基于Voronoi-Random算法微观结构褶型过滤介质过滤性能

徐严, 程思敏, 孙祎, 曹博文, 钱付平, 鲁进利, 韩云龙

中国环境科学 ›› 2023, Vol. 43 ›› Issue (10) : 5488-5497.

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中国环境科学 ›› 2023, Vol. 43 ›› Issue (10) : 5488-5497.
环境生态

基于Voronoi-Random算法微观结构褶型过滤介质过滤性能

  • 徐严1, 程思敏1, 孙祎2, 曹博文3, 钱付平2, 鲁进利1, 韩云龙1
作者信息 +

Filtration performance of microstructure pleated filter media based on Voronoi-Random algorithm

  • XU Yan1, CHENG Si-min1, SUN Yi2, CAO Bo-wen3, QIAN Fu-ping2, LU Jin-li1, HAN Yun-long1
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摘要

在利用数值模拟研究褶型纤维过滤介质过滤性能时,为了克服层状结构纤维层与层之间不连贯及孔状结构纤维规整分布的不足,本文基于Voronoi-Random算法建立了褶型纤维过滤介质模型,并通过加密或减少纤维数量改变其固体体积分数(SVF).采用“Caught on first touch”和“Hamker”两种碰撞模型对褶型纤维过滤介质的气-固两相流动进行数值模拟.结果表明:压力损失和过滤效率数值计算值与经验关联式计算值吻合较好,误差在15%之内;将采用两种碰撞模型得到的过滤效率与经验关联式计算值进行比较,得出采用“Hamker”碰撞模型得到的过滤效率符合实际;在过滤介质上的沉积颗粒并不完全是纤维捕集,大多数颗粒是由形成的树枝状结构捕集;压降和单位面积沉积量随过滤时间的增长呈现指数增长趋势.

Abstract

When using numerical simulation to study the filtration performance of pleated fiber filter media, in order to overcome the shortcomings of discontinuous layers and regular distribution of porous fibers, a pleated fiber filter media model was established based on Voronoi-Random algorithm, and its solid volume fraction (SVF) was changed by encrypting or reducing the number of fibers. Two collision models "Caught on first touch" and "Hamker" were used to simulate the gas-solid two-phase flow of pleated fiber filter media. The results show that the numerical values of pressure loss and filtration efficiency were in good agreement with those calculated by empirical correlation, and the error was within 15%; Comparing the filtration efficiency obtained by two collision models of "Caught on first touch" and "Hamker" with the calculated value of empirical correlation, it was concluded that the filtering efficiency obtained by "Hamker" collision model accords with the reality; The particles deposited on the filter media were not completely captured by fibers, but most of them were captured by dendritic structures formed; The pressure drop and deposition per unit area increased exponentially with the increase of filtration time.

关键词

Voronoi-Random算法 / 过滤性能 / 数值模拟 / 褶型纤维过滤介质

Key words

filtration performance / numerical simulation / pleated fiber filter media / Voronoi-Random algorithm

引用本文

导出引用
徐严, 程思敏, 孙祎, 曹博文, 钱付平, 鲁进利, 韩云龙. 基于Voronoi-Random算法微观结构褶型过滤介质过滤性能[J]. 中国环境科学. 2023, 43(10): 5488-5497
XU Yan, CHENG Si-min, SUN Yi, CAO Bo-wen, QIAN Fu-ping, LU Jin-li, HAN Yun-long. Filtration performance of microstructure pleated filter media based on Voronoi-Random algorithm[J]. China Environmental Science. 2023, 43(10): 5488-5497
中图分类号: X513   

