Statistically-assisted Optimization of PVDF-MWCNT-Triclosan Hybrid Membrane for High Flux, Salt Rejection, and Contact Angle
DOI:
https://doi.org/10.11113/jamst.v30n2.353Keywords:
Multiwalled carbon nanotubes; triclosan; PVDF; statistically-optimized; membrane distillation; desalinationAbstract
Membrane distillation offers a promising solution for water desalination, yet its broader application is severely hindered by biofouling and membrane wetting. To address these limitations, this study developed a novel polyvinylidene fluoride (PVDF) membrane enhanced with multi-walled carbon nanotubes (MWCNTs) and silica nanoparticles (SiO₂), cross-linked with epichlorohydrin (ECH), and coated with the antimicrobial agent triclosan (TCS), aimed at improving hydrophobicity and anti-biofouling properties. The membrane was fabricated via phase inversion and optimized using Response Surface Methodology with a Box-Behnken design across 17 experimental runs. Qualitatively, ATR-FTIR spectroscopy confirmed the successful incorporation of MWCNT (C=O ester at 1733.04 cm⁻¹), TCS (aromatic C=C at 1639.70 and 1452.91 cm⁻¹), and SiO₂ (Si–O–Si at 1070.80 cm⁻¹), while SEM revealed a porous cross-section with pore sizes reduced from ~450 nm to ~200 nm after TCS coating. Quantitatively, the optimal membrane (2 wt.% ECH, 1 wt.% TCS, 2 wt.% SiO₂) achieved a contact angle of 92.98°, a water flux of 11.05 kg·m⁻²·h⁻¹, and a salt rejection of 75.36%, with total porosity reaching 82.40%. The findings demonstrate that TCS functionalization successfully enhances hydrophobicity and flux, though salt rejection remains below industrial benchmarks. Further optimization of TCS dispersion and membrane formulation is necessary to achieve superhydrophobic performance (>150° contact angle) and >99% salt rejection for practical desalination applications.
References
[1] Salehi, M. (2022). Global water shortage and potable water safety; Today's concern and tomorrow's crisis. Environment International, 158, 106936. https://doi.org/10.1016/j.envint.2021.106936
[2] World Health Organization. (2019). Progress on household drinking water, sanitation and hygiene 2000-2017: Special focus on inequalities. World Health Organization.
[3] Camacho, L. M., Dumée, L., Zhang, J., Li, J. D., Duke, M., Gomez, J. and Gray, S. (2013). Advances in membrane distillation for water desalination and purification applications. Water, 5(1), 94-196. https://doi.org/10.3390/w5010094
[4] Deshmukh, A., Boo, C., Karanikola, V., Lin, S., Straub, A.P., Tong, T., Warsinger, D. M. and Elimelech, M. (2018). Membrane distillation at the water-energy nexus: Limits, opportunities, and challenges. Energy & Environmental Science, 11(5), 1177-1196. https://doi.org/10.1039/C8EE00291F
[5] Ashoor, B., Mansour, S., Giwa, A., Dufour, V. and Hasan, S. (2016). Principles and applications of direct contact membrane distillation (DCMD): A comprehensive review. Desalination, 398, 222-246. https://doi.org/10.1016/j.desal.2016.07.043
[6] Yao, M., Tijing, L. D., Naidu, G., Kim, S.H., Matsuyama, H., Fane, A. G. and Shon, H. K. (2020). A review of membrane wettability for the treatment of saline water deploying membrane distillation. Desalination, 479, 114312. https://doi.org/10.1016/j.desal.2020.114312
[7] Samadi, A., Ni, T., Fontananova, E., Tang, G., Shon, H. and Zhao, S. (2023). Engineering antiwetting hydrophobic surfaces for membrane distillation: A review. Desalination, 563, 116722. https://doi.org/10.1016/j.desal.2023.116722
[8] Chang, H., Liu, B., Zhang, Z., Pawar, R., Yan, Z., Crittenden, J. C. and Vidic, R. D. (2020). A critical review of membrane wettability in membrane distillation from the perspective of interfacial interactions. Environmental Science & Technology, 55(3), 1395-1418. https://doi.org/10.1021/acs.est.0c05454
[9] Goh, S., Zhang, J., Liu, Y. and Fane, A.G. (2013). Fouling and wetting in membrane distillation (MD) and MD-bioreactor (MDBR) for wastewater reclamation. Desalination, 323, 39-47. https://doi.org/10.1016/j.desal.2012.12.001
[10] AlSawaftah, N., Abuwatfa, W., Darwish, N. and Husseini, G. (2021). A comprehensive review on membrane fouling: Mathematical modelling, prediction, diagnosis, and mitigation. Water, 13(9), 1327. https://doi.org/10.3390/w13091327
