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Qi Y, Li D, Zhang S, Li F, Hua T. Electrochemical filtration for drinking water purification: A review on membrane materials, mechanisms and roles. J Environ Sci (China) 2024; 141:102-128. [PMID: 38408813 DOI: 10.1016/j.jes.2023.06.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 06/18/2023] [Accepted: 06/26/2023] [Indexed: 02/28/2024]
Abstract
Electrochemical filtration can not only enrich low concentrations of pollutants but also produce reactive oxygen species to interact with toxic pollutants with the assistance of a power supply, making it an effective strategy for drinking water purification. In addition, the application of electrochemical filtration facilitates the reduction of pretreatment procedures and the use of chemicals, which has outstanding potential for maximizing process simplicity and reducing operating costs, enabling the production of safe drinking water in smaller installations. In recent years, the research on electrochemical filtration has gradually increased, but there has been a lack of attention on its application in the removal of low concentrations of pollutants from low conductivity water. In this review, membrane substrates and electrocatalysts used to improve the performance of electrochemical membranes are briefly summarized. Meanwhile, the application prospects of emerging single-atom catalysts in electrochemical filtration are also presented. Thereafter, several electrochemical advanced oxidation processes coupled with membrane filtration are described, and the related working mechanisms and their advantages and shortcomings used in drinking water purification are illustrated. Finally, the roles of electrochemical filtration in drinking water purification are presented, and the main problems and future perspectives of electrochemical filtration in the removal of low concentration pollutants are discussed.
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Affiliation(s)
- Yuying Qi
- College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China; Key Laboratory of Pollution Process and Environmental Criteria, Ministry of Education, Tianjin 300350, China; Tianjin Engineering Center of Environmental Diagnosis and Contamination Remediation, Tianjin 300350, China
| | - Donghao Li
- College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China; Key Laboratory of Pollution Process and Environmental Criteria, Ministry of Education, Tianjin 300350, China; Tianjin Engineering Center of Environmental Diagnosis and Contamination Remediation, Tianjin 300350, China
| | - Shixuan Zhang
- College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China; Key Laboratory of Pollution Process and Environmental Criteria, Ministry of Education, Tianjin 300350, China; Tianjin Engineering Center of Environmental Diagnosis and Contamination Remediation, Tianjin 300350, China
| | - Fengxiang Li
- College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China; Key Laboratory of Pollution Process and Environmental Criteria, Ministry of Education, Tianjin 300350, China; Tianjin Engineering Center of Environmental Diagnosis and Contamination Remediation, Tianjin 300350, China.
| | - Tao Hua
- College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China; Key Laboratory of Pollution Process and Environmental Criteria, Ministry of Education, Tianjin 300350, China; Tianjin Engineering Center of Environmental Diagnosis and Contamination Remediation, Tianjin 300350, China.
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2
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Geleta TA, Maggay IV, Chang Y, Venault A. Recent Advances on the Fabrication of Antifouling Phase-Inversion Membranes by Physical Blending Modification Method. MEMBRANES 2023; 13:58. [PMID: 36676865 PMCID: PMC9864519 DOI: 10.3390/membranes13010058] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 05/31/2023]
Abstract
Membrane technology is an essential tool for water treatment and biomedical applications. Despite their extensive use in these fields, polymeric-based membranes still face several challenges, including instability, low mechanical strength, and propensity to fouling. The latter point has attracted the attention of numerous teams worldwide developing antifouling materials for membranes and interfaces. A convenient method to prepare antifouling membranes is via physical blending (or simply blending), which is a one-step method that consists of mixing the main matrix polymer and the antifouling material prior to casting and film formation by a phase inversion process. This review focuses on the recent development (past 10 years) of antifouling membranes via this method and uses different phase-inversion processes including liquid-induced phase separation, vapor induced phase separation, and thermally induced phase separation. Antifouling materials used in these recent studies including polymers, metals, ceramics, and carbon-based and porous nanomaterials are also surveyed. Furthermore, the assessment of antifouling properties and performances are extensively summarized. Finally, we conclude this review with a list of technical and scientific challenges that still need to be overcome to improve the functional properties and widen the range of applications of antifouling membranes prepared by blending modification.
