Open Access Article
E.
Mercer
ab,
C.
Davey
a,
Y. Bajón
Fernández
a,
S.
Septien
b,
S.
Tyrrel
a,
E.
Cartmell
c,
M.
Pidou
a and
E. J.
McAdam
*a
aCranfield Water Science Institute, Vincent Building, Cranfield University, Bedfordshire, UK. E-mail: e.mcadam@cranfield.ac.uk
bWASH R&D Centre, School of Engineering, University of KwaZulu-Natal, Durban, 4041, South Africa
cScottish Water, Castle House, Carnegie Campus, Dunfermline, UK
First published on 19th August 2024
Membrane processes are an established barrier technology for water reclamation from wastewater. Applied at a household scale to improve sanitation practice, membrane technology can disrupt the source–receptor pathway, alleviate water scarcity through eliminating flush water and recover clean water for reuse. However, blackwater comprises a distinct composition compared to municipal wastewater, and there is only limited understanding on whether membrane selectivity is sufficient to produce water of sufficient quality for reuse. In this study, pressure driven and thermally driven membranes are evaluated for their potential to treat blackwater, by relating selectivity to relevant water quality standards (ISO 30500) and the transmission of volatile organic compounds (VOCs) that are primarily associated with faecal odour, and thus constitute a critical challenge to water reuse. Both pressure driven (reverse osmosis) and thermally driven (membrane distillation and pervaporation) membranes were able to produce water that conformed to category B of the ISO 30500 standard for the majority of determinants. A critical limiting factor was in the selectivity for ammonia and odorous VOCs which were generally poorly removed by reverse osmosis and membrane distillation. The high ammonia transmission was accounted for by the elevated pH of blackwater which shifted the ammonium equilibria toward volatile ammonia which is poorly separated by RO polymers, and is free to diffuse through the gas-filled micropores of the membrane distillation membrane. In contrast, greater ammonia and VOC separation was evidenced for the pervaporation membrane due to advanced polymer–solute interactions. In a preliminary assessment, the hydrophilicity exhibited by the membrane was also advantageous to withstanding fouling. If complemented with a polishing step to target the residual COD and VOCs (that may be of similar origin), pervaporation could deliver to category A standard for non-potable reuse. This is particularly advantageous for water scarce regions where solar or liquified fuels may be applied in favour of electricity for off-grid sanitation.
Water impactThermally driven membrane processes have demonstrated water reuse potential from concentrated blackwater in terms of water quality, odour management and flux robustness. Facilitated by off grid heat sources such as waste heat or cooking gas, this presents an economically accessible alternative to conventional pressure driven membrane processes which rely on electricity. |
Barrier technology that can be practically implemented within a decentralised context presents an opportunity to break the source–receptor pathway, and offers protection to 29% of the global population that depend on water supplies of unknown provenance, which are commonly contaminated from poor sanitation practice.2 This is the key remit of the recently published ISO 30500 standard on non-sewered sanitation, which places emphasis on water reuse, to readdress water inequality introduced through water scarcity. This was exemplified by the approach of ‘day zero’ in Chennai and Cape Town, where communal water supply was no longer sustainable,5 which emphasised how important recovering even small water volumes could be, and may help to revalue barrier technology for implementation into the decentralised context. Membrane processes are an established barrier technology capable of direct and indirect potable water reuse schemes from municipal wastewater.6 The conventional two-stage ultrafiltration (UF) and reverse osmosis (RO) system used is commercially available for point-of-use potable applications (single household), demonstrating that economies of scale exist and may be amenable for decentralised sanitation. However, for point-of-use, power consumption is avoided through pre-pressurisation of the main supply, whereas a UF-RO sanitation system requires a feed pump to overcome osmotic pressures of ∼30 bar, due to the high salt content of urine (∼248 mEq L−1).7,8 This increases system cost