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Enhanced separation of tetrafluoropropanol from water via carbon nanotubes membranes: insights from molecular dynamics simulations |
Qing Li1, Xiaomeng Wang1, Ying Liu1, Zhun Ma1(), Qun Wang1, Dongmei Xu1(), Jun Gao1, Ruirui Wu2, Hui Sun3, Xueli Gao4() |
1. College of Chemical and Biological Engineering, Shandong University of Science and Technology, Qingdao 266590, China 2. SEPCOIII Electric Power Construction Co. Ltd., Qingdao 266100, China 3. State Key Laboratory of High-Efficiency Utilization of Coal and Green Chemical Engineering, Ningxia University, Yinchuan 750021, China 4. Key Laboratory of Marine Chemistry Theory and Technology (Ministry of Education), Ocean University of China, Qingdao 266100, China |
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Abstract ● MD simulations unveil the transport mechanism for TFP-water mixture through CNTs. ● The (7,7) CNTs provided a dramatic mass fraction (97.51%) of TFP. ● Fluorine modified CNTs favor water preferential transport compare to pristine CNTs. ● CNTs modified at entrance and interior prompt permselectivity for water molecules. Fluorinated alcohols exhibit promising prospects in chemical industry because of their special structure and many exciting properties, in which tetrafluoropropanol (TFP) is extensive applied in synthesis of pesticides, dyestuffs, variety of solvents and detergents. However, the presence of TFP in water garners increasing attention globally because of their intrinsic potential to threat ecosystems and human health. Carbon nanotubes (CNTs) membranes are burgeoning candidates for TFP-water separation owing to well-endowed extraordinary structural and transport properties. However, a grand challenge lies in the rational design of CNTs for improving separation performance. Herein, molecular dynamics (MD) simulations were performed to investigate the effects of various parameters on the separation of TFP-water mixtures including feed temperature, CNTs pore diameters, and fluorine functionalization position. It was found that TFP was pre-selected in CNTs ranging from 9.48 to 18.98 Å due to preferential adsorption and diffusion mechanism. Excellent separation factor of 16 was achieved by (7,7) CNTs and the mass fraction of TFP was purified from 75% to 97.51%. Fluorine modified CNTs separated TFP and water by preferentially permeating water due to hydrogen bonding interaction. Simulation results showed that CNTs modified at both the entrance and interior had better separation performance than CNT modified only at one of these positions. The 100wt% water content in permeate was achieved by (11,11) CNTs modified with fluorine at the entrance and interior. These findings provide valuable insights for designing potential candidates for fluorinated alcohol-water azeotropic mixtures membrane separation, and promise extensive application aspects for the reclamation of fluorinated alcohol.
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Keywords
Fluorinated alcohol
Carbon nanotube
Molecular simulation
Fluorine modified
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Corresponding Author(s):
Zhun Ma,Dongmei Xu,Xueli Gao
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Issue Date: 15 November 2023
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1 |
S Aydin, H Yesil, A E Tugtas. (2018). Recovery of mixed volatile fatty acids from anaerobically fermented organic wastes by vapor permeation membrane contactors. Bioresources and Bioprocessing, 250: 548–555
|
2 |
M I Baig, P G Ingole, J D Jeon, S U Hong, W K Choi, B Jang, H K Lee. (2019). Water vapor selective thin film nanocomposite membranes prepared by functionalized silicon nanoparticles. Desalination, 451(1): 59–71
