A Critical Review on Electric Field-Assisted Membrane Processes: Implications for Fouling Control, Water Recovery, and Future Prospects
Abstract
:1. Introduction
2. Summary of Recent Electrofiltration Studies from Year 2000–2021
3. Mechanisms of Electrofiltration
3.1. Electrophoresis
3.2. Electroosmosis
3.3. Electrolysis
3.4. Electrocoagulation
3.5. Dielectrophoresis
3.6. Electrodialysis
4. Characterization of Electrofiltration
5. Effect of Operational Conditions on Electrofiltration
5.1. Configuration and Installation of Membrane Modules and Electric Fields
5.1.1. Configuration of Membrane Module
5.1.2. Installation of the Electric Field Source Ahead of the Membrane Module
5.1.3. Installation of the Electric Field over the Membrane Module
5.1.4. Using the Membrane as an Electrode
5.1.5. Interdigital Electrodes at the Membrane
5.2. Parameters Related to the Electric Field Parameters
5.2.1. Electric Field Mode
5.2.2. Field Pulsation
5.2.3. Field Strength
5.2.4. Electric Field Gradient
5.3. Factors Related to the Filtration Setups
5.3.1. Transmembrane Pressure
5.3.2. Crossflow Velocity
5.3.3. Membrane Materials and Modifications
5.3.4. Temperature
5.4. Parameters Related to Water Matrix
5.4.1. Zeta Potential, pH and Ionic Strength
5.4.2. Foulant Concentration
5.4.3. Foulant Size
5.4.4. Foulant Materials
6. Quantification and Modeling Efforts of Electrofiltration
6.1. Hermia’s Law
6.2. Electrodynamic Modeling
6.3. Mass Balance Modeling
6.4. Simulation of Cake Layer Structure
7. Energy Cost Analysis
8. Future Prospects
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
AC | Alternating current |
ANN | Artificial neural network |
BSA | Bovine serum albumin |
CFD | Computational fluid dynamics |
CNT | Carbon nanotube |
DC | Direct current |
MWCNT | Multi-walled carbon nanotube |
PAN | Polyacrylonitrile |
PES | Polyethersulfone |
PP | Polypropylene |
PVDF | Polyvinylidene difluoride |
SEM | Scanning Electron Microscope |
Nomenclature
Cross-sectional permeation area (m2) | |
Particle radius (m) | |
Buoyancy (pressure gradient) force (N) | |
Relative permittivity/Dielectric constant | |
Diffusivity (m2/s) | |
Electric displacement field/Electric induction (C/m2) | |
Electric field strength (V/m) | |
Critical electric field strength (V/m) | |
Energy to produce a unit volume of permeate (J/L) | |
Electric field strength along the z-axis (V/m) | |
Dielectrophoretic force (N) | |
Drag force (N) | |
Electrophoretic force (N) | |
Friction force (N) | |
Lift force (N) | |
Gravitational force (N) | |
Acceleration of gravity (m/s2) | |
Magnetic field strength (A/m) | |
Current density (A/m2) | |
Initial flux (m/s) | |
Reported final flux with electric field off (m/s) | |
Reported final flux with electric field on (m/s) | |
Permeate flux (m/s) | |
Clausius-Mossotti factor (F/m) | |
Fluid permeability of the media (d) | |
Constant in Hermia’s equation | |
Bessel function of the first kind of order zero | |
Bessel function of the first kind of order one | |
Unit imaginary number | |
Membrane permeability (m/s/Pa) | |
Ionic mobility (m2/s/V) | |
Normal force (N) | |
Constant in Hermia’s equation | |
Pressure (Pa) | |
Electrical power (W) | |
Liquid pressure (Pa) | |
Hydraulic dissipated power (W) | |
Transmembrane pressure (Pa) | |
Flow rate (m3/s) | |
Particle charge (C) | |
Separated charge (C) | |
Capillary radius (m) | |
Fouling layer resistance | |
Membrane resistance (m−1) | |
Separation distance between the opposite charges (m) | |
Volumetric specific surface area (m−1) | |
Temperature ( °C) | |
Time of filtration (s) | |
Crossflow (horizontal) profile (m/s) | |