and introduces a high peak power demand (but a low net energy demand). Membrane distillation (MD) and pervaporation (PV) employ a vapour pressure gradient to deliver permeate quality comparable to RO for desalination applications, due to the selectivity that is achievable for non-volatile contaminants.9–11 Whilst the source of heat restricts MD and PV, market penetration of liquefied fuels (propane and butane) has accelerated through government schemes (e.g. PMUY program) seeking to grow cleaner cooking fuels, and to ensure energy equity for women in below-poverty-line households.12 This has resulted in market penetration of liquified fuels into India of 95%, which exceeds grid produced electricity coverage, and as the unitary cost ($ kWh−1) is around 20% of power, thermally driven membrane processes may present a viable economic alternative for decentralised sanitation. This is complementary to other accessible heat sources including low grade waste heat and solar heat energy ranging from 4.5–7.5 kWh m−2 in water scarce areas.13
Non-sewered sanitation (NSS) systems typically accept blackwater, often with limited or no flush water, as transport within the sewerage network is no longer demanded.14 The resultant blackwater therefore comprises urine and faeces and is more concentrated than conventional blackwater, by over an order of magnitude.15 This feed chemistry is considerably more complex, comprising higher concentrations of pathogens, a broader MW (molecular weight) range of organics, and a transient solution chemistry (e.g. pH), all of which risk reducing permeate quality. The ISO 30500 standard assesses the safety of the outputs of an NSS technology treating blackwater. Pressure driven UF-RO and thermally driven MD have shown to comply to most of the ISO 30500 standards treating CB,10,16–18 while the robust MD operation achieving all ISO 30500 parameters has been demonstrated with upfront UF, which through size exclusion reduces the particulate and colloidal fraction contributing to membrane wetting, or utilising smaller pore sizes to increase the liquid entry pressure.18,19
The transport mechanisms in RO and MD are distinct and their role in fostering selectivity remains poorly understood for a wider variety of compound chemistries distinct to CB, particularly gaseous compounds or odour causing volatile organic compounds. While odour emissions are considered in the ISO 30500 standards, they are specific to the gas phase and not the liquid phase. However, taste and odour (T&O) is an aspect critical to water reuse as data from LIC surveys indicate that even if safe, malodourous water would likely be discarded, in preference for visually lower quality water that was odourless.20 Due to the volatile nature of these contaminants, the selectivity of the thermally driven processes is also challenged. Mercer et al.21 demonstrated the rejection and selective enrichment of faecal volatile T&O compounds by PV using hydrophilic and hydrophobic polymers respectively. This ultimately altered the compound concentration and mixture profile of VOCs, which are known to influence perception.21–24 Pervaporation is a thermally driven membrane process like MD. Although, unlike MD which is microporous like UF, it also possesses similarities to RO through the use of a dense membrane, where mass transfer is governed by interactions between the compound and polymer through a solution-diffusion model, with additional selectivity though steric hindrance size exclusion.25 Pervaporation may therefore provide an additional selective barrier for gas phase separation in thermal processes, with the polymer offering distinctive selectivity to the polymers employed in RO. While PV has been investigated for water recovery from urine26–32 and model faecal volatile organic compounds, it has not been examined with CB.
This study therefore aims to evaluate the suitability of pressure driven (dense RO) and thermally driven membrane processes (microporous MD and dense PV-hydrophilic and hydrophobic) for delivering safe sanitation and water reuse within a decentralised context. Specific objectives are to: (i) benchmark permeate quality against water reuse standards proposed for non-sewered sanitation (ISO 30500); (ii) evaluate the transport of the volatile fraction to determine how the driving force and material characteristics influence reuse quality; and (iii) undertake preliminary assessment of membrane permeability in response to concentrated blackwater treatment.