[11] Zahid, M., Khalid, T., Rehan, Z.A., Javed, T., Akram, S., Rashid, A., Mustafa, S.K., Shabbir, R., Mora-Poblete, F., Asad, M.S., Liaquat, R., Hassan, M.M., Amin, M.A. and Shakoor, H.A. (2021). Fabrication and characterization of sulfonated graphene oxide (SGO) doped PVDF nanocomposite membranes with improved anti-biofouling performance. Membranes, 11(10), 749. https://doi.org/10.3390/membranes11100749
[12] Hang, M., Liao, B.Q., Zhou, X., He, Y., Hong, H., Lin, H. and Chen, J. (2015). Effects of hydrophilicity/hydrophobicity of membrane on membrane fouling in a submerged membrane bioreactor. Bioresource Technology, 175, 59-67. https://doi.org/10.1016/j.biortech.2014.10.058
[13] Zhang, J., Song, Z., Li, B., Wang, Q. and Wang, S. (2013). Fabrication and characterization of superhydrophobic poly (vinylidene fluoride) membrane for direct contact membrane distillation. Desalination, 324, 1-9. https://doi.org/10.1016/j.desal.2013.05.018
[14] Nthunya, L. N., Gutierrez, L., Derese, S., Nxumalo, E. N., Verliefde, A. R., Mamba, B. B. and Mhlanga, S. D. (2019). A review of nanoparticle-enhanced membrane distillation membranes: Membrane synthesis and applications in water treatment. Journal of Chemical Technology & Biotechnology, 94(9), 2757-2771. https://doi.org/10.1002/jctb.5977
[15] Wu, X., Zhao, B., Wang, L., Zhang, Z., Li, J., He, X., Zhang, H., Zhao, X. and Wang, H. (2018). Superhydrophobic PVDF membrane induced by hydrophobic SiO2 nanoparticles and its use for CO2 absorption. Separation and Purification Technology, 190, 108-116. https://doi.org/10.1016/j.seppur.2017.07.076
[16] Tijing, L. D., Woo, Y. C., Shim, W. G., He, T., Choi, J.S., Kim, S. H. and Shon, H. K. (2016). Superhydrophobic nanofiber membrane containing carbon nanotubes for high-performance direct contact membrane distillation. Journal of Membrane Science, 502, 158-170. https://doi.org/10.1016/j.memsci.2015.12.014
[17] Jamed, M. J., Alhathal Alanezi, A. and Alsalhy, Q. F. (2019). Effects of embedding functionalized multi-walled carbon nanotubes and alumina on the direct contact poly (vinylidene fluoride-co-hexafluoropropylene) membrane distillation performance. Chemical Engineering Communications, 206(8), 1035-1057. https://doi.org/10.1080/00986445.2018.1542302
[18] Silva, T. L. S., Morales-Torres, S., Figueiredo, J. L. and Silva, A. M. T. (2015). Multi-walled carbon nanotube/PVDF blended membranes with sponge- and finger-like pores for direct contact membrane distillation. Desalination, 357, 233-245. https://doi.org/10.1016/j.desal.2014.11.025
[19] Zhou, R., Rana, D., Matsuura, T. and Lan, C.Q. (2019). Effects of multi-walled carbon nanotubes (MWCNTs) and integrated MWCNTs/SiO2 nano-additives on PVDF polymeric membranes for vacuum membrane distillation. Separation and Purification Technology, 217, 154-163. https://doi.org/10.1016/j.seppur.2019.02.013
[20] Feng, X., Guo, W., Zheng, H., Yang, S., Du, J., Wu, Q., Luo, H., Zhou, X., Jin, W. and Ren, N. (2020). Inhibition of biofouling in membrane bioreactor by metabolic uncoupler based on controlling microorganisms accumulation and quorum sensing signals secretion. Chemosphere, 245, 125363. https://doi.org/10.1016/j.chemosphere.2019.125363
[21] Shrestha, P., Ni, J. and Wong, T.Y. (2020). Synergistic and antagonistic interactions of triclosan with various antibiotics in bacteria. Journal of Environmental Science and Health, Part C, 38(3), 187-203. https://doi.org/10.1080/26896583.2020.1781494
[22] Tang, Z. W., Ma, C. Y., Wu, H. X., Tan, L., Xiao, J. Y., Zhuo, R. X. and Liu, C. J. (2016). Antiadhesive zwitterionic poly-(sulphobetaine methacrylate) brush coating functionalized with triclosan for high-efficiency antibacterial performance. Progress in Organic Coatings, 97, 277-287. https://doi.org/10.1016/j.porgcoat.2016.04.038
[23] Park, S. H., Hwang, S. O., Kim, T. S., Cho, A., Kwon, S. J., Kim, K. T., Park, H. D. and Lee, J. H. (2018). Triclosan-immobilized polyamide thin film composite membranes with enhanced biofouling resistance. Applied Surface Science, 443, 458-466. https://doi.org/10.1016/j.apsusc.2018.03.003
[24] Yusmaidi, N., Abdul Wahab, R., W. J. Lau, Mohammed Al-Fakih, A. and Wayan Adnyana, B. (2026). Improved simultaneous antibacterial and filtration by novel Triclosan-functionalized multi-walled carbon nanotubes/polyvinylidene fluoride ultrafiltration membrane. Journal of Industrial and Engineering Chemistry.