https://doi.org/10.1016/j.desal.2017.06.005
|
3 |
F Banihashemi, J Y S Lin. (2022). B-oriented MFI zeolite membranes for xylene isomer separation: effect of xylene activity on separation performance. Journal of Membrane Science, 652(15): 120492
https://doi.org/10.1016/j.memsci.2022.120492
|
4 |
S Bano, A Mahmood, K H Lee. (2013). Vapor permeation separation of methanol–water mixtures: effect of experimental conditions. Industrial & Engineering Chemistry Research, 52(31): 10450–10459
https://doi.org/10.1021/ie302986y
|
5 |
R J Castellano, R F Praino, E R Meshot, C Chen, F Fornasiero, J W Shan. (2020). Scalable electric-field-assisted fabrication of vertically aligned carbon nanotube membranes with flow enhancement. Carbon, 157: 208–216
https://doi.org/10.1016/j.carbon.2019.10.012
|
6 |
E Darve, D Rodríguez-Gómez, A Pohorille. (2008). Adaptive biasing force method for scalar and vector free energy calculations. Journal of Chemical Physics, 128(14): 144120–144133
https://doi.org/10.1063/1.2829861
|
7 |
R Das, M E Ali, S B A Hamid, S Ramakrishna, Z Z Chowdhury. (2014). Carbon nanotube membranes for water purification: a bright future in water desalination. Desalination, 336: 97–109
https://doi.org/10.1016/j.desal.2013.12.026
|
8 |
B Delley. (1990). An all-electron numerical method for solving the local density functional for polyatomic molecules. Journal of Chemical Physics, 92(1): 508–517
https://doi.org/10.1063/1.458452
|
9 |
W Fan, S He, Z Wang, P Zhao, J Gao, D Xu, Y Wang. (2022). Comparative evaluation of liquid–liquid equilibria for extraction of 2,2,3,3-tetrafluoro-1-propanol from water by a ZIF-8-porous ionic liquid. Journal of Chemical Technology and Biotechnology, 97(4): 933–942
https://doi.org/10.1002/jctb.6979
|
10 |
J Gao, L Zhao, L Zhang, D Xu, Z Zhang. (2016). Isobaric vapor–liquid equilibrium for binary systems of 2,2,3,3-tetrafluoro-1-propanol+2,2,3,3,4,4,5,5-octafluoro-1-pentanol at 53.3, 66.7, 80.0 kPa. Journal of Chemical & Engineering Data, 61(9): 3371–3376
https://doi.org/10.1021/acs.jced.6b00429
|
11 |
K M Gupta, J Liu, J Jiang. (2019). A molecular simulation protocol for membrane pervaporation. Journal of Membrane Science, 572: 676–682
https://doi.org/10.1016/j.memsci.2018.11.052
|
12 |
O Gupta, S Roy, S Mitra. (2020). Low temperature recovery of acetone–butanol–ethanol (ABE) fermentation products via microwave induced membrane distillation on carbon nanotube immobilized membranes. Sustainable Energy & Fuels, 4(7): 3487–3499
https://doi.org/10.1039/D0SE00461H
|
13 |
J Hénin, G Fiorin, C Chipot, M L Klein. (2010). Exploring multidimensional free energy landscapes using time-dependent biases on collective variables. Journal of Chemical Theory and Computation, 6(1): 35–47
https://doi.org/10.1021/ct9004432
|
14 |
S Y Hu, Y Zhang, D Lawless, X Feng (2012). Composite membranes comprising of polyvinylamine-poly(vinyl alcohol) incorporated with carbon nanotubes for dehydration of ethylene glycol by pervaporation. Journal of Membrane Science, 417–418: 34–44
https://doi.org/10.1016/j.memsci.2012.06.010
|
15 |
K Huang, G Liu, Y Lou, Z Dong, J Shen, W Jin. (2014). A graphene oxide membrane with highly selective molecular separation of aqueous organic solution. Angewandte Chemie, 126(27): 7049–7052
https://doi.org/10.1002/ange.201401061
|
16 |
A Ibrahim, Y S Lin. (2016). Pervaporation separation of organic mixtures by MOF-5 membranes. Industrial & Engineering Chemistry Research, 55(31): 8652–8658
https://doi.org/10.1021/acs.iecr.6b01965
|
17 |
