| Verification of size-resolved population balance modeling for engineered nanoparticles under high concentration | |
| Yu, Mingzhou1,2,3; Lin, Jianzhong1,4; Seipenbusch, Martin3; Cao, Junji2 | |
| 2017-09-01 | |
| 发表期刊 | CHEMICAL ENGINEERING JOURNAL
 |
| 卷号 | 323期号:2017页码:592-604 |
| 文章类型 | Article |
| 摘要 | Concerns have increased regarding the efficacy of population balance modeling (PBM) for determining the size-resolved behavior of engineered nanoparticles (ENPs) in chemical reactors, flames and workplaces. For the first time, we used a well-designed experiment to verify the feasibility of PBM and crucial factors affecting the accuracy of this method when size-resolved behavior was primarily concerned. The dynamic processes were designed to maximally represent high concentration involving aggregate production, deposition, coagulation, and transport. A population balance equation corresponding to the physical changes in an experiment was established and was further solved using the highly accurate moving sectional method. We verified four representative aggregate collision rate functions, namely the modified Fuchs collision rate function, Dahneke's collision function, harmonic mean collision function, and aggregate function newly developed by Thajudeen et al. (Aerosol Sci. Technol. 46 (2012) 1174-1186). The PBM implemented using the Thajudeen et al.'s aggregate function revealed highest agreement between the simulation and measurement. We observed both fractal dimension and primary particle diameter have apparent effects on the accuracy of PBM, indicating that both are key parameters in the implementation of PBM, whereas the pre-exponential factor only slightly affects the accuracy of PBM. The PBM with constant primary particle size, fractal dimension, and pre-exponential factor was finally verified as a reliable method for studying size-resolved evolution of ENPs over time. (C) 2017 Elsevier B.V. All rights reserved. |
| 关键词 | Size-resolved Population Balance Modeling Fractal-like Aggregate High Concentration Verification |
| WOS标题词 | Science & Technology ; Technology |
| DOI | 10.1016/j.cej.2017.04.128 |
| 关键词[WOS] | TRANSITION REGIME ; NONSPHERICAL PARTICLES ; AEROSOL COAGULATION ; PARTICULATE MATTER ; DEPOSITION RATES ; SMOOTH SURFACES ; SPARK DISCHARGE ; EMISSION RATES ; SIMULATION ; FLAME |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS研究方向 | Engineering |
| WOS类目 | Engineering, Environmental ; Engineering, Chemical |
| WOS记录号 | WOS:000402343300060 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ieecas.cn/handle/361006/5465 |
| 专题 | 粉尘与环境研究室 |
| 作者单位 | 1.China Jiliang Univ, Hangzhou 310018, Zhejiang, Peoples R China 2.Chinese Acad Sci, Inst Earth Environm, Xian 710075, Peoples R China 3.Karlsruhe Inst Technol, Inst Mech Proc Engn & Mech, Karlsruhe, Germany 4.Zhejiang Univ, Inst Fluid Engn, Hangzhou, Zhejiang, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yu, Mingzhou,Lin, Jianzhong,Seipenbusch, Martin,et al. Verification of size-resolved population balance modeling for engineered nanoparticles under high concentration[J]. CHEMICAL ENGINEERING JOURNAL,2017,323(2017):592-604. |
| APA | Yu, Mingzhou,Lin, Jianzhong,Seipenbusch, Martin,&Cao, Junji.(2017).Verification of size-resolved population balance modeling for engineered nanoparticles under high concentration.CHEMICAL ENGINEERING JOURNAL,323(2017),592-604. |
| MLA | Yu, Mingzhou,et al."Verification of size-resolved population balance modeling for engineered nanoparticles under high concentration".CHEMICAL ENGINEERING JOURNAL 323.2017(2017):592-604. |
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| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Verification of size（3020KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 请求全文 | |
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