[25] Boubakri, A., Bouguecha, S. A. T. and Hafiane, A. (2021). Box–Behnken design assisted by theoretical mass and heat transfer using for multi-responses optimization of membrane distillation process. Chemical Papers, 75(11), 6009-6024. https://doi.org/10.1007/s11696-021-01778-6
[26] Ferreira, S. C., Bruns, R., Ferreira, H. S., Matos, G. D., David, J., Brandão, G., da Silva, E. P., Portugal, L., Dos Reis, P. and Souza, A. (2007). Box-Behnken design: An alternative for the optimization of analytical methods. Analytica Chimica Acta, 597(2), 179-186. https://doi.org/10.1016/j.aca.2007.07.011
[27] Gontarek-Castro, E., Castro-Muñoz, R., & Lieder, M. (2022). New insights of nanomaterials usage toward superhydrophobic membranes for water desalination via membrane distillation: A review. Critical Reviews in Environmental Science and Technology, 52(12), 2104-2149.
[28] Silva, T. L. S., Morales-Torres, S., Figueiredo, J. L., & Silva, A. M. T. (2015). Multi-walled carbon nanotube/PVDF blended membranes with sponge- and finger-like pores for direct contact membrane distillation. Desalination, 357, 233-245.
[29] Sun, W., Shen, F., Wang, Z., Zhang, Y., & Wan, Y. (2018). An ultrathin, porous and in-air hydrophilic/underwater oleophobic coating simultaneously increasing the flux and antifouling property of membrane for membrane distillation. Desalination, 445, 40-50.
[30] Ferreira, S. C., Bruns, R., Ferreira, H. S., Matos, G. D., David, J., Brandão, G., et al. (2007). Box-Behnken design: An alternative for the optimization of analytical methods. Analytica Chimica Acta, 597(2), 179-186.
[31] Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). John Wiley & Sons.
[32] Boubakri, A., Bouguecha, S. A. T., & Hafiane, A. (2021). Box–Behnken design assisted by theoretical mass and heat transfer using for multi-responses optimization of membrane distillation process. Chemical Papers, 75(11), 6009-6024.
[33] Eykens, L., De Sitter, K., Dotremont, C., Pinoy, L., & Van der Bruggen, B. (2016). Characterization and performance evaluation of commercially available hydrophobic membranes for direct contact membrane distillation. Desalination, 392, 63-73.
[34] Kong, S., Lim, M.-y., Shin, H., Baik, J.-H., & Lee, J.-C. (2020). High-flux and antifouling polyethersulfone nanocomposite membranes incorporated with zwitterion-functionalized graphene oxide for ultrafiltration applications. Journal of Industrial and Engineering Chemistry, 84, 131-140.
[35] AbdulKadir, W. A. F. W., Ahmad, A. L., Seng, O. B., & Lah, N. F. C. (2020). Biomimetic hydrophobic membrane: A review of anti-wetting properties as a potential factor in membrane development for membrane distillation (MD). Journal of Industrial and Engineering Chemistry, 91, 15-36.
[36] Alizadeh, A., Razmjou, A., Ghaedi, M., & Jannesar, R. (2019). Nanoporous solid-state membranes modified with multi-wall carbon nanotubes with anti-biofouling property. International Journal of Nanomedicine, 14, 1669-1685.
[37] Boubakri, A., Bouguecha, S.A.T., & Hafiane, A. (2021). Box–Behnken design assisted by theoretical mass and heat transfer using for multi-responses optimization of membrane distillation process. Chemical Papers, 75(11), 6009-6024.
[38] Cassie, A. B. D., & Baxter, S. (1944). Wettability of porous surfaces. Transactions of the Faraday Society, 40, 546-551.
[39] Chang, H., Liu, B., Zhang, Z., Pawar, R., Yan, Z., Crittenden, J.C., & Vidic, R. D. (2020). A critical review of membrane wettability in membrane distillation from the perspective of interfacial interactions. Environmental Science & Technology, 55(3), 1395-1418.
[40] Chen, L., Xu, P., & Wang, H. (2020). Interplay of the factors affecting water flux and salt rejection in membrane distillation: A state-of-the-art critical review. Water, 12(10), 2841.