参考文献

[1] Li W, Shen S, Li H. Study and optimization of the filtration performance of multi-fiber filter[J]. Advanced Powder Technology, 2016,27(2):638-645.
[2] Kang S, Bock N, Swanson J, et al. Characterization of pleated filter media using particle image velocimetry[J]. Separation and Purification Technology, 2020,237:116333.
[3] Feng Z, Pan W, Wang Y, et al. Modeling filtration performance of pleated fibrous filters by Eulerian-Markov method[J]. Powder Technology, 2018,340:502-510.
[4] Xu B, Yu X, Wu Y, et al. Experimental investigation of air pressure affecting filtration performance of fibrous filter sheet[J]. Environmental technology, 2017,38(5):558-565.
[5] Hosseini S A, Tafreshi H V. Modeling particle-loaded single fiber efficiency and fiber drag using ANSYS-Fluent CFD code[J]. Computers & Fluids, 2012,66:157-166.
[6] Chen S, Wang Q, Chen D R. Effect of pleat shape on reverse pulsed-jet cleaning of filter cartridges[J]. Powder Technology, 2017,305:1-11.
[7] Teng G, Shi G, Zhu J, et al. Research on the influence of pleat structure on effective filtration area during dust loading[J]. Powder Technology, 2022,395:207-217.
[8] Tronville P, Sala R. Minimization of resistance in pleated-media air filter designs:empirical and CFD approaches[J]. HVAC&R Research, 2003,9(1):95-106.
[9] Subrenat A, Bellettre J, Le Cloirec P. 3-D numerical simulations of flows in a cylindrical pleated filter packed with activated carbon cloth[J]. Chemical Engineering Science, 2003,58(22):4965-4973.
[10] Lo L M, Hu S C, Chen D R, et al. Numerical study of pleated fabric cartridges during pulse-jet cleaning[J]. Powder Technology, 2010, 198(1):75-81.
[11] Bojdo N. Performance prediction of inlet barrier filter systems for rotorcraft[C]//36th European Rotorcraft Forum, 2010.
[12] Chen D R, Pui D Y H, Liu B Y H. Optimization of pleated filter designs using a finite-element numerical model[J]. Aerosol Science and Technology, 1995,23(4):579-590.
[13] Wang F, Schiller U D. Computational characterization of nonwoven fibrous media:I. Pore-network extraction and morphological analysis[J]. Physical Review Materials, 2020,4(8):083803.
[14] Wang F, Kumari S, Schiller U D. Computational characterization of nonwoven fibrous media. II. Analysis of microstructure effects on permeability and tortuosity[J]. Physical Review Materials, 2020,4(8):083804.
[15] Payatakes A C, Tien C. Particle deposition in fibrous media with dendrite-like pattern:A preliminary model[J]. Journal of Aerosol Science, 1976,7(2):85-100.
[16] Payatakes A C, Gradoń L. Dendritic deposition of aerosols by convective Brownian diffusion for small, intermediate and high particle Knudsen numbers[J]. AIChE Journal, 1980,26(3):443-454.
[17] Kanaoka C, Emi H, Myojo T. Simulation of the growing process of a particle dendrite and evaluation of a single fiber collection efficiency with dust load[J]. Journal of Aerosol Science, 1980,11(4):377-389.
[18] Filippova O, Hänel D. Lattice-Boltzmann simulation of gas-particle flow in filters[J]. Computers & Fluids, 1997,26(7):697-712.
[19] Wang H, Zhao H, Guo Z, et al. Numerical simulation of particle capture process of fibrous filters using Lattice Boltzmann two-phase flow model[J]. Powder technology, 2012,227:111-122.
[20] Li S Q, Marshall J S. Discrete element simulation of micro-particle deposition on a cylindrical fiber in an array[J]. Journal of Aerosol Science, 2007,38(10):1031-1046.
[21] Wang H, Zhao H, Wang K, et al. Simulation of filtration process for multi-fiber filter using the Lattice-Boltzmann two-phase flow model[J]. Journal of Aerosol Science, 2013,66:164-178.
[22] Zhang L, Zhou J W, Zhang B,et al. Semi-analytical and computational investigation of different fibrous structures affecting the performance of fibrous media[J]. SAGE PublicationsSage UK:London, England, 2020,103(1):1-25.
[23] Xu B, Wu Y, Cui P. Semi-analytical and computational investigation of different dust loading structures affecting the performance of a fibrous air filter[J]. Particuology, 2014,13:60-65.
