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Qin Q, Yang G, Li J, Sun M, Jia H, Wang J. A review of flow field characteristics in submerged hollow fiber membrane bioreactor: Micro-interface, module and reactor. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 365:121525. [PMID: 38897085 DOI: 10.1016/j.jenvman.2024.121525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/27/2024] [Accepted: 06/16/2024] [Indexed: 06/21/2024]
Abstract
As an important part of the membrane field, hollow fiber membranes (HFM) have been widely concerned by scholars. HFM fouling in the industrial application results in a reduction in its lifespan and an increase in cost. In recent years, various explorations on the HFM fouling control strategies have been carried out. In the current work, we critically review the influence of flow field characteristics in HFM-based bioreactor on membrane fouling control. The flow field characteristics mainly refer to the spatial and temporal variation of the related physical parameters. In the HFM field, the physical parameter mainly refers to the variation characteristics of the shear force, flow velocity and turbulence caused by hydraulics. The factors affecting the flow field characteristics will be discussed from three levels: the micro-flow field near the interface of membrane (micro-interface), the flow field around the membrane module and the reactor design related to flow field, which involves surface morphology, crossflow, aeration, fiber packing density, membrane vibration, structural design and other related parameters. The study of flow field characteristics and influencing factors in the HFM separation process will help to improve the performance of HFM in full-scale water treatment plants.
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Affiliation(s)
- Qingwen Qin
- School of Environmental Engineering, Henan University of Technology, Zhengzhou, 450001, China
| | - Guang Yang
- College of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao, 266590, China
| | - Juan Li
- State Key Laboratory of Separation Membranes and Membrane Processes, TianGong University, Tianjin, 300387, China; School of Environmental Science and Engineering, TianGong University, Tianjin, 300387, China
| | - Min Sun
- Centre for Complexity Science, Henan University of Technology, Zhengzhou, 450001, China
| | - Hui Jia
- State Key Laboratory of Separation Membranes and Membrane Processes, TianGong University, Tianjin, 300387, China; School of Environmental Science and Engineering, TianGong University, Tianjin, 300387, China.
| | - Jie Wang
- State Key Laboratory of Separation Membranes and Membrane Processes, TianGong University, Tianjin, 300387, China; School of Environmental Science and Engineering, TianGong University, Tianjin, 300387, China; Cangzhou Institute of Tiangong University, Cangzhou, 061000, China.
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2
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A review on hollow fiber membrane module towards high separation efficiency: Process modeling in fouling perspective. CHINESE CHEM LETT 2022. [DOI: 10.1016/j.cclet.2021.10.044] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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3
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Li X, Mei Y, Zhang J, Yang Y, Peng LE, Qing W, He D, Fane AG, Tang CY. Osmotically enhanced reverse osmosis using hollow fiber membranes. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2021.119703] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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4
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Schopf R, Schmidt F, Kulozik U. Impact of hollow fiber membrane length on the milk protein fractionation. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2020.118834] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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5
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Abstract
Submerged hollow fiber membranes (SHFMs) are used for a wide variety of applications. Their applicability and their advantages, however, depend crucially on the prevailing hydrodynamics within single fibers. In this respect, the non-uniform distribution of transmembrane flux is a known problem related to inhomogeneous membrane fouling and disadvantages for cleaning. To address this problem, we propose an approach to homogenize transmembrane flux by varying the local membrane resistance using optimal control methods for the first time in SHFM research. Based on an established model, different scenarios are optimized, namely with different fiber lengths and inner radii. In addition, a double-end setup is explored. It is shown that the optimization goal is reached very well in all tested cases, which underlines the general validity of our strategy. Further uses and extensions of the optimization method are provided, as well as hints for the practical implementation of the suggested measures.
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6
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Zhu H, Liu G, Yuan J, Chen T, Xin F, Jiang M, Fan Y, Jin W. In-situ recovery of bio-butanol from glycerol fermentation using PDMS/ceramic composite membrane. Sep Purif Technol 2019. [DOI: 10.1016/j.seppur.2019.115811] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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7
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Schork N, Schuhmann S, Nirschl H, Guthausen G. In situ measurement of deposit layer formation during skim milk filtration by MRI. MAGNETIC RESONANCE IN CHEMISTRY : MRC 2019; 57:738-748. [PMID: 30604888 DOI: 10.1002/mrc.4826] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 12/07/2018] [Accepted: 12/21/2018] [Indexed: 06/09/2023]
Abstract
Filtration and separation via membranes are key processes in food processing. One major application of membrane filtration is in the dairy industry, aiming for the separation of different milk proteins. The various chemical components of milk possess different physiochemical properties and can be used most effectively in food processing if they are separately available and remain in their native state. Microfiltration of skim milk allows a fractionation of the milk proteins casein and whey by size. A deposit is formed on the membrane surface mainly but not exclusively by micellar casein proteins during filtration. Membrane pore blockage by whey proteins and fouling occur during membrane filtration, negatively affecting the yield of the whey protein fraction. Skim milk filtration and the deposit layer formation were measured time and spatially resolved by in situ magnetic resonance imaging (MRI). The nature of the fouling layer was investigated during dead-end filtration in ceramic hollow fiber membranes. MRI was used to further clarify the influence of operating conditions on separation and filtration mechanisms that are responsible for growth of the fouling layer and its reversibility. The MRI measurements were analyzed for a detailed description of skim milk filtration by modeling the signal intensity distribution.
