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Zhu C, Li J, Liao J, Chen Q, Xu Y, Ruan H, Shen J. Acid enrichment via electrodialyser fabricated with poly(vinyl chloride)-based anion exchange membrane: Effect of hydrophobicity of aliphatic side-chains tethered on imidazolium groups. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.120907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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2
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Huang Y, Qian X, Wang X, Wang T, Lounder SJ, Ravindran T, Demitrack Z, McCutcheon J, Asatekin A, Li B. Electrospraying Zwitterionic Copolymers as an Effective Biofouling Control for Accurate and Continuous Monitoring of Wastewater Dynamics in a Real-Time and Long-Term Manner. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:8176-8186. [PMID: 35576931 DOI: 10.1021/acs.est.2c01501] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Long-term continuous monitoring (LTCM) of water quality can provide high-fidelity datasets essential for executing swift control and enhancing system efficiency. One roadblock for LTCM using solid-state ion-selective electrode (S-ISE) sensors is biofouling on the sensor surface, which perturbs analyte mass transfer and deteriorates the sensor reading accuracy. This study advanced the anti-biofouling property of S-ISE sensors through precisely coating a self-assembled channel-type zwitterionic copolymer poly(trifluoroethyl methacrylate-random-sulfobetaine methacrylate) (PTFEMA-r-SBMA) on the sensor surface using electrospray. The PTFEMA-r-SBMA membrane exhibits exceptional permeability and selectivity to primary ions in water solutions. NH4+ S-ISE sensors with this anti-fouling zwitterionic layer were examined in real wastewater for 55 days consecutively, exhibiting sensitivity close to the theoretical value (59.18 mV/dec) and long-term stability (error <4 mg/L). Furthermore, a denoising data processing algorithm (DDPA) was developed to further improve the sensor accuracy, reducing the S-ISE sensor error to only 1.2 mg/L after 50 days of real wastewater analysis. Based on the dynamic energy cost function and carbon footprint models, LTCM is expected to save 44.9% NH4+ discharge, 12.8% energy consumption, and 26.7% greenhouse emission under normal operational conditions. This study unveils an innovative LTCM methodology by integrating advanced materials (anti-fouling layer coating) with sensor data processing (DDPA).
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Affiliation(s)
- Yuankai Huang
- Department of Civil and Environmental Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Xin Qian
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Xingyu Wang
- Department of Civil and Environmental Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Tianbao Wang
- Department of Civil and Environmental Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Samuel J Lounder
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Tulasi Ravindran
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Zoe Demitrack
- Department of Civil and Environmental Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Jeffrey McCutcheon
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Ayse Asatekin
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Baikun Li
- Department of Civil and Environmental Engineering, University of Connecticut, Storrs, Connecticut 06269, United States
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Sherugar P, Naik NS, Padaki M, Nayak V, Gangadharan A, Nadig AR, Déon S. Fabrication of zinc doped aluminium oxide/polysulfone mixed matrix membranes for enhanced antifouling property and heavy metal removal. CHEMOSPHERE 2021; 275:130024. [PMID: 33662734 DOI: 10.1016/j.chemosphere.2021.130024] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 02/08/2021] [Accepted: 02/16/2021] [Indexed: 06/12/2023]
Abstract
Heavy metal removal from water resources is essential for environmental protection and the production of safe drinking water. In this direction, Zinc doped Aluminium Oxide (Zn:Al2O3) nanoparticles were incorporated into Polysulfone (PSf) to prepare mixed matrix membranes for the efficient removal of heavy metals from water. These Zn:Al2O3 nanoparticles prepared by the solution combustion method have a very high surface area (261.44 m2/g) with an approximate size of 50 nm. X-ray Photoelectron Spectroscopy analysis showed that the Al and Zn were in +3 and + 2 oxidation states, respectively. Cross-sectional Scanning Electron Microscopy images revealed the finger-like morphology and porous nature of the membranes. In this study, the optimum loading amount of Zn:Al2O3 nanoparticles was determined. Synthesized membranes showed enhanced hydrophilicity, surface charge, and porosity, which enabled the removal of arsenic and lead with efficiencies of 87% and 98%, respectively. A study of the antifouling properties carried out at various pressures with a feed solution containing Bovine Serum Albumin (BSA) showed 98.4% of flux recovery ratio and reusability up to three continuous cycles. Moreover, this work demonstrates a rational design of novel mixed matrix membranes exhibiting characteristics of hydrophilicity, surface charge, and porosity adequate to realize the efficient removal of heavy metals.