![]() | (1) |
| Reverse osmosis | Pervaporation | Membrane distillation | ||
|---|---|---|---|---|
| a Vacuum pressure; NAp: not applicable; NAv: not available. b Baker et al.25 c Liu et al.33 d Experimentally derived using the sessile drop method, Strobel et al.34 e Mark.35 f Bormashenko et al.36 | ||||
| Manufacturer (model) | TriSep | DeltaMem | Permselect | 3M™ Liqui-Cel™ |
| Model | (X201) | (Pervap™ 4101) | (PDMSXA-2500) | (MM1.7 × 5.5) |
| Material | Polyamide-urea | Polyvinyl alcohol | Polydimethylsiloxane | Polypropylene |
| Typical application | Desalination | Purification of organic mixtures | Removal of trace organic solvents from in industrial wastewaters | Desalination, process water treatment |
| Driving force | Pressure | Vapour pressure gradient | Vapour pressure gradient | Vapour pressure gradient |
| Membrane area (m2) | 0.00146 | 0.0153 | 0.25 | 0.54 |
| Membrane thickness (μm) | 100–150 | 0.5 | 55 | NAv |
| Pore size (μm) | <0.0005b | <0.0005b | <0.0005b | 0.04 |
| Contact angle | 28.5c | 43d | 116d | 104e |
| Hansen solubility δ (MPa m−1/2) | NAv | 25.78f | 15.59f | NAp |
| Geometry | Flat sheet | Flat sheet | Hollow fibre | Hollow fibre |
| Feed volume (mL) | 300 | 600 | 500 | 500 |
| Permeate volume (mL) | 20 | 20 | 5, 10, 20 | 5, 10, 20 |
| Recommended pressure (bar) | 7–21 | ≤1 | ≤1 | 0.04–0.2 |
| Operating pressure (bar) | 12 | 0.05a | 0.05a | 0.05a |
| Recommended operating temperature (°C) | 2–45 | ≤50 | ≤60 | 40 |
| Operating temperature (°C) | 20, 50 | 50 | 50 | 50 |
:
1 urine to faeces mass ratio, as this represents the typical proportion produced by an individual per day.37 Samples were vortexed for 30 seconds to homogenise, to simulate conditions similar to a dynamic system where agitation occurs. This ratio can be considered representative of the maximum faecal contamination of the solution phase, expected within NSS systems using a waterless flush (i.e. no flush water). The sample was pretreated by a passive filtration step through sand and cotton wool to limit the coarse material (e.g. unmasticated food) which could lead to blockage during pumping. All experiments were performed in accordance with guidelines set out on the anonymous collection of fresh urine and faeces from consenting volunteers and disposed of as biohazardous waste or through the normal sewerage system. This protocol was approved by the Cranfield University Research Ethics System (CURES, project ID 3022). Informed consents were obtained from human participants volunteering for this study.
The discharge and reuse standards contained within the recently published ISO 30500 standard on ‘Non Sewered Sanitation Systems’ sets out specified guideline values for ammonium (NH4+–N), total phosphorus (TP), chemical oxygen demand (COD), coliform forming units (CFU), total suspended solids (TSS) and pH as key parameters for evaluation.16 The purpose of this standard is for the certification of technologies explicitly developed to deliver safe sanitation at a single household scale, in order to reduce consumer risk at procurement. Consequently, membrane selectivity was characterised using these parameters together with conductivity. Data was triplicated however insufficient to conform to a 20% variance of at least five trials (as stated in the standard) and therefore the mean is only used as a quick reference to the guidelines, to benchmark the membrane technologies. For the determination of TP, NH4+–N and COD, proprietary wet chemistry methods were used coupled with quantitation by spectrophotometry (NOVA60 photometer, VWR, UK). The TSS, electrical conductivity and pH were measured using standard methods38 and a Jenway 4330 meter respectively (Cole Parmer, Staffordshire, UK). Total coliforms and E. coli coliform colony counts were based on methods 9215C, 9215D, 9922B and 9922D.38 Pathogen reduction was characterised using the log removal value (LRV):
![]() | (2) |
