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Mubashir M, Ahmad T, Liu X, Rehman LM, de Levay JPBB, Al Nuaimi R, Thankamony R, Lai Z. Artificial intelligence and structural design of inorganic hollow fiber membranes: Materials chemistry. CHEMOSPHERE 2023; 338:139525. [PMID: 37467860 DOI: 10.1016/j.chemosphere.2023.139525] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 07/02/2023] [Accepted: 07/14/2023] [Indexed: 07/21/2023]
Abstract
A key challenge is to produce the uniform morphology and regular pore design of inorganic hollow fiber membranes (HFMs) due to involvement of multiple parameters including, fabrication process and materials chemistry. Inorganic HFMs required technical innovations via novel structural design and artificial intelligence (AI) to produce the uniform structure and regular pore design. Therefore, this review aims at critical analysis on the most recent and relevant approaches to tackle the issues related to tune the morphology and pore design of inorganic HFMs. Structural design and evaluation of routes towards the dope suspension, spinning, and sintering of inorganic HFMs are critically analysed. AI, driving forces and challenges involved for harnessing of materials are revealed in this review. AI programs used for the prediction of pore design and performance of HFMs have also been explained in this review. Overall, this review will provide the understanding to build the equilibrium in spinning and sintering processes to control the design of micro-channels, and structural properties of inorganic HFMs. This review has great significance to control the new design of membranes via AI programs. This review also explain the inorganic membrane efficiency as algal-bioreactor.
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Affiliation(s)
- Muhammad Mubashir
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.
| | - Tausif Ahmad
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Xiaowei Liu
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Lubna Muzamil Rehman
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Jean-Pierre Benjamin Boross de Levay
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Reham Al Nuaimi
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Roshni Thankamony
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Zhiping Lai
- Physical Science and Engineering Division, Advanced Membranes and Porous Materials Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.
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Deng C, Hu Z, Wang M, Wang Y, Wang Z, Chen T, Tan X, Liu S. Sintering of the Metallic Nickel Hollow Fibers into High-Performance Membranes for H 2 Permeation. Ind Eng Chem Res 2023. [DOI: 10.1021/acs.iecr.2c04024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Chenyang Deng
- State Key Laboratory of Organic-Inorganic Composites, College of Chemical Engineering, Beijing University of Chemical Technology, Beijing100029, China
| | - Zhifei Hu
- State Key Laboratory of Separation Membranes and Membrane Processes, Department of Chemical Engineering, Tiangong University, Tianjin300387, China
| | - Mingming Wang
- State Key Laboratory of Organic-Inorganic Composites, College of Chemical Engineering, Beijing University of Chemical Technology, Beijing100029, China
| | - Yanan Wang
- State Key Laboratory of Organic-Inorganic Composites, College of Chemical Engineering, Beijing University of Chemical Technology, Beijing100029, China
| | - Zhigang Wang
- State Key Laboratory of Separation Membranes and Membrane Processes, Department of Chemical Engineering, Tiangong University, Tianjin300387, China
| | - Tianjia Chen
- Chemical Engineering College, Inner Mongolia University of Technology, Hohhot010051, China
| | - Xiaoyao Tan
- State Key Laboratory of Separation Membranes and Membrane Processes, Department of Chemical Engineering, Tiangong University, Tianjin300387, China
| | - Shaomin Liu
- State Key Laboratory of Organic-Inorganic Composites, College of Chemical Engineering, Beijing University of Chemical Technology, Beijing100029, China
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Wang M, Wang Z, Tan X, Liu S. Externally self-supported metallic nickel hollow fiber membranes for hydrogen separation. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2022.120513] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Lau HS, Lau SK, Soh LS, Hong SU, Gok XY, Yi S, Yong WF. State-of-the-Art Organic- and Inorganic-Based Hollow Fiber Membranes in Liquid and Gas Applications: Looking Back and Beyond. MEMBRANES 2022; 12:539. [PMID: 35629866 PMCID: PMC9144028 DOI: 10.3390/membranes12050539] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/19/2022] [Accepted: 05/20/2022] [Indexed: 11/16/2022]
Abstract
The aggravation of environmental problems such as water scarcity and air pollution has called upon the need for a sustainable solution globally. Membrane technology, owing to its simplicity, sustainability, and cost-effectiveness, has emerged as one of the favorable technologies for water and air purification. Among all of the membrane configurations, hollow fiber membranes hold promise due to their outstanding packing density and ease of module assembly. Herein, this review systematically outlines the fundamentals of hollow fiber membranes, which comprise the structural analyses and phase inversion mechanism. Furthermore, illustrations of the latest advances in the fabrication of organic, inorganic, and composite hollow fiber membranes are presented. Key findings on the utilization of hollow fiber membranes in microfiltration (MF), nanofiltration (NF), reverse osmosis (RO), forward osmosis (FO), pervaporation, gas and vapor separation, membrane distillation, and membrane contactor are also reported. Moreover, the applications in nuclear waste treatment and biomedical fields such as hemodialysis and drug delivery are emphasized. Subsequently, the emerging R&D areas, precisely on green fabrication and modification techniques as well as sustainable materials for hollow fiber membranes, are highlighted. Last but not least, this review offers invigorating perspectives on the future directions for the design of next-generation hollow fiber membranes for various applications. As such, the comprehensive and critical insights gained in this review are anticipated to provide a new research doorway to stimulate the future development and optimization of hollow fiber membranes.