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Affiliation(s)
- Prajwal Sherugar
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura, Ramanagaram, Bangalore, 562112, India
| | - Nagaraj S Naik
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura, Ramanagaram, Bangalore, 562112, India
| | - Mahesh Padaki
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura, Ramanagaram, Bangalore, 562112, India.
| | - Vignesh Nayak
- National University of Science and Technology «MISIS», Moscow, 119049, Russia
| | - Athulya Gangadharan
- Sri Dharmasthala Manjunatheshwara College (Autonomous), Ujire, Belthangady, Dakshina Kannada, Karnataka, 574214, India
| | - Akshatha R Nadig
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura, Ramanagaram, Bangalore, 562112, India
| | - Sébastien Déon
- Institut UTINAM (UMR CNRS 6213), Université de Bourgogne-Franche-Comté, 16 Route de Gray, 25030, Besançon Cedex, France
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4
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Recent advances in removal techniques of Cr(VI) toxic ion from aqueous solution: A comprehensive review. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2020.115062] [Citation(s) in RCA: 175] [Impact Index Per Article: 58.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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5
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Ahmad T, Guria C, Mandal A. Optimal synthesis of high fouling-resistant PVC-based ultrafiltration membranes with tunable surface pore size distribution and ultralow water contact angle for the treatment of oily wastewater. Sep Purif Technol 2021. [DOI: 10.1016/j.seppur.2020.117829] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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6
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Liu R, Liu M, Wu S, Che X, Dong J, Yang J. Assessing the influence of various imidazolium groups on the properties of poly(vinyl chloride) based high temperature proton exchange membranes. Eur Polym J 2020. [DOI: 10.1016/j.eurpolymj.2020.109948] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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7
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Arif Z, Sethy NK, Mishra PK, Verma B. Development of eco-friendly, self-cleaning, antibacterial membrane for the elimination of chromium (VI) from tannery wastewater. INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY : IJEST 2020; 17:4265-4280. [PMID: 32421070 PMCID: PMC7223799 DOI: 10.1007/s13762-020-02753-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 03/19/2020] [Accepted: 04/17/2020] [Indexed: 06/11/2023]
Abstract
Hydrophobic polyvinylidene fluoride membrane was reformed to the hydrophilic membrane by incorporating synthesized titanium dioxide nanoparticles using Cajanus cajan seed extract. Spectroscopic and microscopic techniques characterized the composite membrane. The X-ray diffraction confirms the anatase phase of titanium dioxide nanoparticles of crystalline size 15.89 nm. The effect of titanium dioxide concentration on the thermodynamical and rheological properties on the polyvinylidene fluoride casting solution was investigated by the triangle phase diagram and viscosity measurement. It was concluded that titanium dioxide introduction caused thermodynamic enhancement, but the impact of rheological hinderance was higher at high concentrations. The polyvinylidene fluoride/titanium dioxide membranes were used as a bi-functional membrane to evaluate the rejection of chromium (VI) from wastewater; then, they were applied as sunlight-active catalyst membrane to reduce the concentrated chromium (VI) to chromium (III) by reduction. It was concluded that at 0.02 wt% of titanium dioxide, the maximum rejection of 85.59% and a% reduction of 92% was achieved with enhanced flux.