Crossflow velocity (m/s) | |
Volume of permeate (L) | |
Electrophoretic velocity (m/s) | |
Flux (vertical) as a function of time (m/s) | |
Flux velocity (m/s) | |
Average electroosmosis velocity along the z-axis (m/s) | |
Debye–Hückel parameter | |
Boundary layer thickness between the capillary wall and the slip plane (m) | |
Permittivity (F/m) | |
Vacuum permittivity (F/m) Permittivity of the medium (F/m) | |
Permittivity of the particle (F/m) Complex permittivity (F/m) | |
Complex permittivity of the medium (F/m) | |
Complex permittivity of the particle (F/m) | |
Zeta potential (V) | |
Dynamic viscosity (Pa∙s) | |
Specific conductance of liquid (S/m) | |
Osmotic pressure (Pa) | |
Electrophoretic mobility (m2/V/cm) Dipole moment (C∙m) | |
Fluid density (kg/m3) | |
Osmotic reflection coefficient | |
γ | Conductivity (S/m) |
Porosity | |
Angular frequency of the electric field (rad/s) |
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Feed Water Composition | Characterization of Membrane Fouling | Electric Field | Experimental Setup | Membrane Type | Fouling Mitigation Effect | Publication Year |
---|---|---|---|---|---|---|
Prefiltered (1.2 μm) oxide-chemical-mechanical polishing wastewater: pH 9.84, conductivity 145.1 μS/cm, Total alkalinity 70 mg/L eq CaCO3, TS 55.8 mg/L, Turbidity 0.39 NTU, Si 79.81 mg/L, Al 0.09 mg/L, Fe 0.12 mg/L, Cu 0.19 mg/L, Ca 0.03 mg/L, Mg 0.04 mg/L, K 21.3 mg/L | Flux monitoring; scanning electron microscopy (SEM) | Continuous direct current (DC) up to 167 V/cm; Pulsed with 10 min intervals; | Bench-scale up to 2 h; Flat plate crossflow; Parallel electrode plates (material unspecified) | Polyvinylidene difluoride (PVDF), 0.1 μm | The continuous DC field retains up to about 40% more of the initial flux by the end of the filtration; The pulsed electric field retained up to about 10% more of the initial flux by the end of the filtration. | 2003 [39] |
Prefiltered (0.45 μm) humic acid (aq): 1 g/L | Flux monitoring; Foulant rejection rate; SEM | Continuous DC up to 116 V/cm | Bench-scale up to 2 h; Flat plate crossflow; Parallel electrode plates (anode: platinum; cathode: titanium) | Polyethersulfone (PES), 0.1 μm | The DC field retains up to 60% of the initial flux by the end of filtration compared to without the field | 2006 [40] |
Activated sludge: COD 310–740 mg/L, pH 5–8, turbidity 100–500 NTU, SS 400–800 mg/L, ζ-potential −18.4~−22.6 mV, temperature 15–25 °C | Flux monitoring | Continuous DC up to 30 V/cm | Pilot-scale up to 16 h; Bioreactor with spiral hollow fiber membrane module; Parallel electrode plates (stainless steel) | Polypropylene (PP), pore size unreported | The DC field retains up to about 15% more of the initial flux by the end of filtration | 2007 [41] |
BSA/yeast mixture (aq): BSA 1000 ppm, yeast 1000 ppm, pH 4, 5 or 7 | Flux monitoring; Foulant cake weighing; Foulant rejection rate | Continuous DC up to 50 V/cm; pulsed DC (30 s/30 s) up to 50 V/cm; | Bench-scale up to 1 h; Flat plate crossflow; Parallel electrode plates (material unspecified) | Nylon, 0.2 or 0.45 μm | The continuous DC field retains up to about 40% more of the initial flux by the end of filtration; The pulsed DC field has the similar performance compared to the continuous field when on, but slightly lower flux compared to without the field when off | 2008 [28] |