Ihsanullah. (2019). Carbon nanotube membranes for water purification: Developments, challenges, and prospects for the future. Separation and Purification Technology, 209: 307–337
https://doi.org/10.1016/j.seppur.2018.07.043
|
18 |
W Jia, S Murad. (2006). Molecular dynamics simulation of pervaporation in zeolite membranes. Molecular Physics, 104(19): 3033–3043
https://doi.org/10.1080/00268970600946793
|
19 |
W B Kong, Q Miao, P Y Qin, J Baeyens, T W Tan. (2017). Environmental and economic assessment of vegetable oil production using membrane separation and vapor recompression. Frontiers of Environmental Science & Engineering, 11(2): 166–176
|
20 |
Q Li, D Yang, J Shi, X Xu, S Yan, Q Liu. (2016). Biomimetic modification of large diameter carbon nanotubes and the desalination behavior of its reverse osmosis membrane. Desalination, 379: 164–171
https://doi.org/10.1016/j.desal.2015.11.008
|
21 |
Y Li, Y Li, Z Yang, W Xu, T Gui, X Wu, M Zhu, X Chen, H Kita. (2023). Rapid synthesis of high-selective Al-rich beta zeolite membrane via an organic template-free route for pervaporation dehydration of water-n-butanol mixtures. Separation and Purification Technology, 308: 122969
https://doi.org/10.1016/j.seppur.2022.122969
|
22 |
J P Liu, W Q Jin. (2021). Pervaporation membrane materials: recent trends and perspectives. Journal of Membrane Science, 636: 119557
https://doi.org/10.1016/j.memsci.2021.119557
|
23 |
Q Liu, H Zhu, G Liu, W Jin. (2022a). Efficient separation of (C1–C2) alcohol solutions by graphyne membranes: a molecular simulation study. Journal of Membrane Science, 644: 120139
https://doi.org/10.1016/j.memsci.2021.120139
|
24 |
S Liu, G Y Zhou, G B Cheng, X K Wang, G P Liu, W Q Jin. (2022b). Emerging membranes for separation of organic solvent mixtures by pervaporation or vapor permeation. Separation and Purification Technology, 299: 121729
https://doi.org/10.1016/j.seppur.2022.121729
|
25 |
C H Lo, W S Hung, S H Huang, M D Guzman, V Rouessac, K R Lee, J Y Lai. (2009). Plasma deposition of tetraethoxysilane on polycarbonate membrane for pervaporation of tetrafluoropropanol aqueous solution. Journal of Membrane Science, 329(1–2): 138–145
https://doi.org/10.1016/j.memsci.2008.12.029
|
26 |
W Ma, Z Jiang, T Lu, R Xiong, C Huang. (2022). Lightweight, elastic and superhydrophobic multifunctional nanofibrous aerogel for self-cleaning, oil/water separation and pressure sensing. Chemical Engineering Journal, 430(3): 132989
https://doi.org/10.1016/j.cej.2021.132989
|
27 |
A D MacKerell, D Bashford, M Bellott, R L Jr Dunbrack, J D Evanseck, M J Field, S Fischer, J Gao, H Guo, S Ha. et al.. (1998). All-atom empirical potential for molecular modeling and dynamics studies of proteins. Journal of Physical Chemistry B, 102(18): 3586–3616
https://doi.org/10.1021/jp973084f
|
28 |
M Majumder, N Chopra, R Andrews, B J Hinds. (2005). Enhanced flow in carbon nanotubes. Nature, 438(44): 930
https://doi.org/10.1038/438930b
|
29 |
S S Meshkat, E Ghasemy, A Rashidi, O Tavakoli, M Esrafili. (2021). Experimental and DFT insights into nitrogen and sulfur co-doped carbon nanotubes for effective desulfurization of liquid phases: equilibrium & kinetic study. Frontiers of Environmental Science & Engineering, 15(5): 109
https://doi.org/10.1007/s11783-021-1397-3
|
30 |
A Panahi, A Shomali, M H Sabour, E Ghafar-Zadeh. (2019). Molecular dynamics simulation of electric field driven water and heavy metals transport through fluorinated carbon nanotubes. Journal of Molecular Liquids, 278: 658–671
https://doi.org/10.1016/j.molliq.2019.01.084
|
31 |
S Panahian, A Raisi, A Aroujalian. (2015). Multilayer mixed matrix membranes containing modified-MWCNTs for dehydration of alcohol by pervaporation process. Desalination, 355: 45–55