[24] Cao B, Wang S, Dong W, et al. Investigation of the filtration performance for fibrous media:Coupling of a semi-analytical model with CFD on Voronoi-based microstructure[J]. Separation and Purification Technology, 2020,251:117364.
[25] Saleh A M, Hosseini S A, Tafreshi H V, et al. 3-D microscale simulation of dust-loading in thin flat-sheet filters:a comparison with 1-D macroscale simulations[J]. Chemical Engineering Science, 2013, 99:284-291.
[26] Filippova O, Hänel D. Lattice-Boltzmann simulation of gas-particle flow in filters[J]. Computers & Fluids, 1997,26(7):697-712.
[27] Sambaer W, Zatloukal M, Kimmer D. 3D modeling of filtration process via polyurethane nanofiber based nonwoven filters prepared by electrospinning process[J]. Chemical Engineering Science, 2011, 66(4):613-623.
[28] Bai H, Qian X, Fan J, et al. Micro-scale layered structural filtration efficiency model:Probing filtration properties of non-uniform fibrous filter media[J]. Separation and Purification Technology, 2020,236:116037.
[29] Saleh A M, Tafreshi H V. A simple semi-numerical model for designing pleated air filters under dust loading[J]. Separation and Purification Technology, 2014,137:94-108.
[30] Saleh A M, Tafreshi H V, Pourdeyhimi B. An analytical approach to predict pressure drop and collection efficiency of dust-load pleated filters[J]. Separation and Purification Technology, 2016,161:80-87.
[31] Saleh A M, Fotovati S, Tafreshi H V, et al. Modeling service life of pleated filters exposed to poly-dispersed aerosols[J]. Powder technology, 2014,266:79-89.
[32] Rao N, Faghri M. Computer modeling of aerosol filtration by fibrous filters[J]. Aerosol Science and Technology, 1988,8(2):133-156.
[33] Zhu H X, Windle A H. Effects of cell irregularity on the high strain compression of open-cell foams[J]. Acta Materialia, 2002,50(5):1041-1052.
[34] Zheng Z, Yu J, Li J. Dynamic crushing of 2D cellular structures:A finite element study[J]. International journal of impact engineering, 2005,32(1-4):650-664.
[35] Hosseini S A, Tafreshi H V. 3-D simulation of particle filtration in electrospun nanofibrous filters[J]. Powder Technology, 2010,201(2):153-160.
[36] Pan Z, Liang Y, Tang M, et al. Simulation of performance of fibrous filter media composed of cellulose and synthetic fibers[J]. Cellulose, 2019,26:7051-7065.
[37] Maddineni A K, Das D, Damodaran R M. Air-borne particle capture by fibrous filter media under collision effect:A CFD-based approach[J]. Separation and Purification Technology, 2018,193:1-10.
[38] Fluent A. Inc., 275Technology Drive Canonsburg[J]. 2010.
[39] Rief S, Latz A, Wiegmann A. Computer simulation of air filtration including electric surface charges in three-dimensional fibrous micro structures[J]. Filtration, 2006,6(2):169-172.
[40] Multiphase flow handbook[M]. CRC press, 2005.
[41] Wang Q, Maze B, Tafreshi H V, et al. A case study of simulating submicron aerosol filtration via lightweight spun-bonded filter media[J]. Chemical Engineering Science, 2006,61(15):4871-4883.
[42] Brown R C. Air filtration:an integrated approach to the theory and applications of fibrous filters[J]. (No Title), 1993.
[43] Henry F S, Ariman T. An evaluation of the Kuwabara model[J]. Particulate science and technology, 1983,1(1):1-20.
[44] Banks D O. Stokes flow through a system of parallel infinite cylinders with axes oriented at an angle to the direction of mean flow[J]. Particulate science and technology, 1987,5(3):339-353.
[45] Stechkina I B, Kirsch A A, Fuchs N A. Studies on fibrous aerosol filters-iv calculation of aerosol deposition in model filters in the range of maximum penetration[J]. Annals of Occupational Hygiene, 1969,12(1):1-8.
[46] Lee K W, Liu B Y H. Theoretical study of aerosol filtration by fibrous filters[J]. Aerosol Science and Technology, 1982,1(2):147-161.

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安徽省科技重大专项(18030801109)

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