Clay suspension: 5 g/L, about 200 nm diameter | Flux monitoring | Continuous inhomogeneous 200 kHz alternating current peak-to-peak (AC p-p) up to 16 V/cm; Same field setup, with 10 min on and 10 min off; Same field setup, with 5 min on and 15 min off | Bench-scale up to 6 h; Flat plate crossflow; An electrode plate and a parallel grid electrode (stainless steel) | PVDF, 0.2 μm; Cellulose, 30 kDa | Compared to without an electric field, the continuous electric field took 2 times as long to reach 50% of the initial flux; The 10/10 pulsed AC field took 2.5 times as long to reach 50% of the initial flux; The 5/15 pulsed AC field took 3.3 times as long | 2009 [42] |
Clay suspension: 5 g/L, 100–3000 nm diameter | Flux monitoring | Continuous inhomogeneous AC field gradient up to 4.18 × 1015 V2 m−3 | Bench-scale up to 6 h; Flat plate crossflow; Interdigitated electrodes (stainless steel) | PVDF, 0.2 μm | The continuous AC field retains up to 30% more of the initial flux compared to without the field; The pulsed AC field retains up to 50% more of the initial flux compared to without the field | 2013 [30] |
Whey (from bovine milk) suspension (aq): 1000 mg/L, about 1–30 μm diameter | Flux monitoring | Continuous DC field up to 20 V/cm | Bench-scale up to 60 min; Hollow fiber module crossflow; An electrode wire at the centerline of the tubular module and an electrode cylinder wrapping around the tubular module (platinum) | Ceramic, 0.2 μm | The final flux under the influence of DC field is about twice as high as without the field; The final COD in the flux under the influence of DC is about 33% more compared to that without the field | 2013 [43] |
Bovine serum albumin (BSA) (aq): 50 mg/L, pH 8.5; sodium alginate (aq): 50 mg/L, pH 8.5; humic acid (aq): 50 mg/L, pH 8.5; silicon dioxide particles (aq): 1000 mg/L, pH 8.5 | Flux monitoring; Electrochemical impedance spectroscopy; Confocal laser scanning microscopy | 2 V/cm continuous DC; | Pilot-scale up to 96 days; Bioreactor; Customized membrane with conductive mesh layer between support layer and active layer (stainless steel) | PVDF, 0.062 ± 0.024 μm | Transmembrane pressure builds up twice or thrice as fast as without the electric field; The relative flux under the electric field is enhanced to about 20% more of the initial flux. | 2015 [31] |
Pseudomonas fluorescens dispersion: 107 CFU/mL | Flux monitoring; SEM | Continuous inhomogeneous DC field up to 45 V/cm; Continuous inhomogeneous 10 kHz AC field up to 45 V/cm | Bench-scale up to 1 h; Dead-end filtration; Interlaced electrodes (carbon nanotube) | PVDF, 0.3 μm | Transmembrane pressure builds up at half speed with the DC field; Transmembrane pressure builds up at one third speed with the AC field | 2017 [44] |
Synthetic oily wastewater | Flux monitoring; Foulant rejection rate | Continuous inhomogeneous 320 kHz AC p-p up to 270 V (field strength unspecified) | Bench-scale up to 1 h; Flat plate crossflow; An electrode plate and a parallel grid electrode (stainless steel) | Cellulose acetate, 0.45 μm | The AC field retains up to about 10% more of the initial flux by the end of filtration compared to without the field | 2018 [45] |
Real coal chemistry wastewater: COD 1486.4 ± 102.4 mg/L, BOD5 253.3 ± 18.2 mg/L, total phenols 233.8 ± 21.2 mg/L, TOC 335.6 ± 22.3 mg/L, NH4-N 127.2 ± 8.5 mg/L | Foulant rejection rate; Laser diffraction particle size analyzer; Zetasizer; UV-vis spectrometer; DNA sequencing; | Pulsed direct current field current density 1.33 mA/cm2 with 30 s cycles, 5–10 s on | Bench-scale; Bioreactor; Parallel plate electrodes sandwiching the hollow fiber module (anode: stainless steel; cathode: graphite) | Material unspecified, 0.4 μm | With the 24 s off/6 s on field, the COD and phenol rejection rates are 83.53% and 93.28%, respectively, compared to 71.24% and 82.43% without the electric field | 2019 [46] |