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Affiliation(s)
- Z. Arif
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU), Varanasi, India
| | - N. K. Sethy
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU), Varanasi, India
| | - P. K. Mishra
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU), Varanasi, India
| | - B. Verma
- Department of Chemical Engineering and Technology, Indian Institute of Technology (BHU), Varanasi, India
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Jafar Mazumder MA, Raja PH, Isloor AM, Usman M, Chowdhury SH, Ali SA, Inamuddin, Al-Ahmed A. Assessment of sulfonated homo and co-polyimides incorporated polysulfone ultrafiltration blend membranes for effective removal of heavy metals and proteins. Sci Rep 2020; 10:7049. [PMID: 32341422 PMCID: PMC7184734 DOI: 10.1038/s41598-020-63736-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 04/06/2020] [Indexed: 12/07/2022] Open
Abstract
Sulfonated homo and co- polyimide (sPI) were synthesized with new compositional ratios, and used as additives (0.5 wt%, 0.75 wt%, and 1.0 wt%) to prepare blend membranes with polysulfone (PSf). Flat sheet membranes for ultrafiltration (UF) were casted using the phase inversion technique. Surface morphology of the prepared UF membranes were characterized by atomic force microscopy (AFM) and scanning electron microscopy (SEM). Surface charge of the membranes were determined by zeta potential, and hydrophilicity was studied by contact angle measurement. The contact angle of the membrane decreased with increasing sPI additive indicates increasing the hydrophilicity of the blend membranes. Filtration studies were conducted for rejection of heavy metals (Pb2+ and Cd2+) and proteins (pepsin and BSA). Blend membranes showed better rejection than pure PSf membrane. Among the blend membranes it was observed that with increasing amount of sPIs enhance the membrane properties and finally, PSf-sPI5 membrane with 1 wt% of sPI5 showed the improved permeability (72.1 L m-2 h-1 bar-1), and the best rejection properties were found for both metal ions (≈98% of Pb2+; ≈92% of Cd2+) and proteins (>98% of BSA; > 86% of Pepsin). Over all, this membrane was having better hydrophilicity, porosity and higher number of sites to attach the metal ions. Its performance was even better than several-reported sulfonic acid based UF membranes. All these intriguing properties directed this new UF membrane for its potential application in wastewater treatment.
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Affiliation(s)
| | - Panchami H Raja
- Membrane Technology Laboratory, Chemistry Department, National Institute of Technology Karnataka, Surathkal, Mangalore, 575 025, India
| | - Arun M Isloor
- Membrane Technology Laboratory, Chemistry Department, National Institute of Technology Karnataka, Surathkal, Mangalore, 575 025, India
| | - Muhammad Usman
- Center for Research Excellence in Nanotechnology (CENT), King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
| | - Shakhawat H Chowdhury
- Department of Civil and Environmental Engineering, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
| | - Shaikh A Ali
- Chemistry Department, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
| | - Inamuddin
- Chemistry Department, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Advanced Functional Materials Laboratory, Department of Applied Chemistry, Faculty of Engineering and Technology, Aligarh Muslim University, Aligarh, 202 002, India
| | - Amir Al-Ahmed
- Center of Research Excellence in Renewable Energy, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia
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9
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Huang Z, Cheng Z. Recent advances in adsorptive membranes for removal of harmful cations. J Appl Polym Sci 2019. [DOI: 10.1002/app.48579] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Zheng‐Qing Huang
- Hubei Provincial Key Laboratory of Green Materials for Light Industry, Collaborative Innovation Center of Green Light‐Weight Materials and ProcessingSchool of Materials and Chemical Engineering, Hubei University of Technology Wuhan 430068 China
| | - Zheng‐Fa Cheng
- Hubei Provincial Key Laboratory of Green Materials for Light Industry, Collaborative Innovation Center of Green Light‐Weight Materials and ProcessingSchool of Materials and Chemical Engineering, Hubei University of Technology Wuhan 430068 China
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10
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Lavanya C, Balakrishna RG, Soontarapa K, Padaki MS. Fouling resistant functional blend membrane for removal of organic matter and heavy metal ions. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2019; 232:372-381. [PMID: 30496967 DOI: 10.1016/j.jenvman.2018.11.093] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 11/14/2018] [Accepted: 11/21/2018] [Indexed: 06/09/2023]
Abstract
This study investigates the removal of heavy metal ions and humic acid using Cellulose acetate (CA) and Poly (methyl vinyl ether-alt-maleic acid) (PMVEMA) blend membranes. Antifouling properties of blend membranes were also investigated. Flat sheet membranes were prepared by phase inversion technique using different concentrations of CA and PMVEMA. The prepared membranes were characterized and their performance was evaluated by measuring pure water flux, water uptake capacity and humic acid removal. Rejection of humic acid (HA) was observed to be around 97% for all the blend membranes because of electrostatic interactions between the functional groups of HA and blends. The fouling characteristics of the membranes was assessed using HA as a foulant and the antifouling capacity of blend membranes was observed to be greater with a flux recovery ratio of almost 95% when compared to bare CA, commercial CA (TechInc) and other reported CA blends used for HA rejection. Also, the blend membranes were very effective in removing heavy metal ions (Pb2+, Cd2+ and Cr+6) and humic acid simultaneously. Overall, the PMVEMA modified CA membranes can open up new possibilities in enhancing the hydrophilicity, permeability and antifouling properties.
