical parameter in CFD simulations and not yet comprehensively investigated in tapered fluidized beds, was evaluated. The Syamlal–O’Brien drag model (Syamlal, M.; O’Brien, T. J. Computer simulation of bubbles in a fluidized bed. AIChE Symp. Ser., 1989, 85, 22 −31) showed the best agreement with experimental data, calculating the Lacey mixing index with RMSE values of 0.0972 and 0.1480 at gas velocities of 0.4 and 0.6 m/s, and estimating the minimum fluidization velocity with a relative error of 5.46 %. Using this model, numerical simulations showed that increasing apex angle and gas velocity, while decreasing coarser particle fraction, particle size ratio, and initial particle height, prevents segregation. Minimum fluidization velocity was also found to affect solids mixing significantly.
锥形流化床由于轴向气速的降低,增强了混合,使不同粒径分布的颗粒流化均匀。本文采用计算流体力学(CFD)和欧拉-欧拉方法,结合基于数字图像分析的实验,分析了二元混合物在伪二维锥形流化床中的混合过程。采用Lacey混合指数来量化固体混合,并对不同阻力模型的性能进行了评估,这是CFD模拟中的一个关键参数,但尚未在锥形流化床中得到全面研究。Syamlal - O 'Brien阻力模型(Syamlal, M.; O 'Brien, T. J.)。AIChE计算机协会。爵士。在0.4和0.6 m/s气速下,计算得到的Lacey混合指数RMSE值分别为0.0972和0.1480,估算出的最小流化速度相对误差为5.46 %。利用该模型,数值模拟结果表明,增大气相顶点角和气相流速,减小粗颗粒分数、粒径比和初始颗粒高度,可以防止偏析。最小流化速度对固体混合也有显著影响。
期刊介绍:
ChERD aims to be the principal international journal for publication of high quality, original papers in chemical engineering.
Papers showing how research results can be used in chemical engineering design, and accounts of experimental or theoretical research work bringing new perspectives to established principles, highlighting unsolved problems or indicating directions for future research, are particularly welcome. Contributions that deal with new developments in plant or processes and that can be given quantitative expression are encouraged. The journal is especially interested in papers that extend the boundaries of traditional chemical engineering.