Feed Water Composition | Characterization of Membrane Fouling | Electric Field | Experimental Setup | Membrane Type | Fouling Mitigation Effect | Publication Year |
---|---|---|---|---|---|---|
BSA (aq): 3 or 10 g/L, 67 kDa BSA molecular weight, NaCl 0.15 mol/L | Flux monitoring | Pulsed direct current (DC) field 2 or 7 V/cm at 30 Hz | Bench-scale up to 100 min; Flat sheet crossflow; An electrode plate and a parallel grid electrode (titanium) | Polyvinylidene difluoride (PVDF), 25 kDa (~1.78 nm) | The electric field allowed about 300% increase in permeate flux | 2000 [35] |
Synthetic juice: pectin and sucrose 1 kg/m3 and 14 brix, or 3 kg/m3 and 12 brix, 5 kg/m3 and 10 brix; Natural mosambi fruit juice | Flux monitoring; Zetasizer; Spectrophotometer; | Continuous DC field strength up to 8 V/cm | Bench-scale up to 30–40 min; Flat plate crossflow; Parallel electrode plates (anode: platinum coated titanium; cathode: stainless steel) | Polysulfone (PS), 50 kDa (~2.4 nm) | The maximum electric field strength increased the final flux by ~200% compared to without the field | 2008 [47] |
Humic acid: 48 DOC mg/L, diameter > 3 kDa; 24 DOC mg/L, diameter 0.5 to 3 kDa; 29 DOC mg/L, <0.5 kDa | Flux monitoring; Zetasizer; UV-vis spectrometer; Atomic force microscopy (AFM) | Continuous DC up to 125 V/cm | Bench-scale up to 5 h; Flat plate crossflow; Parallel electrode plates (platinum and titanium) | Polyacrylonitrile (PAN), 100 kDa (~30 nm) | Up to 50% flux recovery for larges HA group under 125 V/cm field compared to without the electric field | 2008 [48] |
BSA (aq): 69 kDa, 0.5, 1 or 1.5 g/L, pH 8 | Flux monitoring; UV-vis spectrometer; Zetasizer | Continuous DC up to 30 V/cm | Bench-scale up to 3 h; Flat plate crossflow; Parallel electrode plates (titanium coated ruthenium) | PS, 50 or 100 kDa | Higher electric field strength led to less concentration polarization layer resistance, higher flux and higher protein rejection rate | 2010 [49] |
BSA (aq): (1) 0.1 kg/m3, (2) 1.0 kg/m3, or (3) 1.5 kg/m3, 66.5 kDa, NaCl ionic strength 1.0 mM, pH 7.4 | Flux monitoring; Zetasizer; UV-vis spectrometer; | Continuous direct current up to 20 V/cm | Bench-scale up to 40 min; Flat plate crossflow; An electrode plate and a parallel grid electrode (anode: platinum coated titanium; cathode: stainless steel) | Polyphenylene ethersulfone (PES) membrane, 30 kDa | In general, an increased transmembrane pressure and/or increased electric field strength enhances membrane filtration flux as well as an increased cake layer concentration; The theoretical model for flux provided good prediction for ±7% error | 2011 [50] |
Synthetic wastewater: glucose 310 mg/L, peptone 252 mg/L, yeast extract 300 mg/L, (NH4)2SO4 200 mg/L, KH2PO4 37 mg/L, MgSO4∙7H2O mg/L, MnSO4∙H2O 4.5 mg/L, FeCl3∙6H2O 0.4 mg/L, CaCl2∙2H2O 4 mg/L, KCl 25 mg/L, NaHCO3 25 mg/L | Flux monitoring; Water quality monitoring; | Pulsed DC intensity 1 V/cm, 15 min on/45 min off | Pilot-scale up to 53 days; Hollow fiber module bioreactor; Electrodes are concentric hollow cylinders surrounding the membrane module (stainless steel) | Commercial membrane module, specifications unspecified | Under the electric field, membrane permeability was improved by 16.3% compared to that without an electric field | 2011 [34] |