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Affiliation(s)
| | | | - Yung Chang
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Chung-Li 32023, Taiwan
| | - Antoine Venault
- R&D Center for Membrane Technology, Department of Chemical Engineering, Chung Yuan Christian University, Chung-Li 32023, Taiwan
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3
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Gu YH, Yan X, Chen Y, Guo XJ, Lang WZ. Exquisite manipulation of two-dimensional laminar graphene oxide (GO) membranes via layer-by-layer self-assembly method with cationic dyes as cross-linkers. J Memb Sci 2022. [DOI: 10.1016/j.memsci.2022.120738] [Citation(s) in RCA: 0] [Impact Index Per Article: 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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Zheng S, Lu X, Wu C, Liu S, Liu J, Shu G, Li K. Study on the reconstruction of crystalline polymer porous membrane pore channels via confined-region swelling effect. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.121090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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5
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Jiang J, Wu D, Tian N, Wang M, Huang J, Li R, Wu M, Ni H, Ye P. Preparation of GO/GOH/MOFs ternary blend membrane and its application for enhanced dye wastewater purification. J SOLID STATE CHEM 2022. [DOI: 10.1016/j.jssc.2022.123028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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6
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Insight into mechanical, thermal, and chemical stability of polysulfone-based membranes for the separation of O2/N2. KOREAN J CHEM ENG 2022. [DOI: 10.1007/s11814-021-0929-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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7
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Mahdavi H, Amin Kerachian M, Abazari M. Synergistic effect of GO@SiO2 and GO@ZnO nano-hybrid particles with PVDF-g-PMMA copolymer in high-flux ultrafiltration membrane for oily wastewater treatment and antifouling properties. J IND ENG CHEM 2022. [DOI: 10.1016/j.jiec.2022.01.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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8
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Prasetya N, Himma NF, Sutrisna PD, Wenten IG. Recent advances in dual-filler mixed matrix membranes. REV CHEM ENG 2021. [DOI: 10.1515/revce-2021-0014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
Mixed matrix membranes (MMMs) have been widely developed as an attractive solution to overcome the drawbacks found in most polymer membranes, such as permeability-selectivity trade-off and low physicochemical stability. Numerous fillers based on inorganic, organic, and hybrid materials with various structures including porous or nonporous, and two-dimensional or three-dimensional, have been used. Demanded to further improve the characteristics and performances of the MMMs, the use of dual-filler instead of a single filler has then been proposed, from which multiple effects could be obtained. This article aims to review the recent development of MMMs with dual filler and discuss their performances in diverse potential applications. Challenges in this emerging field and outlook for future research are finally provided.
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Affiliation(s)
- Nicholaus Prasetya
- Research Centre for Nanoscience and Nanotechnology, Institut Teknologi Bandung , Jalan Ganesha 10 , Bandung 40132 , Indonesia
- Department of Chemical Engineering , Barrer Centre, Imperial College London , Exhibition Road , London SW7 2AZ , UK
| | - Nurul Faiqotul Himma
- Department of Chemical Engineering , Universitas Brawijaya , Jalan Mayjen Haryono 167 , Malang 65145 , Indonesia
| | - Putu Doddy Sutrisna
- Department of Chemical Engineering , Universitas Surabaya , Jalan Raya Kalirungkut (Tenggilis) , Surabaya 60293 , Indonesia
| | - I Gede Wenten
- Research Centre for Nanoscience and Nanotechnology, Institut Teknologi Bandung , Jalan Ganesha 10 , Bandung 40132 , Indonesia
- Department of Chemical Engineering , Institut Teknologi Bandung , Jalan Ganesha 10 , Bandung 40132 , Indonesia
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9
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Composite PVDF ultrafiltration membrane tailored by sandwich-like GO@UiO-66 nanoparticles for breaking the trade-off between permeability and selectivity. Sep Purif Technol 2021. [DOI: 10.1016/j.seppur.2021.119308] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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10
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Tang Y, Lin Y, Ma W, Wang X. A review on microporous polyvinylidene fluoride membranes fabricated via thermally induced phase separation for MF/UF application. J Memb Sci 2021. [DOI: 10.1016/j.memsci.2021.119759] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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11
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A Mini-Review of Enhancing Ultrafiltration Membranes (UF) for Wastewater Treatment: Performance and Stability. CHEMENGINEERING 2021. [DOI: 10.3390/chemengineering5030034] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The scarcity of freshwater resources in many regions of the world has contributed to the emergence of various technologies for treating and recovering wastewater for reuse in industry, agriculture, and households. Deep wastewater treatment from oils and petroleum products is one of the difficult tasks that must be solved. Among the known technologies, UF membranes have found wide industrial application with high efficiency in removing various pollutants from wastewater. It is shown that the search for and development of highly efficient, durable, and resistant to oil pollution UF membranes for the treatment of oily wastewater is an urgent research task. The key parameters to improve the performance of UF membranes are by enhancing wettability (hydrophilicity) and the antifouling behavior of membranes. In this review, we highlight the using of ultrafiltration (UF) membranes primarily to treat oily wastewater. Various methods of polymer alterations of the UF membrane were studied to improve hydrophilicity, the ability of antifouling the membrane, and oil rejection, including polymer blending, membrane surface modification, and the mixed membrane matrix. The influence of the type and composition of the hydrophilic additives of nanoparticles (e.g., Multiwall carbon nanotubes (MWCNT), graphene oxide (GO), zinc oxide (ZnO), and titanium dioxide (TiO2), etc.) was investigated. The review further provides an insight into the removal efficiency percent.