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Affiliation(s)
- Nicolas Schork
- Karlsruhe Institute of Technology (KIT), Institute of Mechanical Process Engineering and Mechanics, Karlsruhe, Germany
| | - Sebastian Schuhmann
- Karlsruhe Institute of Technology (KIT), Institute of Mechanical Process Engineering and Mechanics, Karlsruhe, Germany
| | - Hermann Nirschl
- Karlsruhe Institute of Technology (KIT), Institute of Mechanical Process Engineering and Mechanics, Karlsruhe, Germany
| | - Gisela Guthausen
- Karlsruhe Institute of Technology (KIT), Institute of Mechanical Process Engineering and Mechanics, Karlsruhe, Germany
- Karlsruhe Institute of Technology (KIT), Chair of Water Chemistry and Water Technology, Karlsruhe, Germany
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Wu R, Su K, Wang Z, Hao T, Liu S. A comprehensive investigation of filtration performance in submerged hollow fibre membrane modules with different fibre geometries. Sep Purif Technol 2019. [DOI: 10.1016/j.seppur.2019.03.082] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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9
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Mu S, Xiao K, Fan H, Liu C, Liang S, Xiao F, Wang X, Huang X. Non-uniform distribution of adsorptive fouling along hollow fiber membrane: Characterization and quantification. Sep Purif Technol 2018. [DOI: 10.1016/j.seppur.2018.05.043] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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10
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Wang J, Ye P, Gao X, Zhang Y, Gu X. Modeling investigation of geometric size effect on pervaporation dehydration through scaled-up hollow fiber NaA zeolite membranes. Chin J Chem Eng 2018. [DOI: 10.1016/j.cjche.2018.01.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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11
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Zhuang L, Dai G, Xu Z. Three‐dimensional simulation of the time‐dependent fluid flow and fouling behavior in an industrial hollow fiber membrane module. AIChE J 2018. [DOI: 10.1002/aic.16090] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Liwei Zhuang
- State Key Laboratory of Chemical EngineeringEast China University of Science and TechnologyShanghai 200237 China
| | - Gance Dai
- State Key Laboratory of Chemical EngineeringEast China University of Science and TechnologyShanghai 200237 China
| | - Zhen‐Liang Xu
- State Key Laboratory of Chemical EngineeringEast China University of Science and TechnologyShanghai 200237 China
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12
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Xu Q, Pearce GK, Field RW. Pressure driven inside feed (PDI) hollow fibre filtration: Optimizing the geometry and operating parameters. J Memb Sci 2017. [DOI: 10.1016/j.memsci.2017.05.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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13
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Liang S, Zhao Y, Zhang J, Song L. Bisection method for accurate modeling and simulation of fouling in hollow fiber membrane system. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2017; 24:14346-14354. [PMID: 28429271 DOI: 10.1007/s11356-017-9023-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 04/10/2017] [Indexed: 06/07/2023]
Abstract
Accurate description and modeling of fouling on hollow fibers imposes a serious challenge to more effective fouling mitigation and performance optimization of the membrane system. Although the governing equations for membrane fouling can be constructed based on the known theories from membrane filtration and fluid dynamics, they are unsolvable analytically due to the complex spatially and temporally varying nature of fouling on hollow fibers. The current available numerical solutions for the governing equations are either unreliable or inconvenient to use because of the uses of unfounded assumptions or cumbersome calculation methods. This work presented for the first time a rigorous numerical procedure to solve the governing equations for fouling development on hollow fibers. A critical step to achieve the goal is the use of bisection method to determine the transmembrane pressure at the dead end of the fibers. With this procedure, fouling behavior in the hollow fiber membrane system under a given condition can be simulated within a second. The model simulations were well calibrated and verified with the published experimental data from literature. Also presented in the paper were simulations for performances of the hollow fiber membrane system under various operation conditions. Graphical abstract ᅟ.
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Affiliation(s)
- Shuang Liang
- Shandong Provincial Key Laboratory of Water Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Shandong University, Jinan, Shandong, 250100, China
| | - Yubo Zhao
- Shandong Provincial Key Laboratory of Water Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Shandong University, Jinan, Shandong, 250100, China
| | - Jian Zhang
- Shandong Provincial Key Laboratory of Water Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Shandong University, Jinan, Shandong, 250100, China
| | - Lianfa Song
- Department of Civil, Environmental, and Construction Engineering, Texas Tech University, Lubbock, TX, 79409-1023, USA.
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14
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Wei X, Wang H, Yin Z, Qaseem S, Li J. Tubular electrocatalytic membrane reactor for alcohol oxidation: CFD simulation and experiment. Chin J Chem Eng 2017. [DOI: 10.1016/j.cjche.2016.05.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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15
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Modeling of filtration characteristics during submerged hollow fiber membrane microfiltration of yeast suspension under aeration condition. J Memb Sci 2016. [DOI: 10.1016/j.memsci.2016.03.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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16
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He X, Meng F, Lin A, Li J, Tang CY. Characteristics and fouling propensity of polysaccharides in the presence of different monovalent ions. AIChE J 2016. [DOI: 10.1002/aic.15276] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Xiang He
- School of Environmental Science and Engineering; Sun Yat-sen University; Guangzhou 510275 P.R. China
- Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology; Sun Yat-sen University; Guangzhou 510275 P.R. China
| | - Fangang Meng
- School of Environmental Science and Engineering; Sun Yat-sen University; Guangzhou 510275 P.R. China
- Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology; Sun Yat-sen University; Guangzhou 510275 P.R. China
| | - Anli Lin
- School of Environmental Science and Engineering; Sun Yat-sen University; Guangzhou 510275 P.R. China
- Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology; Sun Yat-sen University; Guangzhou 510275 P.R. China
| | - Jiapeng Li
- College of Urban and Environmental Sciences; Hubei Normal University; Huangshi 435002 P.R. China
| | - Chuyang Y. Tang
- Dept. of Civil Engineering; The University of Hong Kong; Pokfulam Hong Kong P.R. China
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