Synthetic wastewater: Sodium dodecyl sulfate 8.1 mM (critical micelle concentration), naphthenic acid 500 mg/L, pH 3, 5, 7 or 9, NaCl 0, 0.01, 0.05 or 0.1 M | Flux monitoring; UV-vis spectrometer; | Continuous DC up to 10 V/cm | Bench-scale up to 1 h; Flat plate crossflow; An electrode plate and a parallel grid electrode (anode: platinum coated titanium; cathode: stainless steel) | PES, 10 kDa | In a 2 V/cm increment to 10 V/cm, up to 14% more initial flux was recovered; In a constant setup of 10 V/cm, 24% more of the initial flux was recovered | 2012 [51] |
Cathode electrodeposition paint (aq): 91–342 nm diameter, 5% v/v, conductivity 102.0 µS/cm, TDS 79.9 mg/L, turbidity 4644.3 NTU | Flux monitoring; Zetasizer; | Continuous DC up to 2.45 V/cm | Bench-scale up to 2 h; Crossflow with hollow fiber module; Ring electrodes at the inlet and outlet of the module, respectively, (stainless steel) | Ceramic, 50 nm | The filtration flux in electric field-assisted filtration is lower than that without the field | 2012 [52] |
BSA (aq): 0.5 g/L | Flux monitoring; Field emission scanning electron microscope (FESEM); Fourier transform infrared (FTIR); Contact angle analyzer; X-ray photoelectron spectroscopy (XPS); AFM | Hydraulic cleaning with 1 V/cm DC field for 2 h after filtration | Bench-scale up to 2 h; Dead-end; Electric field cleaning after filtration (reduced graphene oxide) | Synthesized poly(aminoanthraquinone)/reduced graphene oxide nanohybrid blended PVDF, ~10 nm | Fouling rate decreased by about 63.5% under the external field | 2015 [32] |
Vine shoot dispersion (aq): 9.09 pph (wt) | Flux monitoring; UV-vis spectrometer; High-performance liquid chromatography (HPLC); | Pretreatment with high voltage electric discharge of 40 kV at a duration of 10 µs at 0.5 Hz; Pretreatment with pulsed electric field up to 13.3 kV/cm at a duration of 10 µs at 0.5 Hz | Bench-scale; Dead-end; Electrodes composed of a needle and a plate (stainless steel) | PES, 50 kDa | Higher power input provided better break down of vine shoot and, therefore, better recovery of product polyphenol, but the increased cell break down led to more fouling | 2015 [33] |
Synthetic wastewater: Prefiltered (0.45 μm) humic acid 10–270 kDa, kaolinite 50 mg/L, 400–1200 nm diameter, DOC 5 mg/L | Flux monitoring; UV-vis spectrometry; SEM; Fourier transform infrared spectrometry; Particle size analyzer | Continuous DC intensity up to 20 A/m2, field intensity up to 2 V/cm | Bench-scale up to 15 min; Hollow fiber module crossflow; Parallel electrode plates (aluminum) | PVDF, 100 kDa (~30 nm) | Up to 50% more concentration reduction for humic acid in effluent under the electric field | 2017 [53] |
E. coli dispersion | Flux monitoring; UV-vis spectrometer; SEM | Continuous DC ~1.5 V/cm | Bench-scale up to 3 h; Flat plate crossflow; Parallel electrode plates (carbon nanotube) | Synthesized sodium lignosulfonate functionalized carbon nanotubes (CNT)/PES, ~40–60 nm | Under a weak electric field, antibacterial properties were found for the synthesized membrane; no antibacterial properties was observed without the electric field | 2018 [54] |
Prefiltered (5–10 kDa, 10–30 kDa, >30 kDa) humic acid (815 ± 12 mg/L); Synthetic water sample (aq): NOM from lake sediment, separated in to (1) humic acid, (2) fulvic acid, and (3) hydrophilic substances, each adjusted to 5 mg DOC/L | Flux monitoring; UV spectrometer; Total organic carbon analyzer; AFM; Contact angle analyzer; Gel permeation chromatography; SEM; FTIR | Continuous DC up to 4 V/cm | Bench-scale up to 30 min; Dead-end; Parallel electrode plates (stainless steel) | PVDF, 10 kDa (~1.42 nm) | The electric field retains up to 10% more of the initial flux compared to without the electric field | 2019 [36] |