https://doi.org/10.1016/j.desal.2014.10.027
|
32 |
Perdew. (1996). Generalized gradient approximation made simple. Physical Review Letters, 77(18): 3865–3868
https://doi.org/10.1103/PhysRevLett.77.3865
|
33 |
J C Phillips, R Braun, W Wang, J Gumbart, E Tajkhorshid, E Villa, C Chipot, R D Skeel, L Kale, K Schulten. (2005). Scalable molecular dynamics with NAMD. Journal of Computational Chemistry, 26(16): 1781–1802
https://doi.org/10.1002/jcc.20289
|
34 |
Z Raeisi, A Moheb, M N Arani, M Sadeghi. (2021). Non-covalently-functionalized CNTs incorporating poly(vinyl alcohol) mixed matrix membranes for pervaporation separation of water-isopropanol mixtures. Chemical Engineering Research & Design, 167: 157–168
https://doi.org/10.1016/j.cherd.2021.01.004
|
35 |
C Schepers, D Hofmann. (2006). Molecular simulation study on sorption and diffusion processes in polymeric pervaporation membrane materials. Molecular Simulation, 32(2): 73–83
https://doi.org/10.1080/08927020500474292
|
36 |
P Shi, Y Gao, J Wu, D Xu, J Gao, X Ma, Y Wang. (2017). Separation of azeotrope (2,2,3,3-tetrafluoro-1-propanol+water): isobaric vapour-liquid phase equilibrium measurements and azeotropic distillation. Journal of Chemical Thermodynamics, 115: 19–26
https://doi.org/10.1016/j.jct.2017.07.019
|
37 |
P Shi, D Xu, J Ding, J Wu, Y Ma, J Gao, Y Wang. (2018). Separation of azeotrope (2,2,3,3-tetrafluoro-1-propanol+water) via heterogeneous azeotropic distillation by energy-saving dividing-wall column: process design and control strategies. Chemical Engineering Research & Design, 135: 52–66
https://doi.org/10.1016/j.cherd.2018.05.025
|
38 |
J A Therattil, A K S, L A Pothan, H J Maria, N Kalarikal, S Thomas. (2021). Natural rubber/carbon nanotube/ionic liquid composite membranes: vapor permeation and gas permeability properties. Macromolecular Symposia, 398(1): 2000222
https://doi.org/10.1002/masy.202000222
|
39 |
C Tseng, Y L Liu. (2023). Poly(vinyl alcohol)/carbon nanotube (CNT) membranes for pervaporation dehydration: the effect of functionalization agents for CNT on pervaporation performance. Journal of Membrane Science, 668: 121185
https://doi.org/10.1016/j.memsci.2022.121185
|
40 |
L Vane, V Namboodiri, G Lin, M Abar, F Alvarez. (2016). Preparation of water-selective polybutadiene membranes and their use in drying alcohols by pervaporation and vapor permeation technologies. ACS Sustainable Chemistry & Engineering, 4(8): 4442–4450
https://doi.org/10.1021/acssuschemeng.6b01072
|
41 |
F Wei, B Diao, J Gao, D Xu, L Zhang, Y Ma, Y Wang. (2021a). Process design, evaluation and control for separation of 2,2,3,3-tetrafluoro-1-propanol and water by extractive distillation using ionic liquid 1-ethyl-3-methylimidazolium acetate. Journal of Chemical Technology and Biotechnology, 96(11): 3175–3184
https://doi.org/10.1002/jctb.6872
|
42 |
S Wei, L Du, S Chen, H T Yu, X Quan. (2021b). Electro-assisted CNTs/ceramic flat sheet ultrafiltration membrane for enhanced antifouling and separation performance. Frontiers of Environmental Science & Engineering, 15(1): 11
https://doi.org/10.1007/s11783-020-1303-4
|
43 |
Y Wu, L Ding, Z Lu, J Deng, Y Wei. (2019). Two-dimensional MXene membrane for ethanol dehydration. Journal of Membrane Science, 590: 117300
https://doi.org/10.1016/j.memsci.2019.117300
|
44 |
D Xu, L Zhang, J Gao, D Pratik, L Zhao, Z Cui. (2017). Liquid-liquid equilibrium for ternary systems of ethyl acetate/isopropyl acetate+2,2,3,3-tetrafluoro-1-propanol+water at 298.15, 318.15 K. Journal of Chemical Thermodynamics, 106: 218–227
https://doi.org/10.1016/j.jct.2016.12.006
|
45 |