Nine VOCs were identified that represent commonly occurring compounds with differing chemical structures found in urine and faeces:24 sulfides (dimethyl disulfide), aromatic heterocycles (indole, skatole), phenols (p-cresol), alcohols (1-butanol), aldehydes (benzaldehyde), ketones (2-butanone) and esters (ethyl propionate, ethyl butyrate) (Table S1†), to provide an understanding of membrane selectivity. For synthetic solutions, a 1000 mg L−1 stock solution containing pure VOCs was first prepared in propylene glycol to dissolve all compounds. An aliquot was subsequently added to a pH 6.5 (to mimic fresh urine)37 buffered solution according to Robinson and Stokes,40 for the preparation of a synthetic feed standardised at 10 mg L−1 for all VOCs. All the samples were stored within gas tight 10 ml glass centrifugal vials (Cole Parmer, UK) and analysed on the same day as the trial. Analysis of VOCs involved a solid phase pre-concentration step (Oasis HLB SPE cartridge, 1 g, Waters, USA) followed by quantification using gas chromatography mass spectrometry (GC-MS) (TQ 8040, Shimadzu, UK). Full details of quantification and method validation can be found in the ESI† and Mercer et al.21 Membrane processes were compared by determining the separation of odourous VOCs using the ratio between the water flux and VOC flux, defined as:
![]() | (3) |
| Conductivity | TP | COD | |
|---|---|---|---|
| Reduction (%) | Removal efficiency (%) | Removal efficiency (%) | |
| Feed water temperature 50 °C, unless stated otherwise. Average feed conductivity, TP and COD is 13.07 mS cm−1, 203.39 mg L−1 and 15.36 g L−1 respectively. RO (reverse osmosis); PA-UREA (polyamide-urea); PV (pervaporation); PVA (polyvinyl alcohol); PDMS (polydimethylsiloxane); MD (membrane distillation); PP (polypropylene). Error represented as standard deviation of a triplicated experiment. | |||
| RO (PA-UREA) 20 °C | 88.3 ± 3.3 | 99.4 ± 0.2 | 98.6 ± 0.5 |
| RO (PA-UREA) | 86.4 ± 1.4 | 97.4 ± 1.2 | 98.8 ± 0.1 |
| PV (PVA) | 93.8 ± 5.5 | 100 ± 0 | 99.1 ± 0.4 |
| PV (PDMS) | 76.5 ± 4.8 | 99.9 ± 0 | 98.8 ± 0.7 |
| MD (PP) | 60.6 ± 8.1 | 99.7 ± 0.2 | 99.1 ± 0.3 |
| RO (PA-UREA) | PV (PVA) | PV (PDMS) | MD (PP) | ||
|---|---|---|---|---|---|
| 20 ºC | 50 ºC | 50 ºC | 50 ºC | 50 ºC | |
| RO (reverse osmosis); PA-UREA (polyamide-urea); PV (pervaporation); PVA (polyvinyl alcohol); PDMS (polydimethylsiloxane); MD (membrane distillation); PP (polypropylene); COD (chemical oxygen demand); TP (total phosphorus); NH4+–N (ammoniacal nitrogen); TN (total nitrogen) CFU (colony forming units). Shaded rows represent urban wastewater discharge limits according to the European Commission (91/271/EEC) as a reference. | |||||
| COD Category A (≤50 mg L−1) | ✗ (202) | ✗ (159) | ✗ (134) | ✗ (231) | ✗ (149) |
| COD Category B (≤150 mg L−1) | ✗ (202) | ✗ (159) | ✓ (134) | ✗ (231) | ✓ (149) |
| TP (≤2 mg L−1) | ✓ (0.9) | ✗ (4) | ✓ (ND) | ✓ (0.05) | ✓ (1.19) |
| TP (≥80 % reduction) | ✓ (99) | ✓ (98) | ✓ (>99) | ✓ (>99) | ✓ (>99) |
| NH4+–N (TN ≤ 15 mg L−1) | ✗ (462) | ✗ (382) | ✗ (36) | ✗ (854) | ✗ (2375) |
| NH4+–N (TN ≥ 70 % reduction) | ✓ (74) | ✓ (78) | ✓ (87) | ✗ (-162) | ✗ (−736) |
| CFU mL−1 (≤0.1 CFU mL−1) | ✓ (ND) | ✓ (ND) | ✓ (ND) | ✓ (ND) | ✓ (ND) |
| pH (6–9) | ✗ (9.5) | ✗ (10.1) | ✗ (9.3) | ✗ (9.86) | ✗ (10.5) |
ISO 30500 compliance was met by all membranes for the non-volatile contaminants. Rejections of >99% for TP were encountered for all processes other than RO operated at 50 °C where rejection was reduced to 97% (Table 2). The high RO rejection in this study with CB was similarly observed by Davey et al.17 who also observed >99% rejection for TP after UF-RO, demonstrating the robustness of RO when directly fed with CB. This consistently high rejection could be attributed to the fact that the majority of the TP content is present as the phosphate ion which is preferentially rejected due to electrostatic interaction.44,45 Furthermore, TP is predominantly non-volatile and therefore its transport was restricted for all thermally driven processes. The TP limit of 2 mg L−1 set out in the EU directive for urban waste-water treatment (91/271/EEC)46 was met by RO at 20 °C and all thermal processes (Table 3). Decreased rejection of solutes by RO at elevated temperatures can be ascribed to changes in the polymer structure, combined with reduced solvent viscosity, and increased solute diffusivity.47 However, the less stringent ISO 30500 removal efficiency target could also be achieved by RO at 50 °C (Table 3). The permeate of all membranes also presented no coliforms above the detection limit when challenged with concentrated blackwater E. coli concentrations up to 107 CFU mL−1 (Fig. 3), which achieved the ISO 30500 specifications (≤0.1 CFU mL−1, Table 3). The LRVs obtained were influenced by feed concentration and available permeate volume which determined detection limits. Reverse osmosis is dense and provides an absolute barrier to pathogens, hence its wide scale adoption for potable reuse from wastewater.48 Similarly, PV and MD (despite being microporous) also act as absolute barriers since the separation constitutes both size exclusion and selectivity toward volatile constituents.
