Skip to main content
Springer Nature - PMC COVID-19 Collection logoLink to Springer Nature - PMC COVID-19 Collection
. 2022 Jun 18;29(53):80411–80421. doi: 10.1007/s11356-022-20903-w

Decontamination Assessment of Nanofiber-based N95 Masks

Raheleh Faridi-Majidi 1, Faezeh Norouz 2, Safieh Boroumand 1, Seyed Nasrollah Tabatabaei 2, Reza Faridi-Majidi 1,2,
PMCID: PMC9206400  PMID: 35716305

Abstract

As the world battles with the outbreak of the novel coronavirus, it also prepares for future global pandemics that threaten our health, economy, and survivor. During the outbreak, it became evident that use of personal protective equipment (PPE), specially face masks, can significantly slow the otherwise uncontrolled spread of the virus. Nevertheless, the outbreak and its new variants have caused shortage of PPE in many regions of the world. In addition, waste management of the enormous economical and environmental footprint of single use PPE has proven to be a challenge. Therefore, this study advances the theme of decontaminating used masks. More specifically, the effect of various decontamination techniques on the integrity and functionality of nanofiber-based N95 masks (i.e. capable of at least filtering 95% of 0.3 μm aerosols) were examined. These techniques include 70% ethanol, bleaching, boiling, steaming, ironing as well as placement in autoclave, oven, and exposure to microwave (MW) and ultraviolet (UV) light. Herein, filtration efficiency (by Particle Filtration Efficiency equipment), general morphology, and microstructure of nanofibers (by Field Emission Scanning Electron microscopy) prior and after every decontamination technique were observed. The results suggest that decontamination of masks with 70% ethanol can lead to significant unfavorable changes in the microstructure and filtration efficiency (down to 57.33%) of the masks. In other techniques such as bleaching, boiling, steaming, ironing and placement in the oven, filtration efficiency dropped to only about 80% and in addition, some morphological changes in the nanofiber microstructure were seen. Expectedly, there was no significant reduction in filtration efficiency nor microstructural changes in the case of placement in autoclave and exposure to the UV light. It was concluded that, the latter methods are preferable to decontaminate nanofiber-based N95 masks.

Keywords: Face masks, nanofibers; Filtration efficiency; Pressure drop; Microstructure

Introduction

Face masks are among the most important personal protective equipment (PPE) that are proven to reduce transmission risks of infectious airborne particles (Paxton et al. 2020). Airborne particles containing hazardous pathogens such as harmful viruses can cause serious health concerns from mild symptoms to, in the case of SARS, MERS, or the recent SARS-Cov-2, acute illness and even death (Bałazy et al. 2006). In a recent study by Haung et al., ‘increased availability of PPE’ ranks among the top four effective government intervention tactics to combat COVID-19 (Haug et al. 2020). Masks are particularly important because they can both be used to protect the user from infectious airborne viruses as well as to prevent further spread of the virus from the infected user. However, in the midst of a pandemic, surging demand for masks has increased concerns about their adequate supply (Mackenzie 2020; Liao et al. 2020). To respond to the current global needs, various studies have examined a number of decontamination techniques for the purpose of reusing masks (Fischer et al. 2020; Grinshpun, Yermakov, and Khodoun 2020; O'Hearn et al. 2020; Probst et al. 2020; Rubio-Romero et al. 2020; Viscusi, King, and Shaffer 2007; Smith et al. 2020; Fischer et al. 2020; Lore et al. 2012; Viscusi et al. 2009; Bergman et al. 2010; Viscusi et al. 2011; Gertsman et al. 2020; Woo et al. 2012; Bopp et al. 2020; Lowe et al. 2020; Juang and Tsai 2020; Yang et al. 2020). While masks fabricated by the conventional melt-blown technique (Sureka, Garg, and Misra 2020) are the subject of these studies, with the advent of nanofiber technology and their use in production of masks (Tebyetekerwa et al. 2020) and given the structural differences between the two, in this study changes in filtration efficiency, pressure drop, and microstructure of nanofiber-based masks post decontamination by chemical, irradiation, wet and dry heat are examined and discussed.