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12
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Saini B, Sinha MK. Synergetic effects of organic and inorganic additives on improvement in hydrophilicity and performance of
PVDF
antifouling ultrafiltration membrane for removal of natural organic material from water. J Appl Polym Sci 2021. [DOI: 10.1002/app.50568] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- Bharti Saini
- Department of Chemical Engineering, School of Technology Pandit Deendayal Petroleum University Gandhinagar Gujarat India
| | - Manish Kumar Sinha
- Department of Chemical Engineering, School of Technology Pandit Deendayal Petroleum University Gandhinagar Gujarat India
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13
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Ji D, Xiao C, An S, Chen K, Gao Y, Zhou F, Zhang T. Completely green and sustainable preparation of PVDF hollow fiber membranes via melt-spinning and stretching method. JOURNAL OF HAZARDOUS MATERIALS 2020; 398:122823. [PMID: 32512436 DOI: 10.1016/j.jhazmat.2020.122823] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 04/15/2020] [Accepted: 04/24/2020] [Indexed: 06/11/2023]
Abstract
In this work, the poly(vinylidene fluoride) (PVDF) hollow fiber membranes with switchable pore size were fabricated by melt-spinning and stretching (MS-S) process based on a completely green and sustainable route. The membrane preparation process and pore formation mechanism were discussed and investigated in detail. Meanwhile, the effect of stretching ratio on the membrane structure and property was studied based on scanning electron microscopy (SEM), pore size distribution, N2 flux, pure water flux, mechanical property and so on. The prepared membranes with different stretching ratios exhibited excellent tensile strength in the range from 23.0 to 62.6 MPa. The mean pore size of the prepared membranes with stretching 100 % (M-100) was about 0.317 μm, which showed a high dye rejection (<93.9 %) for Direct Black 19. Specifically, there were not any organic solvent and low-molecular-weight diluent used during the preparation process. The recycled PEO and water were obtained after treating the wastewater by membrane filtration. In addition, the recycled PEO could be reused as pore forming agent, which could achieve completely green and sustainable membrane preparation process.
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Affiliation(s)
- Dawei Ji
- School of Textile Science and Engineering, and State Key Laboratory of Separation Membranes and Membrane Processes, Tiangong University, Tianjin 300387, China
| | - Changfa Xiao
- School of Textile Science and Engineering, and State Key Laboratory of Separation Membranes and Membrane Processes, Tiangong University, Tianjin 300387, China.
| | - Shulin An
- School of Material Science and Engineering, Tiangong University, Tianjin 300387, China
| | - Kaikai Chen
- School of Textile Science and Engineering, and State Key Laboratory of Separation Membranes and Membrane Processes, Tiangong University, Tianjin 300387, China
| | - Yifei Gao
- School of Material Science and Engineering, Tiangong University, Tianjin 300387, China
| | - Fang Zhou
- School of Material Science and Engineering, Tiangong University, Tianjin 300387, China
| | - Tai Zhang
- School of Textile Science and Engineering, and State Key Laboratory of Separation Membranes and Membrane Processes, Tiangong University, Tianjin 300387, China
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14
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Chen Q, Yang B, Ding M, Pan Y, Qian J, Zheng Z, Wu B, Miao J, Xia R, Tu Y, Shi Y. Enhanced physical, mechanical and protein adsorption properties of PVDF composite films prepared via thermally-induced phase separation (TIPS): Effect of SiO2@PDA nanoparticles. Eur Polym J 2020. [DOI: 10.1016/j.eurpolymj.2020.110039] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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15
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Liu LJ, Chen GE, Mao HF, Wang Y, Wan JJ. High performance polyvinylidene fluoride (PVDF) mixed matrix membrane (MMM) doped by various zeolite imidazolate frameworks. HIGH PERFORM POLYM 2020. [DOI: 10.1177/0954008320952525] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Zeolitic imidazolate framework (ZIF-8) in three particle sizes (40, 70 and 100 nm) was prepared through both solvothermal and hydrothermal methods and employed to decorate polyvinylidene fluoride (PVDF). The finger-like macro-voids, sponge-like poly-porous morphology and surface roughness of prepared membranes were characterized by SEM and AFM microscopy. The FTIR spectrum and XPS analysis bear out the chemical component. ZIF-8 has the characteristics of higher porosity and appropriate pore size, which is a condition for improving the permeability and pollution resistance of the modified membrane. Results indicated that different ZIF-8s have different enhancement effects on PVDF MMM. 100 nm ZIF-8 membrane possessed pure water flux (PWF) of 350 L m−2h−1, which was 10 times more than the bare membrane (30 L m−2h−1), and OVA flux recovery ration (FRR%) is 98%. 40 nm ZIF-8 membrane owned BSA FRR% of 98.4%. The 70 nm ZIF-8 showed the best mechanical properties. The dynamic contact angles of UP-Z70 ranged from 104.5° to 62.5° within 180 s. Furthermore, pore size distribution, molecular weight cut-off (MWCO) and porosity were also researched to evaluate the MMM. The dislodge of Reactive Black KN-B, Reactive Red 3BS and Reactive Brilliant Blue KN-R dyes by MMM were studied under different dye concentrations and transmembrane pressures. The membrane can provide selective separation methods for dyes and Reactive Brilliant Blue KN-R up to 99%. Overall, the permeability, hydrophilicy, anti-fouling performance and wastewater treatment of modified membranes were regulated by the ZIF-8 in a steerable blending reaction modification process.