Humic acid (aq): 200 ppm (wt); Humic acid w/Na2SO4: humic acid, 200 ppm (wt), Na2SO4 0.05 M | Flux monitoring; Foulant rejection rate; Transmission electron microscopy; Linear sweep voltammetry | Continuous DC up to −0.5 V/cm | Bench-scale up to 140 min; Flat plate crossflow; Three-electrode system, the membrane as the working electrode and a parallel counter electrode (carbon nanotube) | Synthesized CNT/Al nanoparticles, 472 kDa dextran rejection (~26.9 nm) | Up to about 10% more of the initial flux retained by the electric field for humic acid solution; Up to about 5% more of the initial flux retained by the electric field for humic acid/Na2SO4 solution | 2019 [55] |
Feed Water Composition | Characterization of Membrane Fouling | Electric Field | Experimental Setup | Membrane Type | Fouling Mitigation Effect | Publication Year |
---|---|---|---|---|---|---|
Ibuprofen solution: 1, 10 or 20 mg/L, pH 2–7.3 | UV-vis spectrometer; SEM; | Continuous direct current of 1, 2 or 3 V (field strength unspecified) | Bench-scale up to 135 min; Dead-end; Membrane as the anode and a titanium ring separated by a rubber ring as cathode | Synthesized pristine multiwalled carbon nanotubes (MWCNT) or carboxylated multiwalled carbon nanotubes (MWCNT-COOH) | Near 100% removal of ibuprofen at pH at 3 V for MWCNT-COOH, compared to 0% removal at 0 V for both membranes at pH 2 or 6 | 2016 [56] |
Feed Water Composition | Characterization of Membrane Fouling | Electric Field | Experimental Setup | Membrane Type | Fouling Mitigation Effect | Publication Year |
---|---|---|---|---|---|---|
CaCO3 (aq): 5.5 mmol, pH 2–11 | Flux monitoring; Salt rejection rate measuring; SEM | Continuous alternating current 25 A, 50 Hz | Pilot-scale up to 38 h; Commercial RO module; Electric circuit coils around the RO module (copper) | Commercial RO module, unspecified material | The electromagnetic field retained about 20% more of the initial flow compared to without the field after operation, and rejected 20% more salt | 2016 [57] |
Groundwater: TDS 5670 ± 346 mg/L, pH 7.3 ± 0.1, conductivity 6300 ± 353 µS/cm, alkalinity 222 ± 20 mg/L (CaCO3 eq), Chloride 538.5 ± 24.1 mg/L, sulfate 2952.5 ± 234.6 mg/L, hardness 2488 ± 42 mg/L, Magnesium 486 ± 15 mg/L, potassium ±0.2 mg/L, silicon dioxide 22.5 ± 1.6 mg/L, sodium 691 ± 74 mg/L, strontium 8.2 ± 0.2 mg/L | Flux monitoring; Ion chromatography; SEM; EDS; X-ray diffraction | Continuous random electric field by HydroFLOW, 150 kHz | Pilot-scale up to 753 h; Commercial RO module; HydroFLOW (ferrites surrounded the tubing, magnetic fields along the ferrites induced by the electric field) | Commercial RO module, polyamide | The EMF significantly reduced membrane scaling and improved RO performance by 38.3% and 14.3% in terms of normalized water permeability decline rate after 150 h and 370 h operation, respectively. | 2019 [58] |
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Shen, Y.; Badireddy, A.R. A Critical Review on Electric Field-Assisted Membrane Processes: Implications for Fouling Control, Water Recovery, and Future Prospects. Membranes 2021, 11, 820. https://0-doi-org.brum.beds.ac.uk/10.3390/membranes11110820
Shen Y, Badireddy AR. A Critical Review on Electric Field-Assisted Membrane Processes: Implications for Fouling Control, Water Recovery, and Future Prospects. Membranes. 2021; 11(11):820. https://0-doi-org.brum.beds.ac.uk/10.3390/membranes11110820
Chicago/Turabian StyleShen, Yuxiang, and Appala Raju Badireddy. 2021. "A Critical Review on Electric Field-Assisted Membrane Processes: Implications for Fouling Control, Water Recovery, and Future Prospects" Membranes 11, no. 11: 820. https://0-doi-org.brum.beds.ac.uk/10.3390/membranes11110820