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Affiliation(s)
- Hui Shen Lau
- School of Energy and Chemical Engineering, Xiamen University Malaysia, Sepang 43900, Selangor, Malaysia; (H.S.L.); (S.K.L.); (L.S.S.); (S.U.H.); (X.Y.G.)
| | - Siew Kei Lau
- School of Energy and Chemical Engineering, Xiamen University Malaysia, Sepang 43900, Selangor, Malaysia; (H.S.L.); (S.K.L.); (L.S.S.); (S.U.H.); (X.Y.G.)
| | - Leong Sing Soh
- School of Energy and Chemical Engineering, Xiamen University Malaysia, Sepang 43900, Selangor, Malaysia; (H.S.L.); (S.K.L.); (L.S.S.); (S.U.H.); (X.Y.G.)
| | - Seang Uyin Hong
- School of Energy and Chemical Engineering, Xiamen University Malaysia, Sepang 43900, Selangor, Malaysia; (H.S.L.); (S.K.L.); (L.S.S.); (S.U.H.); (X.Y.G.)
| | - Xie Yuen Gok
- School of Energy and Chemical Engineering, Xiamen University Malaysia, Sepang 43900, Selangor, Malaysia; (H.S.L.); (S.K.L.); (L.S.S.); (S.U.H.); (X.Y.G.)
| | - Shouliang Yi
- U.S. Department of Energy, National Energy Technology Laboratory, 626 Cochrans Mill Rd, Pittsburgh, PA 15236, USA;
| | - Wai Fen Yong
- School of Energy and Chemical Engineering, Xiamen University Malaysia, Sepang 43900, Selangor, Malaysia; (H.S.L.); (S.K.L.); (L.S.S.); (S.U.H.); (X.Y.G.)
- College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
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Ebneyamini A, Grace JR, Lim CJ, Ellis N, Elnashaie SSEH. Simulation of Limestone Calcination for Calcium Looping: Potential for Autothermal and Hydrogen-Producing Sorbent Regeneration. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b00668] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Arian Ebneyamini
- Department of Chemical and Biological Engineering, University of British Columbia, Vancouver V6T 1Z3, Canada
| | - John R. Grace
- Department of Chemical and Biological Engineering, University of British Columbia, Vancouver V6T 1Z3, Canada
| | - Choon J. Lim
- Department of Chemical and Biological Engineering, University of British Columbia, Vancouver V6T 1Z3, Canada
| | - Naoko Ellis
- Department of Chemical and Biological Engineering, University of British Columbia, Vancouver V6T 1Z3, Canada
| | - Said S. E. H. Elnashaie
- Department of Chemical and Biological Engineering, University of British Columbia, Vancouver V6T 1Z3, Canada
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Wang M, Zhou Y, Tan X, Gao J, Liu S. Nickel hollow fiber membranes for hydrogen separation from reformate gases and water gas shift reactions operated at high temperatures. J Memb Sci 2019. [DOI: 10.1016/j.memsci.2019.01.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Zhuang S, Han N, Wang T, Meng X, Meng B, Li Y, Sunarso J, Liu S. Enhanced CO selectivity for reverse water‐gas shift reaction using Ti
4
O
7
‐doped SrCe
0.9
Y
0.1
O
3‐δ
hollow fibre membrane reactor. CAN J CHEM ENG 2019. [DOI: 10.1002/cjce.23384] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Shujuan Zhuang
- Laboratory for Microstructures and School of Materials Science and EngineeringShanghai UniversityShanghai200072China
- School of Chemistry and Chemical EngineeringShandong University of TechnologyZibo255049China
| | - Ning Han
- Department of Chemical EngineeringCurtin UniversityPerthWA6102Australia
| | - Tongtong Wang
- School of Chemistry and Chemical EngineeringShandong University of TechnologyZibo255049China
| | - Xiuxia Meng
- School of Chemistry and Chemical EngineeringShandong University of TechnologyZibo255049China
| | - Bo Meng
- School of Chemistry and Chemical EngineeringShandong University of TechnologyZibo255049China
| | - Ying Li
- Laboratory for Microstructures and School of Materials Science and EngineeringShanghai UniversityShanghai200072China
| | - Jaka Sunarso
- Research Centre for Sustainable TechnologiesFaculty of Engineering, Computing and ScienceSwinburne University of TechnologyJalan Simpang Tiga93350KuchingSarawakMalaysia
| | - Shaomin Liu
- Department of Chemical EngineeringCurtin UniversityPerthWA6102Australia
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Wang M, Tan X, Wang X, Meng B, Liu S. Asymmetric nickel hollow fibres as the catalytic membrane reactor for CO2 hydrogenation into syngas. Chem Commun (Camb) 2019; 55:4226-4229. [DOI: 10.1039/c9cc00082h] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Herein, we report the development of highly asymmetric Ni hollow fibres with a dense skin layer integrated on a porous substrate by a single-step spinning and sintering technique.