[41] Devi, S., Ray, P., Singh, K., & Singh, P. S. (2014). Preparation and characterization of highly micro-porous PVDF membranes for desalination of saline water through vacuum membrane distillation. Desalination, 346, 9-18.
[42] Dumée, L., Campbell, J.L., Sears, K., Schütz, J., Finn, N., Duke, M., & Gray, S. (2011). The impact of hydrophobic coating on the performance of carbon nanotube bucky-paper membranes in membrane distillation. Desalination, 283, 64-67.
[43] Eykens, L., De Sitter, K., Dotremont, C., Pinoy, L., & Van der Bruggen, B. (2016). Characterization and performance evaluation of commercially available hydrophobic membranes for direct contact membrane distillation. Desalination, 392, 63-73.
[44] Fahrina, A., Arahman, N., Mulyati, S., Aprilia, S., Mat Nawi, N. I., Aqsha, A., Bilad, M. R., Takagi, R., & Matsuyama, H. (2020). Development of polyvinylidene fluoride membrane by incorporating bio-based ginger extract as additive. Polymers, 12(9), 2003.
[45] Farid, M. U., Khanzada, N. K., & An, A. K. (2019). Understanding fouling dynamics on functionalized CNT-based membranes: Mechanisms and reversibility. Desalination, 456, 74-84.
[46] Feng, X., Guo, W., Zheng, H., Yang, S., Du, J., Wu, Q., Luo, H., Zhou, X., Jin, W., & Ren, N. (2020). Inhibition of biofouling in membrane bioreactor by metabolic uncoupler based on controlling microorganisms accumulation and quorum sensing signals secretion. Chemosphere, 245, 125363.
[47] Ferreira, S. C., Bruns, R., Ferreira, H. S., Matos, G. D., David, J., Brandão, G., et al. (2007). Box-Behnken design: An alternative for the optimization of analytical methods. Analytica Chimica Acta, 597(2), 179-186.
[48] Goh, S., Zhang, J., Liu, Y., & Fane, A. G. (2013). Fouling and wetting in membrane distillation (MD) and MD-bioreactor (MDBR) for wastewater reclamation. Desalination, 323, 39-47.
[49] Gontarek-Castro, E., Castro-Muñoz, R., & Lieder, M. (2022). New insights of nanomaterials usage toward superhydrophobic membranes for water desalination via membrane distillation: A review. Critical Reviews in Environmental Science and Technology, 52(12), 2104-2149.
[50] Guo, D., Zhang, X., Xie, J., & Li, N. (2023). Effect of cross-linking agent concentration on adsorption performance of PVDF ultrafiltration membrane. European Polymer Journal, 198, 112332.
[51] Hou, D., Fan, H., Jiang, Q., Wang, J., & Zhang, X. (2014). Preparation and characterization of PVDF flat-sheet membranes for direct contact membrane distillation. Separation and Purification Technology, 135, 211-222.
[52] Hsu, M.-H., Tsou, T.-Y., Hsu, J.-P., & Yu, H.-Y. (2024). Influence of pore size distribution and applied cross-flow on ion rejection and separation. Separation and Purification Technology, 128248.
[53] Jamed, M. J., Alhathal Alanezi, A., & Alsalhy, Q. F. (2019). Effects of embedding functionalized multi-walled carbon nanotubes and alumina on the direct contact poly (vinylidene fluoride-co-hexafluoropropylene) membrane distillation performance. Chemical Engineering Communications, 206(8), 1035-1057.
[54] Lalia, B.S., Kochkodan, V., Hashaikeh, R., & Hilal, N. (2013). A review on membrane fabrication: Structure, properties and performance relationship. Desalination, 326, 77-95.
[55] Latthe, S.S., Terashima, C., Nakata, K., & Fujishima, A. (2014). Superhydrophobic surfaces developed by mimicking hierarchical surface morphology of lotus leaf. Molecules, 19(4), 4256-4283.
[56] Li, J., Xu, S., Hassan, M., Shao, J., Ren, L.F., & He, Y. (2019). Effective modeling and optimization of PVDF–PTFE electrospinning parameters and membrane distillation process by response surface methodology. Journal of Applied Polymer Science, 136(9), 47125.
[57] Liao, Y., Wang, R., & Fane, A.G. (2014). Fabrication of bioinspired composite nanofiber membranes with robust superhydrophobicity for direct contact membrane distillation. Environmental Science & Technology, 48(11), 6335-6341.
[58] Liu, Y., Li, K., & Wang, R. (2021). Superhydrophobic PVDF membranes for membrane distillation: A comprehensive review. Desalination, 512, 115135.
[59] Montgomery, D.C. (2017). Design and Analysis of Experiments (9th ed.). John Wiley & Sons.
[60] Orhan, M. (2020). Triclosan applications for biocidal functionalization of polyester and cotton surfaces. Journal of Engineered Fibers.
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