Although many potentially hazardous airborne viruses are in the range of hundreds of nanometers (Leung and Sun 2020), for the most part they can only travel when they are suspended in relatively large liquid droplets (Fennelly 2020). That is why standard N95 masks are considered adequate to capture most airborne particles (Paxton et al. 2020; Leung and Sun 2020). According to the National Institute for Occupational Safety and Health (NIOSH) regulations, 42 CFR 84 (NIOSH 1997), N95 masks must be able to prevent travers of at least 95% of 0.3 μm sodium chloride (NaCl) aerosol Particulate Matters (PM) (Bałazy et al. 2006). In addition, the pressure drop across the filtration layer at 85 L.min-1 must be blow 350 Pa (Konda et al. 2020). While conventional N95 masks based on melt-blown fabrication technique are arguably ineffective for particle size range of 0.1-0.3μm (Bałazy et al. 2006), researchers have turned to nanofibers for their higher surface area and smaller pore dimensions which provide enhanced filtration efficiency (Bałazy et al. 2006; Zhang et al. 2016; Wang et al. 2017). As seen in figure 1, a nanofiber-based mask is consisted of up to five nonwoven layers of which the middle layer is coated with nanofibers. In this configuration, highly porous and uniform structure of nanofibers allow air molecules to easily pass through the layers and as the result, this type of filtration is associated with a considerable lower pressure drop and improved breathability (Zhu et al. 2017).

Fig. 1.

Fig. 1

Structural layers of a nanofiber-based mask

Material and methods

Treatment methods and related conditions employed in this study are tabulated below (see Table 1). This selection was inspired by several other studies that examined the integrity of melt-blown based N95 masks after decontamination. In this study, all disposable nanofiber-based N95 masks were provided by ®Rima (FNM, Iran). For every method, three masks were randomly selected and grouped. All masks in this investigation came from a same production batch.

Table 1.

Decontamination methods of nanofiber-based N95 masks

Treatment Mode of Application Temperature (°C) Time
(min)
Ref.
Chemical
Ethanol Soaking in ethanol (70%) bath RT* 1 min (Smith et al. 2020)
Bleach Soaking in diluted sodium hypochlorite (0.5%) RT 10-30 min (Viscusi, King, and Shaffer 2007)
Wet heat
Autoclave Autoclaved in individually laminated bags 121 30 in (Bopp et al. 2020)
Steam Steaming on boiling water 100 10 min each side (Liao et al. 2020)
Boiling Soaking in boiling water 100 5 min (Juang and Tsai 2020)
Dry heat
Oven Static-air oven 75 30 min (Liao et al. 2020)
Ironing Dry ironing 150 5 secs (Lakdawala et al. 2011)
Irradiation
Ultraviolet Germicidal Irradiation (UVGI) Irradiated in UVGI cabinet (~250 nm, 6 W) RT 30 min each side (Lowe et al. 2020)
Microwave Irradiated in Microwave oven, 2450 MHz Cabinet temperature 10 min (Zhang et al. 2010)

*RT: Room Temperature

Treatment methods

Chemical (n=6):

The randomly selected masks were soaked in 70% ethanol (Pars, Iran) overnight to dry by air at room temperature (RT). In the case of bleaching, other samples were submersed in a bleaching solution of 0.5% sodium hypochlorite (Whitex Chemical Company, Iran) for 10 min, then rinsed with water and left to dry by air at RT for more evaluation.

Wet heat (n=9):

Boiling water, steaming on boiling water and autoclave (Reyhan Teb, RT2, 75) were applied to masks in this treatment group. Three samples were immersed in boiling water for 5 min. Another three samples were fixed on the top of a boiling water beaker to undergo steam for 10 min (applied to both sides). The last three samples in this group were autoclaved in individually laminated bags and treated at 121°C for 20 min.

Dry heat (n=6):

A static-air oven (Shimaz Co, Iran) was used for treating of three masks at 75°C for 30 min. Another three samples underwent ironing by a Philips ultra-smooth glide domestic iron set for about 5 seconds (150-170 °C). To avoid melting of the outer spun bond layer, the masks were covered with a cotton fabric.

Irradiation (n=6):

Three samples were placed separately inside a microwave (Techno Microwave Co, Iran) for 10 min to receive radiation. In order to avoid burning or melting, samples were first soaked in water prior to any microwave application. Also, in this group another three samples received Ultraviolet Germicidal Irradiation (UVGI) radiation using ®OsrumUVC lamp (~250 nm, 6W) for 20 min on each side.

Filtration efficiency and pressure drop

Treated samples plus three untreated samples that serve as control (n=30) were individually mounted on a custom-made opening (see figure 2) of a Particle Filtration Efficiency (PFE) equipment (FT150EA, FNM, Iran) that is equipped with a differential pressure transmitter (Rosemount Company, US). To evaluate filtration efficiency and pressure drop before and after treatment the PFE equipment is equipped with an opening area of 100 cm2 at 85 lpm. The measurement of the pressure drop in this equipment is based on a method described in a standard NIOSH documentation where the flow rate is calibrated to 85 lpm with a tolerance of +/-1.4 lpm.

Fig. 2.