The volatile ISO 30500 contaminant, ammonia, challenged the selectivity of the membrane processes which demonstrated NH4+–N separations of 74 ± 0.1, 78 ± 3, 87 ± 3, −162 ± 91 and −736 ± 283% for RO (20 °C), RO (50 °C), PV (PVA), PV (PDMS) and MD respectively. This is because ammonium rejection was impacted by urea hydrolysis, a naturally occurring process during urine storage which converts urea into ammonium and increases pH:49,50
| CO(NH2)2 + 3H2O → 2NH4+ + OH− + HCO3− | (4) |
The relative VOC to water flux for all membrane processes was first benchmarked using a synthetic VOC solution at 10 ppm (Fig. 4). Reverse osmosis demonstrated a VOC removal of 20–85% with selectivity (Fig. 5) strongly correlated to molecular weight (r = −0.85, n = 9, p = 0.003) and octanol water coefficient (r = −0.911, n = 9, p = 0.001) as reported by Altalyan et al.57 Rejection for RO was lower than PV(PVA) which removed VOCs by 65–80%. While transport phenomena are described by a solution-diffusion mechanism for both membranes, which comprise of glassy hydrophilic polymer characteristics, the difference can be ascribed to differences in the driving force applied, and distinctions in affinity of the polymeric substrate. For RO, pressure induces an osmotic gradient and the subsequent concentration polarisation causes solute flux to be higher than the water flux, thereby reducing selectivity. Concentration polarisation is similarly considered in pervaporation, but the role of the vapour pressure gradient is distinctive and thus selectivity is less sensitive to rejection. In contrast, the hydrophobic polydimethylsiloxane membrane concentrated all VOCs due to the material's selective preference to non-polar compounds.25 With the suite of compounds used in this study encompassing a large range of physico-chemical properties, selectivity in the PDMS was governed by vapour pressure, volatility and hydrophobicity as reported by Mercer et al.21 Membrane distillation illustrated a similar profile to PV(PDMS), however separation had a general dependency on boiling point (r = −0.862, n = 9, p = 0.003) or volatility (r = −0.701, n = 9, p = 0.036) due to the fact that the VOC transport is reliant on the vapour pressure gradient, rather than material interactions specifically.25
![]() | ||
| Fig. 5 Concentrated blackwater relative odour and taste of reverse osmosis permeate (a and b) and hydrophilic pervaporation permeate (c and d) according to the lowest reported odour and taste thresholds in water.58 Note: dotted line represents the threshold in which the compound can be detected with grey above white below the threshold respectively. | ||
When assessing selectivity with a real CB matrix, it was evident that VOCs were being produced during the experiment due to feed side microbial activity.39 For example, in the PV(PVA) evaluation, after almost 5 hours, the malodorous faecal compound skatole increased by 11-fold within the feed (Fig. S1†). Coupled with the extremely low odour threshold of skatole in water (0.0002 mg kg−1),58 its odour would be detected in the permeates of RO and PV(PVA) (Fig. 5). However the taste threshold is higher (0.05 mg kg−1)58 and therefore skatole would not be tasted using RO and PV(PVA) (Fig. 5). The breaches in T&O are therefore dependent on the respective thresholds of the compounds as also observed for ethyl butyrate, ethyl propionate, p-cresol and dimethyl disulfide which can be smelt or tasted at concentrations at least three orders of magnitude lower than the other compounds examined.58
Using the method of wastewater odour wheel classification,59,60 odour was qualitatively characterised for the thermally driven processes which selectively enriched or rejected VOCs. Three different odour outcomes were encountered, with little resemblance of concentrated blackwater due to alterations in the respective odour profiles (Table 4). Hydrophobic pervaporation (PDMS) produced the most hedonistically pleasant odour which was characteristic of a cleaning product due to the selective enrichment of alcohols, aldehydes, esters and ketones over the key malodourous ‘faecal like’ odours of indole, skatole and p-cresol, from having a higher vapour pressure of over an order of magnitude (Table S1†).21 The reduction of indole and skatole within the odour profile changed their overpowering faecal notes to floral notes, and as such these compounds are key constituents of jasmine perfume.22 The permeate could be associated with ‘sanitised’ water and therefore widely accepted. Hydrophilic (PVA) pervaporation, which reduced the VOC concentration but did not change the T&O profile, represented a chemical odour with similarities to body odour, unpleasant however not repulsive. Membrane distillation permeate was overpowered by ammonia causing a repulsive odour, even with a VOC profile similar to PDMS (Fig. 4). Distinctive T&O profiles are therefore facilitated by thermal and pressure driven processes, and can be strongly modified with polymeric solution-diffusion interactions. Importantly, this study has demonstrated how membranes can mitigate T&O detection for water reuse by reduction in concentration, and how material characterisation alter perception as practiced in the perfume industry.22 Due to the concentration of CB, it may still be necessary for complementary technology for T&O polishing to increase willingness to adopt water reuse from this specific water source.