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Affiliation(s)
- Mingming Wang
- Department of Chemical Engineering
- Tianjin Polytechnic University
- Tianjin 300387
- China
| | - Xiaoyao Tan
- Department of Chemical Engineering
- Tianjin Polytechnic University
- Tianjin 300387
- China
| | - Xiaobin Wang
- School of Chemistry and Chemical Engineering
- Shandong University of Technology
- Zibo 255000
- China
| | - Bo Meng
- School of Chemistry and Chemical Engineering
- Shandong University of Technology
- Zibo 255000
- China
| | - Shaomin Liu
- Department of Chemical Engineering
- Curtin University
- Perth
- Australia
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Wu X, Shi S, Zhang S, Arcilesi D, Christensen R, Sabharwall P, Sun X. Mass transport analysis for tritium removal in FHRs. ANN NUCL ENERGY 2018. [DOI: 10.1016/j.anucene.2018.07.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Li Y, Zhang M, Chu Y, Tan X, Gao J, Wang S, Liu S. Design of metallic nickel hollow fiber membrane modules for pure hydrogen separation. AIChE J 2018. [DOI: 10.1002/aic.16332] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Yuan Li
- State Key Laboratory of Separation Membranes and Membrane Processes, National Center for International Joint Research on Separation Membranes, Dept. of Chemical Engineering; Tianjin Polytechnic University; Tianjin 300387 China
| | - Mingzhi Zhang
- State Key Laboratory of Separation Membranes and Membrane Processes, National Center for International Joint Research on Separation Membranes, Dept. of Chemical Engineering; Tianjin Polytechnic University; Tianjin 300387 China
| | - Yuanyuan Chu
- State Key Laboratory of Separation Membranes and Membrane Processes, National Center for International Joint Research on Separation Membranes, Dept. of Chemical Engineering; Tianjin Polytechnic University; Tianjin 300387 China
| | - Xiaoyao Tan
- State Key Laboratory of Separation Membranes and Membrane Processes, National Center for International Joint Research on Separation Membranes, Dept. of Chemical Engineering; Tianjin Polytechnic University; Tianjin 300387 China
| | - Jun Gao
- College of Chemical and Environmental Engineering; Shandong University of Science and Technology; Qingdao 266590 China
| | - Shaobin Wang
- Dept. of Chemical Engineering; Curtin University; Perth WA 6102 Australia
| | - Shaomin Liu
- Dept. of Chemical Engineering; Curtin University; Perth WA 6102 Australia
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Cardoso SP, Azenha IS, Lin Z, Portugal I, Rodrigues AE, Silva CM. Inorganic Membranes for Hydrogen Separation. SEPARATION AND PURIFICATION REVIEWS 2017. [DOI: 10.1080/15422119.2017.1383917] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Simão P Cardoso
- CICECO––Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Ivo S Azenha
- CICECO––Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Zhi Lin
- CICECO––Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Inês Portugal
- CICECO––Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Alírio E Rodrigues
- Associate Laboratory LSRE––Laboratory of Separation and Reaction Engineering, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal
| | - Carlos M Silva
- CICECO––Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro, Portugal
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Kamakshi, Kumar R, Saraswat VK, Kumar M, Awasthi K. Functionalized and engineered nanochannels for gas separation. PURE APPL CHEM 2017. [DOI: 10.1515/pac-2017-0712] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
In this work, we present the hydrogen selective gas separation properties of the track-etched poly (ethylene terephthalate) (PET) membranes, which were functionalized with a carboxylic group. Also, Palladium (Pd) nanoparticles of average diameter 5 nm were deposited for a various time on pore walls as well as on the surface of carboxylated membranes. Effect of Pd nanoparticles binding with the increase of deposition time on gas separation and selectivity was studied. For the study of surface morphology of these composite membranes and the confirmation of Pd nanoparticles binding on the surface as well as on pore walls is characterized by scanning electron microscopy (SEM). The gas permeability of carboxylated membrane with increasing Pd deposition timing for hydrogen (H2), carbon dioxide (CO2) and nitrogen (N2) was examined. From the gas permeability data of H2, CO2 and N2 gasses, it was observed that these membranes have higher permeability for H2 as compared with CO2 and N2. Selectivity of H2/CO2 and H2/N2 improves with the increased Pd nanoparticles deposition time. These membranes have effective application in the field of hydrogen based fuel cell.