D Xu, L Zhang, J Gao, Z S Zhang, Z F Cui. (2016). Measurement and correlation of liquideliquid equilibrium for the ternary system 2,2,3,3,4,4,5,5-octafluoro-1-pentanol+methanol+water at (298.15, 308.15, and 318.15 K). Fluid Phase Equilibria, 409: 377–382
https://doi.org/10.1016/j.fluid.2015.10.039
|
46 |
Q Xu, J Jiang. (2019). Effects of functionalization on the nanofiltration performance of PIM-1: molecular simulation investigation. Journal of Membrane Science, 591: 117357
https://doi.org/10.1016/j.memsci.2019.117357
|
47 |
Y Xu, Z Hu, Z Liu, H Zhu, Y Yan, J Xu, C Yang. (2021). Molecular simulations on tuning the interlayer spacing of graphene nanoslits for C4H6/C4H10 separation. ACS Applied Nano Materials, 4(2): 1994–2001
https://doi.org/10.1021/acsanm.0c03336
|
48 |
D Yang, C Cheng, M Bao, L Chen, Y Bao, C Xue. (2019). The pervaporative membrane with vertically aligned carbon nanotube nanochannel for enhancing butanol recovery. Journal of Membrane Science, 577: 51–59
https://doi.org/10.1016/j.memsci.2019.01.032
|
49 |
D Yang, Q Liu, H Li, C Gao. (2013). Molecular simulation of carbon nanotube membrane for Li+ and Mg2+ separation. Journal of Membrane Science, 444: 327–331
https://doi.org/10.1016/j.memsci.2013.05.019
|
50 |
D Yang, D Tian, C Xue, F Gao, Y Liu, H Li, Y Bao, J Liang, Z Zhao, J Qiu. (2018). Tuned fabrication of the aligned and opened CNT membrane with exceptionally high permeability and selectivity for bioalcohol recovery. Nano Letters, 18(10): 6150–6156
https://doi.org/10.1021/acs.nanolett.8b01831
|
51 |
G Yang, Z Xie, C M Doherty, M Cran, D Ng, S Gray. (2020). Understanding the transport enhancement of poly (vinyl alcohol) based hybrid membranes with dispersed nanochannels for pervaporation application. Journal of Membrane Science, 603(15): 118005
https://doi.org/10.1016/j.memsci.2020.118005
|
52 |
H W Yen, Z H Chen, I K Yang. (2012). Use of the composite membrane of poly(ether-block-amide) and carbon nanotubes (CNTs) in a pervaporation system incorporated with fermentation for butanol production by Clostridium acetobutylicum. Bioresource Technology, 109: 105–109
https://doi.org/10.1016/j.biortech.2012.01.017
|
53 |
L Z Zhang, D M Xu, J Gao, L W Zhao, Z S Zhang, C L Li. (2016a). Measurements and correlations of density, viscosity, and vapour-liquid equilibrium for fluoro alcohols. Journal of Chemical Thermodynamics, 102: 155–163
https://doi.org/10.1016/j.jct.2016.07.011
|
54 |
N Zhang, Y Song, X Ruan, X Yan, Z Liu, Z Shen, X Wu, G He. (2016b). Structural characteristics of hydrated protons in the conductive channels: effects of confinement and fluorination studied by molecular dynamics simulation. Physical Chemistry Chemical Physics, 18(35): 24198–24209
https://doi.org/10.1039/C6CP03012B
|
55 |
W Zhang, Z Xu, X Yang. (2019). Molecular simulation of penetration separation for ethanol/water mixtures using two-dimensional nanoweb graphynes. Chinese Journal of Chemical Engineering, 27(2): 286–292
https://doi.org/10.1016/j.cjche.2018.02.028
|
56 |
L Zhao, Z Wang, H Yang, D Xu, L Zhang, J Gao, Y Wang. (2020). Separation of azeotrope 2,2,3,3-tetrafluoro-1-propanol and water: liquid-liquid equilibrium measurements and interaction exploration. Journal of Chemical Thermodynamics, 142: 106011
https://doi.org/10.1016/j.jct.2019.106011
|
57 |
F Zhu, E Tajkhorshid, K Schulten. (2002). Pressure-induced water transport in membrane channels studied by molecular dynamics. Biophysical Journal, 83(1): 154–160
https://doi.org/10.1016/S0006-3495(02)75157-6
|
58 |
F Zhu, E Tajkhorshid, K Schulten. (2004). Theory and simulation of water permeation in aquaporin-1. Biophysical Journal, 86(1): 50–57
https://doi.org/10.1016/S0006-3495(04)74082-5
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