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Affiliation(s)
- Lian-Jing Liu
- School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai, China
| | - Gui-E Chen
- School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai, China
| | - Hai-Fang Mao
- School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai, China
| | - Yang Wang
- School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai, China
| | - Jia-Jun Wan
- School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai, China
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16
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Kanagaraj P, Huang W, Liu C. Noncovalently Functionalized Sulfated Castor Oil-Graphene Oxide-Strengthened Polyetherimide Composite Membranes for Superior Separation of Organic Pollutants and Their Fouling Mitigation. ACS APPLIED MATERIALS & INTERFACES 2020; 12:37054-37066. [PMID: 32691583 DOI: 10.1021/acsami.0c07670] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
A novel sulfated castor oil (SCO)-graphene oxide (GO)-strengthened polyetherimide (PEI) membrane was prepared for the first time via phase inversion process for the efficient separation of multiple organic pollutants with superior long-term antifouling stability. X-ray diffraction, attenuated total reflectance-Fourier transfer infrared spectroscopy, X-ray photoelectron spectroscopy, scanning electron microscopy, and mechanical strength studies revealed that the SCO and GO were successfully incorporated into the PEI membrane with enhanced mechanical strength. The water flux of the PEI/SCO@GO membrane (410.6 L m-2 h-1) was about 50 times that of bare PEI (7.8 L m-2 h-1) and about 6 times that of PEI/SCO (64.5 L m-2 h-1) membranes. The surface hydrophilicity of the PEI/SCO@GO membrane was significantly increased in terms of the decrease of the water contact angle from 98.5° (bare PEI) to 40.4°. The PEI/SCO@GO membrane separation efficiency was found to be greater than 99.0%, particularly for both the oil-in-water emulsion and the humic acid solution, respectively. Because of the higher flux recovery ratio and the lower total fouling rate of the PEI/SCO@GO membrane, a comprehensive antifouling performance was observed during the long-term foulant filtration cycle analyses. Hence, the incorporation of both SCO and GO into the PEI matrix would render the highly hydrophobic PEI material as the suitable and desirable antifouling membrane toward the treatment of various organic foulants in wastewater.
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Affiliation(s)
- Palsamy Kanagaraj
- College of Chemistry and Environmental Engineering, Shenzhen University, Xili Campus, 1066 Xueyuan Boulevard, Nanshan District, Shenzhen 518071, People's Republic of China
| | - Wei Huang
- College of Chemistry and Environmental Engineering, Shenzhen University, Xili Campus, 1066 Xueyuan Boulevard, Nanshan District, Shenzhen 518071, People's Republic of China
| | - Changkun Liu
- College of Chemistry and Environmental Engineering, Shenzhen University, Xili Campus, 1066 Xueyuan Boulevard, Nanshan District, Shenzhen 518071, People's Republic of China
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17
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Alkindy MB, Naddeo V, Banat F, Hasan SW. Synthesis of polyethersulfone (PES)/GO-SiO 2 mixed matrix membranes for oily wastewater treatment. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2020; 81:1354-1364. [PMID: 32616688 DOI: 10.2166/wst.2019.347] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The treatment of oily wastewater continues to pose a challenge in industries worldwide. Membranes have been investigated recently for their use in oily wastewater treatment due to their efficiency and relatively facile operational process. Graphene oxide (GO) and silica (SiO2) nanoparticles have been found to improve membrane properties. In this study, a polyethersulfone (PES) based GO-SiO2 mixed matrix membrane (MMM) was fabricated, using the phase inversion technique, for the treatment of oil refinery wastewater. The PES/GO-SiO2 membrane exhibited the highest water flux (2,561 LMH) and a 38% increase in oil removal efficiency by comparison to a PES membrane. Compared to PES/GO and PES/SiO2 membranes, the PES/GO-SiO2 MMM also displayed the best overall properties in terms of tensile strength, water permeability, and hydrophilicity.