| Membrane process (material) | Permeate odour descriptor |
|---|---|
| PV (pervaporation); PVA (polyvinyl alcohol); PDMS (polydimethylsiloxane); MD (membrane distillation); PP (polypropylene). | |
| PV (PVA) | Sweaty, chemical, sweet, onion |
| PV (PDMS) | Sweet, chemical, earthy, floral |
| MD (PP) | Pungent, ammonia, fishy, citrus |
• Pressure driven and hydrophobic thermally driven membranes mostly achieved category B of the ISO 30500 standards within a single stage. The critical weakness in selectivity lies with volatile contaminants such as ammonia and organics (residual COD as VOCs). Thermally driven hydrophilic PV complied closely to the category A ISO 30500 standards and demonstrated the highest rejection of VOCs by providing the greatest selectivity for water over all the membrane processes, due to its affinity to water based on polarity.
• Improved ammonia separation could be practically implemented by limiting faecal bacterial enzymic activity to mitigate urea hydrolysis through reducing faecal contamination, shortening residence time and increasing operating temperature. Such modifications will also assist in the mitigation of feed side bacterial VOC production.
• As direct reuse from blackwater is considered high risk, ISO 30500 (ref. 16) advises that category A effluent should be reused for flushing or toilet cleaning purposes which saves up to 25% of household water.62 However, this risk can be reduced if a multibarrier approach is implemented and the effluent is frequently monitored (i.e. through sudden changes in electrical conductivity as an indicator), enabling a further saving of 51% of household water if extended to laundry and all other non-food related reuse applications.62
Thermally driven PV membranes may offer a more robust solution to water reclamation by offering greater mitigation of volatile components (NH3, VOCs) than RO, a more robust barrier to pathogens than MD, and less sensitivity to fouling due to the limited convection experienced in permeation. By complementing PV with UF pretreatment, as would be standard for the household application of RO, a lower organic load to PV could improve resilience and achieve category A water reuse compliance. Importantly, the use of thermal membrane separation can broaden the applicability and affordability of high-performance off-grid sanitation through exploiting widely accessible thermal energy. Increased crosslinking of PVA, or use of ceramic zeolites may further enhance robustness in the long-term by reducing swelling which can further enhance selectivity above that illustrated within the present study. Common to both technologies is the challenge of concentrate production, which must be managed locally either through collection or treatment, but also offers significant opportunities for localised resource recovery enabling synergistic valuation to maintenance business models.
| CB | Concentrated blackwater |
| CFU | Coliform forming units |
| COD | Chemical oxygen demand |
| HF | Hollow fibre |
| ISO | International Standards Organisation |
| LD | Limit of detection |
| LIC | Low-income country |
| LRV | Log removal value |
| MD | Membrane distillation |
| MW | Molecular weight |
| NH3 | Ammonia |
| NH4+ | Ammonium |
| NH4–N | Ammoniacal nitrogen |
| NSS | Non-sewered sanitation |
| PA-UREA | Polyamide-urea |
| PDMS | Polydimethylsiloxane |
| PES | Polyethersulphone |
| PP | Polypropylene |
| PV | Pervaporation |
| PVA | Polyvinyl alcohol |
| RO | Reverse osmosis |
| SDG | Sustainable Development Goal |
| T&O | Taste and odour |
| TP | Total phosphorus |
| TSS | Total suspended solids |
| UF | Ultrafiltration |
| VOC | Volatile organic compound |
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4ew00200h |
| This journal is © The Royal Society of Chemistry 2024 |