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Affiliation(s)
- C Lavanya
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Bangalore, 562112, India
| | - R Geetha Balakrishna
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Bangalore, 562112, India.
| | - Khantong Soontarapa
- Center of Excellence on Petrochemical and Materials Technology, Department of Chemical Technology, Faculty of Science, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand.
| | - Mahesh S Padaki
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Bangalore, 562112, India
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11
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Déon S, Deher J, Lam B, Crini N, Crini G, Fievet P. Remediation of Solutions Containing Oxyanions of Selenium by Ultrafiltration: Study of Rejection Performances with and without Chitosan Addition. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b02615] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Sébastien Déon
- Institut
UTINAM (UMR CNRS 6213), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
| | - Julien Deher
- Institut
UTINAM (UMR CNRS 6213), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
- Laboratoire
Chrono-Environnement (UMR CNRS 6249), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
| | - Boukary Lam
- Institut
UTINAM (UMR CNRS 6213), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
| | - Nadia Crini
- Laboratoire
Chrono-Environnement (UMR CNRS 6249), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
| | - Gregorio Crini
- Laboratoire
Chrono-Environnement (UMR CNRS 6249), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
| | - Patrick Fievet
- Institut
UTINAM (UMR CNRS 6213), Université de Bourgogne Franche-Comté, 16 route de Gray, Besançon, 25030 CEDEX, France
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12
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M S J, Nayak V, Padaki M, Balakrishna RG, Soontarapa K. Eco-friendly membrane process and product development for complete elimination of chromium toxicity in wastewater. JOURNAL OF HAZARDOUS MATERIALS 2017; 332:112-123. [PMID: 28285104 DOI: 10.1016/j.jhazmat.2017.03.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Revised: 03/03/2017] [Accepted: 03/04/2017] [Indexed: 06/06/2023]
Abstract
Hydrophobic polysulphone (PSf) was reformed into a hydrophilic polymer by sulphonation (via electrophilic substitution) and was subsequently made into a composite by incorporating nano titania to reduce Cr (VI) in the concentrated feed to Cr (III), thus eliminating the hazards of Cr (VI). The modified polymer and its composites were characterized by spectroscopic and microscopic techniques. The composite membranes exhibited enhanced hydrophilicity and flux and were evaluated for the rejection of chromium. The effect of pH and interference of counter ions towards rejection was studied. The charges fixed on the surface of the membrane due to titania, support ionic interactions and facilitated the rejection process. Essentially, rejection of up to 98% was achieved. The innovation of using a bifunctional membrane for the rejection of Cr (VI) together with the removal of its toxicity by photocatalytic reduction, leading to the potential recovery of Cr (III), highlight the uniqueness of this work.
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Affiliation(s)
- Jyothi M S
- Center for Nano and Material Sciences, Jain University, Ramanagaram, Bangalore, 562112, India
| | - Vignesh Nayak
- Center for Nano and Material Sciences, Jain University, Ramanagaram, Bangalore, 562112, India
| | - Mahesh Padaki
- Center for Nano and Material Sciences, Jain University, Ramanagaram, Bangalore, 562112, India.
| | - R Geetha Balakrishna
- Center for Nano and Material Sciences, Jain University, Ramanagaram, Bangalore, 562112, India.