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Affiliation(s)
- Maryam B Alkindy
- Center for Membrane and Advanced Water Technology (CMAT), Department of Chemical Engineering, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, United Arab Emirates E-mail:
| | - Vincenzo Naddeo
- Sanitary Environmental Engineering Division (SEED), Department of Civil Engineering, University of Salerno, Via Giovanni Paolo II #132, 84084 Fisciano (SA), Italy
| | - Fawzi Banat
- Center for Membrane and Advanced Water Technology (CMAT), Department of Chemical Engineering, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, United Arab Emirates E-mail:
| | - Shadi W Hasan
- Center for Membrane and Advanced Water Technology (CMAT), Department of Chemical Engineering, Khalifa University of Science and Technology, P.O. Box 127788, Abu Dhabi, United Arab Emirates E-mail:
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18
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El-Samak AA, Ponnamma D, Hassan MK, Ammar A, Adham S, Al-Maadeed MAA, Karim A. Designing Flexible and Porous Fibrous Membranes for Oil Water Separation—A Review of Recent Developments. POLYM REV 2020. [DOI: 10.1080/15583724.2020.1714651] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Ali A. El-Samak
- Center for Advanced Materials, Qatar University, Doha, Qatar
| | | | | | - Ali Ammar
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas, USA
| | - Samer Adham
- ConocoPhillips Global Water Sustainability Center, Qatar Science and Technology Park, Doha, Qatar
| | | | - Alamgir Karim
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas, USA
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19
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Wu Y, Xia Y, Jing X, Cai P, Igalavithana AD, Tang C, Tsang DCW, Ok YS. Recent advances in mitigating membrane biofouling using carbon-based materials. JOURNAL OF HAZARDOUS MATERIALS 2020; 382:120976. [PMID: 31454608 DOI: 10.1016/j.jhazmat.2019.120976] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 06/07/2019] [Accepted: 08/06/2019] [Indexed: 05/26/2023]
Abstract
Biofouling is the Achilles Heel of membrane processes. The accumulation of organic foulants and growth of microorganisms on the membrane surface reduce the permeability, shorten the membrane life, and increase the energy consumption. Advancements in novel carbon-based materials (CBMs) present significant opportunities in mitigating biofouling of membrane processes. This article provides a comprehensive review of the recent progress in the application of CBMs in antibiofouling membrane. It starts with a detailed summary of the different antibiofouling mechanisms of CBM-containing membrane systems. Next, developments in membrane modification using CBMs, especially carbon nanotubes and graphene family materials, are critically reviewed. Further, the antibiofouling potential of next-generation carbon-based membranes is surveyed. Finally, the current problems and future opportunities of applying CBMs for antibiofouling membranes are discussed.
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Affiliation(s)
- Yichao Wu
- State Key Laboratory of Agricultural Microbiology, College of Resources and Environment, Huazhong Agricultural University, Wuhan, China
| | - Yinfeng Xia
- Korea Biochar Research Center, O-Jeong Eco-Resilience Institute (OJERI) & Division of Environmental Science and Ecological Engineering, Korea University, Seoul, 02841, Republic of Korea; College of Water Conservancy & Environmental Engineering, Zhejiang University of Water Resources & Electric Power, Hangzhou, China
| | - Xinxin Jing
- State Key Laboratory of Agricultural Microbiology, College of Resources and Environment, Huazhong Agricultural University, Wuhan, China
| | - Peng Cai
- State Key Laboratory of Agricultural Microbiology, College of Resources and Environment, Huazhong Agricultural University, Wuhan, China
| | - Avanthi Deshani Igalavithana
- Korea Biochar Research Center, O-Jeong Eco-Resilience Institute (OJERI) & Division of Environmental Science and Ecological Engineering, Korea University, Seoul, 02841, Republic of Korea
| | - Chuyang Tang
- Department of Civil Engineering, the University of Hong Kong, Pokfulam, Hong Kong, China; School of Chemical Engineering, University of New South Wales, Kensington, Sydney, NSW, 2033, Australia; School of Civil and Environmental Engineering, University of New South Wales, Kensington, Sydney, NSW, 2033, Australia
| | - Daniel C W Tsang
- Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.
| | - Yong Sik Ok
- Korea Biochar Research Center, O-Jeong Eco-Resilience Institute (OJERI) & Division of Environmental Science and Ecological Engineering, Korea University, Seoul, 02841, Republic of Korea.