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Affiliation(s)
- Kamakshi
- Department of Physics , Banasthali University , Banasthali, Rajasthan 304022 , India
| | - Rajesh Kumar
- Department of Physics , Malaviya National Institute of Technology , Jaipur, Rajasthan 302017 , India
| | - Vibhav K. Saraswat
- Department of Physics , Banasthali University , Banasthali, Rajasthan 304022 , India
- Department of Physics , ACC, Indian Military Academy , Dehradun, Uttarakhand 248007 , India
| | - Manoj Kumar
- Department of Physics , Malaviya National Institute of Technology , Jaipur, Rajasthan 302017 , India
| | - Kamlendra Awasthi
- Department of Physics , Malaviya National Institute of Technology , Jaipur, Rajasthan 302017 , India
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Xu C, Wang C, He X, Lyu M, Wang S, Wang L. Processable graphene oxide-embedded titanate nanofiber membranes with improved filtration performance. JOURNAL OF HAZARDOUS MATERIALS 2017; 325:214-222. [PMID: 27940110 DOI: 10.1016/j.jhazmat.2016.11.077] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Revised: 11/01/2016] [Accepted: 11/29/2016] [Indexed: 06/06/2023]
Abstract
Graphene oxide (GO)-embedded titanate nanofiber (TNF) membranes with improved filtration performance are prepared successfully by a two-step method including electrostatic assembly of GO and TNFs into hybrids and subsequent processing of them into membranes by vacuum filtration. The embedded contents of GO sheets in films and thickness of as-assembled films can be adjusted facilely, endowing such composite films with good processability. Owing to the skilful introduction of GO sheets, the pore and/or channel structures in these hybrid membranes are modified. By treating different dye solutions (Direct Yellow and Direct Red), the filtration properties of these membranes show that the introduction of certain amount of GO sheets efficiently improve the separation performance of the membranes. Interestingly, these GO-embedded TNF membranes also display superior selective separation performance on filtrating the mixture solutions of such two dyes, making these hierarchical membranes more flexible and versatile in water treatment areas.
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Affiliation(s)
- Chao Xu
- Research Institute of Photocatalysis, State Key Laboratory of Photocatalysis on Energy and Environment, Fuzhou University, Fuzhou 350002, PR China; School of Chemical Engineering and Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia.
| | - Chen Wang
- Research Institute of Photocatalysis, State Key Laboratory of Photocatalysis on Energy and Environment, Fuzhou University, Fuzhou 350002, PR China
| | - Xiaoping He
- Research Institute of Photocatalysis, State Key Laboratory of Photocatalysis on Energy and Environment, Fuzhou University, Fuzhou 350002, PR China
| | - Miaoqiang Lyu
- School of Chemical Engineering and Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Songcan Wang
- School of Chemical Engineering and Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Lianzhou Wang
- School of Chemical Engineering and Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia.
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Wang M, Song J, Li Y, Tan X, Chu Y, Liu S. Hydrogen separation at elevated temperatures using metallic nickel hollow fiber membranes. AIChE J 2017. [DOI: 10.1002/aic.15652] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Mingming Wang
- State Key Laboratory of Separation Membranes and Membrane Processes, Dept. of Chemical EngineeringTianjin Polytechnic UniversityTianjin300387 China
| | - Jian Song
- State Key Laboratory of Separation Membranes and Membrane Processes, Dept. of Chemical EngineeringTianjin Polytechnic UniversityTianjin300387 China
| | - Yuan Li
- State Key Laboratory of Separation Membranes and Membrane Processes, Dept. of Chemical EngineeringTianjin Polytechnic UniversityTianjin300387 China
| | - Xiaoyao Tan
- State Key Laboratory of Separation Membranes and Membrane Processes, Dept. of Chemical EngineeringTianjin Polytechnic UniversityTianjin300387 China
- Tianjin Key Laboratory of Advanced Fibers and Energy StorageTianjin Polytechnic UniversityTianjin300387 China
| | - Yuanyuan Chu
- Tianjin Key Laboratory of Advanced Fibers and Energy StorageTianjin Polytechnic UniversityTianjin300387 China
| | - Shaomin Liu
- Dept. of Chemical EngineeringCurtin UniversityPerth WA6102 Australia
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