| | - Khantong Soontarapa
- Department of Chemical Technology, Faculty of Sciences, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand
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13
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Nayak V, Jyothi MS, Balakrishna RG, Padaki M, Deon S. Novel modified poly vinyl chloride blend membranes for removal of heavy metals from mixed ion feed sample. JOURNAL OF HAZARDOUS MATERIALS 2017; 331:289-299. [PMID: 28273579 DOI: 10.1016/j.jhazmat.2017.02.046] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2016] [Revised: 02/13/2017] [Accepted: 02/24/2017] [Indexed: 06/06/2023]
Abstract
Herein, an attempt has been made to prepare a novel membrane with good efficiency for removal of heavy metal ions namely lead (Pb), cadmium (Cd) and chromium (Cr). 4-amino benzoic acid (ABA) was covalently grafted onto the poly vinyl chloride (PVC) backbone by CN bond to enhance the hydrophilicity. 1H NMR and ATR-IR spectroscopy analysis confirmed the chemical modification of PVC. Further the modified polymer was blended in different compositions with polysulfone (PSf) for optimization. Morphological changes that occurred in blend membranes, due to the incorporation of modified PVC was studied by AFM and SEM techniques. The effect on hydrophilicity and performance of blends owing to incorporation of modified PVC was evaluated by water uptake, contact angle and flux studies. The density of functional groups in blends was analyzed by its ion-exchange capacity. Batch wise filtration of metal ions was carried out and the effect of pressure, feed pH and interference of ions was thoroughly investigated. Essentially, 100% rejection was obtained for all the metal ions in acidic pH with a productivity of 2.56l/m2h. The results were correlated with the results of commercially available NF 270 membrane under the same operating conditions.
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Affiliation(s)
- Vignesh Nayak
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura Ramanagaram, Bangalore, 562112, India
| | - M S Jyothi
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura Ramanagaram, Bangalore, 562112, India
| | - R Geetha Balakrishna
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura Ramanagaram, Bangalore, 562112, India.
| | - Mahesh Padaki
- Centre for Nano and Material Sciences, Jain University, Jain Global Campus, Kanakapura Ramanagaram, Bangalore, 562112, India; National University of Science and Technology "MISIS", Moscow, 119049, Russia.
| | - Sebastien Deon
- Institut UTINAM, UMR CNRS 6213, Université de Bourgogne-Franche-Comté,16 route de Gray, Besançon Cedex 25030, France
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14
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Zhang L, Tang M, Zhang J, Zhang P, Zhang J, Deng L, Lin C, Dong A. One simple and stable coating of mixed-charge copolymers on poly(vinyl chloride) films to improve antifouling efficiency. J Appl Polym Sci 2016. [DOI: 10.1002/app.44632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Ling Zhang
- Key Laboratory of Systems Bioengineering of the Ministry of Education, Department of Polymer Science and Technology, School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 China
- State Key Laboratory for Marine Corrosion and Protection, Luoyang Ship Material Research Institute; Qingdao 266101 China
- Collaborative Innovation Center of Chemical Science and Engineering; Tianjin 300072 China
| | - Minjie Tang
- Key Laboratory of Systems Bioengineering of the Ministry of Education, Department of Polymer Science and Technology, School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 China
| | - Jinwei Zhang
- State Key Laboratory for Marine Corrosion and Protection, Luoyang Ship Material Research Institute; Qingdao 266101 China
| | - Pengsheng Zhang
- Key Laboratory of Systems Bioengineering of the Ministry of Education, Department of Polymer Science and Technology, School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 China
| | - Jianhua Zhang
- Key Laboratory of Systems Bioengineering of the Ministry of Education, Department of Polymer Science and Technology, School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 China
- State Key Laboratory for Marine Corrosion and Protection, Luoyang Ship Material Research Institute; Qingdao 266101 China
| | - Liandong Deng
- Key Laboratory of Systems Bioengineering of the Ministry of Education, Department of Polymer Science and Technology, School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 China
| | - Cunguo Lin
- State Key Laboratory for Marine Corrosion and Protection, Luoyang Ship Material Research Institute; Qingdao 266101 China
| | - Anjie Dong
- Key Laboratory of Systems Bioengineering of the Ministry of Education, Department of Polymer Science and Technology, School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 China
- Collaborative Innovation Center of Chemical Science and Engineering; Tianjin 300072 China
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