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20
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Cheng P, Chen Y, Gu YH, Yan X, Lang WZ. Hybrid 2D WS2/GO nanofiltration membranes for finely molecular sieving. J Memb Sci 2019. [DOI: 10.1016/j.memsci.2019.117308] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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21
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22
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Liu S, Zhou Z, Zhou S, Cui J, Wang Q, Zhang Y, Lang J, Yan Y. Fabrication of acrylamide decorated superhydrophilic and underwater superoleophobic poly(vinylidene fluoride) membranes for oil/water emulsion separation. J Taiwan Inst Chem Eng 2019. [DOI: 10.1016/j.jtice.2018.07.015] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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23
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Yang Z, Sun Z, Cui D, Li P, Wang Z. TIPS behavior for IPP/nano-SiO2 blend membrane formation and its contribution to membrane morphology and performance. Chin J Chem Eng 2019. [DOI: 10.1016/j.cjche.2018.06.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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24
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Synthesis and characterization of surface-functionalized mesoporous graphene nanohybrid. APPLIED NANOSCIENCE 2019. [DOI: 10.1007/s13204-019-00963-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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25
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Cheng P, Chen Y, Yan X, Wang Y, Lang WZ. Highly Stable and Antibacterial Two-Dimensional Tungsten Disulfide Lamellar Membrane for Water Filtration. CHEMSUSCHEM 2019; 12:275-282. [PMID: 30430758 DOI: 10.1002/cssc.201802235] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 11/12/2018] [Indexed: 06/09/2023]
Abstract
Two-dimensional (2D) lamellar membranes consisting of restacked WS2 nanosheets have shown excellent separation properties for water filtration. The stability, antifouling properties, and antibacterial activities of the WS2 laminar membranes were investigated for practical application. We discovered that the separation properties of the WS2 laminar membranes changed slightly after soaking in water for 28 days as well as that of a 45 h-cross-flow filtration, demonstrating an extraordinary operational stability of the WS2 laminar membranes. The remarkable stability is related to the dominant van der Waals interactions between WS2 nanosheets. In addition, the WS2 laminar membranes exhibited excellent antibacterial properties against S. aureus and E. coli with antibacterial rates of 91.3 % and 89.7 %, respectively. These properties of the WS2 laminar membranes make them promising candidates for application in water filtration.
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Affiliation(s)
- Peng Cheng
- The Education Ministry Key Laboratory of Resource Chemistry and Shanghai Key Laboratory of Rare Earth Functional Materials, Department of Chemistry and Chemical Engineering, Shanghai Normal University, 100 Guilin Road, Shanghai, 200234, P.R. China
| | - Yan Chen
- The Education Ministry Key Laboratory of Resource Chemistry and Shanghai Key Laboratory of Rare Earth Functional Materials, Department of Chemistry and Chemical Engineering, Shanghai Normal University, 100 Guilin Road, Shanghai, 200234, P.R. China
| | - Xi Yan
- The Education Ministry Key Laboratory of Resource Chemistry and Shanghai Key Laboratory of Rare Earth Functional Materials, Department of Chemistry and Chemical Engineering, Shanghai Normal University, 100 Guilin Road, Shanghai, 200234, P.R. China
| | - Yanjie Wang
- School of Materials Science and Engineering, South China University of Technology, No. 381 Wushan Road, Guangzhou, 510640, P.R. China
| | - Wan-Zhong Lang
- The Education Ministry Key Laboratory of Resource Chemistry and Shanghai Key Laboratory of Rare Earth Functional Materials, Department of Chemistry and Chemical Engineering, Shanghai Normal University, 100 Guilin Road, Shanghai, 200234, P.R. China
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26
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Effects of GO and MOF@GO on the permeation and antifouling properties of cellulose acetate ultrafiltration membrane. J Memb Sci 2019. [DOI: 10.1016/j.memsci.2018.09.068] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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27
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Sun D, Yue D, Li B, Zheng Z, Meng X. Preparation and performance of the novel PVDF ultrafiltration membranes blending with PVA modified SiO2
hydrophilic nanoparticles. POLYM ENG SCI 2018. [DOI: 10.1002/pen.25002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- De Sun
- Department of Chemical Engineering; Changchun University of Technology; Changchun 130012 People's Republic of China
| | - Dongmin Yue
- Department of Chemical Engineering; Changchun University of Technology; Changchun 130012 People's Republic of China
| | - Bingbing Li
- Department of Chemical Engineering; Changchun University of Technology; Changchun 130012 People's Republic of China
| | - Zhaoshan Zheng
- Beijing Titan Instruments Co., Ltd.; Beijing 100015 People's Republic of China
| | - Xiangchun Meng
- Department of Chemical Engineering; Changchun University of Technology; Changchun 130012 People's Republic of China
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28
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Sun Z, Yang Z, Wang Z, Li C. The role of pre-evaporation in the preparation process of EVOH ultrafiltration membranes via TIPS. J Memb Sci 2018. [DOI: 10.1016/j.memsci.2018.06.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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29
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Zhang X, Shen L, Guan CY, Liu CX, Lang WZ, Wang Y. Construction of SiO2@MWNTs incorporated PVDF substrate for reducing internal concentration polarization in forward osmosis. J Memb Sci 2018. [DOI: 10.1016/j.memsci.2018.07.043] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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30
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Wang X, Wang T, Ma J, Liu H, Ning P. Synthesis and characterization of a new hydrophilic boehmite-PVB/PVDF blended membrane supported nano zero-valent iron for removal of Cr(VI). Sep Purif Technol 2018. [DOI: 10.1016/j.seppur.2018.05.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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31
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Yang C, Han N, Wang W, Zhang W, Han C, Cui Z, Zhang X. Fabrication of a PPS Microporous Membrane for Efficient Water-in-Oil Emulsion Separation. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2018; 34:10580-10590. [PMID: 30125115 DOI: 10.1021/acs.langmuir.8b02393] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Separation of emulsified water/oil mixtures is a worldwide concern. However, poor chemical and solvent resistance of general polymeric membranes limit these membranes for application in the separation process. In this study, a poly(phenylene sulfide) (PPS) porous membrane with a rough concave topographic feature was fabricated, which exhibited excellent superoleophilicity and under-oil superhydrophobicity. The membrane is capable of separating both surfactant-free and surfactant-stabilized emulsions with a high flux. All of the water contents of the treated oils were below 300 ppm. The excellent water resistance property and cycling performance support the PPS membrane displaying an excellent reusability. Additionally, this PPS membrane was also certified to be used in strong solvents for a long time. In conclusion, the successful application of the thermally induced phase separation (TIPS) method may provide a new approach to fabricate the PPS membrane and improve its properties, and the application of the PPS membrane to separate water-in-oil emulsions is promising in practical applications.
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Affiliation(s)
- Chao Yang
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
| | - Na Han
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
| | - Weijing Wang
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
| | - Wenxin Zhang
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
| | - Changye Han
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
| | - Zhenyu Cui
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
| | - Xingxiang Zhang
- State Key Laboratory of Separation Membranes and Membrane Processes; School of Materials Science and Engineering , Tianjin Polytechnic University , Tianjin 300387 , China
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32
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Wu X, Wu Y, Chen L, Yan L, Zhou S, Zhang Q, Li C, Yan Y, Li H. Bioinspired synthesis of pDA@GO-based molecularly imprinted nanocomposite membranes assembled with dendrites-like Ag microspheres for high-selective adsorption and separation of ibuprofen. J Memb Sci 2018. [DOI: 10.1016/j.memsci.2018.02.043] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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33
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Zhu Z, Wang L, Li Q. A bioactive poly (vinylidene fluoride)/graphene oxide@acylase nanohybrid membrane: Enhanced anti-biofouling based on quorum quenching. J Memb Sci 2018. [DOI: 10.1016/j.memsci.2017.10.041] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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34
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Kayvani Fard A, McKay G, Buekenhoudt A, Al Sulaiti H, Motmans F, Khraisheh M, Atieh M. Inorganic Membranes: Preparation and Application for Water Treatment and Desalination. MATERIALS (BASEL, SWITZERLAND) 2018; 11:E74. [PMID: 29304024 PMCID: PMC5793572 DOI: 10.3390/ma11010074] [Citation(s) in RCA: 84] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Revised: 08/03/2017] [Accepted: 08/03/2017] [Indexed: 11/26/2022]
Abstract
Inorganic membrane science and technology is an attractive field of membrane separation technology, which has been dominated by polymer membranes. Recently, the inorganic membrane has been undergoing rapid development and innovation. Inorganic membranes have the advantage of resisting harsh chemical cleaning, high temperature and wear resistance, high chemical stability, long lifetime, and autoclavable. All of these outstanding properties made inorganic membranes good candidates to be used for water treatment and desalination applications. This paper is a state of the art review on the synthesis, development, and application of different inorganic membranes for water and wastewater treatment. The inorganic membranes reviewed in this paper include liquid membranes, dynamic membranes, various ceramic membranes, carbon based membranes, silica membranes, and zeolite membranes. A brief description of the different synthesis routes for the development of inorganic membranes for application in water industry is given and each synthesis rout is critically reviewed and compared. Thereafter, the recent studies on different application of inorganic membrane and their properties for water treatment and desalination in literature are critically summarized. It was reported that inorganic membranes despite their high synthesis cost, showed very promising results with high flux, full salt rejection, and very low or no fouling.
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Affiliation(s)
- Ahmad Kayvani Fard
- Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
- College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
| | - Gordon McKay
- College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
| | - Anita Buekenhoudt
- Department of Separation and Conversion Technology, VITO (Flemish Institute of Technological Research), Boeretang 200, B-2400 Mol, Belgium.
| | - Huda Al Sulaiti
- Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
| | - Filip Motmans
- Department of Separation and Conversion Technology, VITO (Flemish Institute of Technological Research), Boeretang 200, B-2400 Mol, Belgium.
| | - Marwan Khraisheh
- Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
| | - Muataz Atieh
- Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
- College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha 5825, Qatar.
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35
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Study of the dual role mechanism of water-soluble additive in low temperature thermally-induced phase separation. J Memb Sci 2017. [DOI: 10.1016/j.memsci.2017.08.032] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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36
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Preparation and characteristics of graphene oxide-blending PVDF nanohybrid membranes and their applications for hazardous dye adsorption and rejection. J Colloid Interface Sci 2017; 504:429-439. [DOI: 10.1016/j.jcis.2017.05.068] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 05/18/2017] [Accepted: 05/20/2017] [Indexed: 12/11/2022]
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37
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Wang H, Wang ZM, Yan X, Chen J, Lang WZ, Guo YJ. Novel organic-inorganic hybrid polyvinylidene fluoride ultrafiltration membranes with antifouling and antibacterial properties by embedding N-halamine functionalized silica nanospheres. J IND ENG CHEM 2017. [DOI: 10.1016/j.jiec.2017.03.059] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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38
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Xu H, Ding M, Liu S, Li Y, Shen Z, Wang K. Preparation and characterization of novel polysulphone hybrid ultrafiltration membranes blended with N-doped GO/TiO 2 nanocomposites. POLYMER 2017. [DOI: 10.1016/j.polymer.2017.04.022] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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39
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Wang X, Li Z, Zhang M, Fan T, Cheng B. Preparation of a polyphenylene sulfide membrane from a ternary polymer/solvent/non-solvent system by thermally induced phase separation. RSC Adv 2017. [DOI: 10.1039/c6ra28762j] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Polyphenylene sulfide (PPS) membranes were prepared via a thermally induced phase separation (TIPS) method.
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Affiliation(s)
- Xiaotian Wang
- State Key Laboratory of Separation Membranes and Membrane Processes
- School of Materials Science and Engineering
- Tianjin Polytechnic University
- Tianjin
- China
| | - Zhenhuan Li
- State Key Laboratory of Separation Membranes and Membrane Processes
- School of Materials Science and Engineering
- Tianjin Polytechnic University
- Tianjin
- China
| | - Maliang Zhang
- State Key Laboratory of Separation Membranes and Membrane Processes
- School of Materials Science and Engineering
- Tianjin Polytechnic University
- Tianjin
- China
| | - Tingting Fan
- State Key Laboratory of Separation Membranes and Membrane Processes
- School of Materials Science and Engineering
- Tianjin Polytechnic University
- Tianjin
- China
| | - Bowen Cheng
- State Key Laboratory of Separation Membranes and Membrane Processes
- School of Materials Science and Engineering
- Tianjin Polytechnic University
- Tianjin
- China
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40
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Chen GE, Zhu WW, Xu SJ, Xu ZL, Shen Q, Sun WG, Wu Q, Zheng XP. A PVDF/PVB composite UF membrane improved by F-127-wrapped fullerene for protein waste-water separation. RSC Adv 2016. [DOI: 10.1039/c6ra15441g] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
F-127-wrapped fullerene was prepared successfully in a solvent before casting solution preparation, the composite membrane shows excellent hydrophilicity and capacity for protein waste-water separation.
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Affiliation(s)
- Gui-E Chen
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
| | - Wei-Wei Zhu
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
| | - Sun-Jie Xu
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
- State Key Laboratory of Chemical Engineering
| | - Zhen-Liang Xu
- State Key Laboratory of Chemical Engineering
- Membrane Science and Engineering R&D Lab
- Chemical Engineering Research Center
- East China University of Science and Technology
- Shanghai 200237
| | - Qian Shen
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
| | - Wei-Guang Sun
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
| | - Qiong Wu
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
| | - Xiao-Peng Zheng
- School of Chemical and Environmental Engineering
- Shanghai Institute of Technology
- Shanghai 201418
- China
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41
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Wang M, Tian J, Zhang H, Shi X, Chen Z, Wang Y, Ji A, Gao Y. Novel synthesis of pure VO2@SiO2 core@shell nanoparticles to improve the optical and anti-oxidant properties of a VO2 film. RSC Adv 2016. [DOI: 10.1039/c6ra20636k] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A novel moderately surfactant-free strategy for the synthesis of pure VO2@SiO2 core@shell nanoparticles to improve the optical and anti-oxidant properties of VO2 particles, which involves potential interface chemistry.
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Affiliation(s)
- Min Wang
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Jianjian Tian
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Heng Zhang
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Xiang Shi
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Zhang Chen
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Yu Wang
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Aiyan Ji
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
| | - Yanfeng Gao
- School of Materials Science and Engineering
- Shanghai University
- P. R. China
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