Fig. 2

Particle Filtration Efficiency equipment to evaluate filtration efficiency

Field Emission Scanning Electron Microscopy (FESEM)

The morphology of nanofiber structure in every sample (n=30) was characterized using a Field Emission Scanning Electron Microscope (FEI NOVA NANOSEM 450, USA) at an accelerating voltage of 10 kV. Briefly, the samples were mounted onto aluminum stubs covered with conductive carbon tape. Then samples were gold-sputtered and the FESEM images were recorded.

Statistical methods

All experiments were done in triplicate. SPSS 18.0 statistical software (SPSS Inc., Chicago, Il, USA) was used to perform statistical analysis. Differences were determined by one-way ANOVA, followed by post-hoc Scheffe’s test method comparison. The obtained data are expressed as mean ± standard deviation. Significant difference between groups was awarded when p < 0.05.

Results and Discussion

As the pandemic due to COVID-19 takes its course around the globe, demand for protective gears such as face masks markedly increases. Evidently, in order to prevent virus transmission, health officials instruct citizens to wear masks when in public (Organization 2020; Cheng et al. 2020). This has led to a significant surge in demand for efficient masks in many places around the world. In addition, the cost of using a mask per person per day can lead to a mounting financial burden, especially for low-income families and those living in the developing world. Consequently, various decontamination protocols for the purpose of reusing masks have been proposed (Fischer et al. 2020; Grinshpun, Yermakov, and Khodoun 2020; O'Hearn et al. 2020; Probst et al. 2020; Rubio-Romero et al. 2020; Viscusi, King, and Shaffer 2007; Smith et al. 2020; Fischer et al. 2020; Lore et al. 2012; Viscusi et al. 2009; Bergman et al. 2010; Viscusi et al. 2011; Gertsman et al. 2020; Woo et al. 2012; Bopp et al. 2020; Lowe et al. 2020; Juang and Tsai 2020; Yang et al. 2020). Nevertheless, concerns on filtration efficiency and mask integrity post decontamination treatment are still apparent.

While conventional masks fabricated by melt-blown technology (Sureka, Garg, and Misra 2020; Tsai 2020) have been the target of several decontamination studies (Fischer et al. 2020; Yang et al. 2020; Woo et al. 2012), in this manuscript, nanofiber-based masks are subject to chemical (ethanol, and bleaching), wet heat (boiling, steam, and autoclave), dry heat (oven, ironing), and irradiation (microwave and UVGI) treatment protocols and analyzed. More specifically, filtration efficiency and morphology of nanofibers before and post-treatment have been assessed.

In order to examine structural integrity of the samples, SEM and FESEM images of polyamide 6 (PA6) electrospun nanofibers were obtained. Figure 3.a shows a cross-sectional SEM image of the nanofibers on a nonwoven substrate. These structures are in fact what will be found inside nanofiber-based N95 masks. The average diameter of the nanofibers is 163±43nm (see Figure 3b and 3c). The illustrated nanofiber layer with submicron pore size enables efficient filtration of particles larger than 0.3µm (PM 0.3µm). The ultrafine nanometer with the thickness of about 20 nm, formed within the nanofibrous structures that helps trap up to 95% of PM 0.3µm with a pressure drop range of 110-330 Pa (at 85 L.min-1), which follows the standard NIOSH guidelines for N95 masks (Zhang et al. 2016).

Fig. 3.

Fig. 3

a) Cross-sectional SEM image of PA6 electrospun nanofibers deposited on a nonwoven fabric, b) FESEM image of PA6 electrospun nanofiber layer, arrows show formation of nanonets between nanofibers, c) Diagram shows the size distribution of PA6 electrospun nanofibers

Other than structural integrity, performance integrity of the samples is also of vital importance. These are measurements of i) pressure drops across the fabric, otherwise known as breathability of the fabric, and ii) filtration efficiency of the samples to capture specific size range of aerosols. In fact, these deciding parameters place a sample in the N95 category according to the NIOSH system. In order to compare the performance integrity of the samples before and after decontamination, all samples underwent PEE treatment. Table 2 tabulates the results of this investigation.

Table 2.

Pressure Drop and Filtration efficiency before and after treatments.

Pressure Drop (Pa)
@ 85 L.min-1
Filtration Efficiency (%)
for PM = 0.3 μm
Before Treatment After Treatment p-value Before Treatment After Treatment p-value
Ethanol (70%) 158 162.33 0.831 98.96% 57.33% 0.0005
Bleaching 121.33 108.33 0.313 94.7% 89.2% 0.043
Boiling 134 151.33 0.103 98.66% 89% 0.005
Steam 147.66 150.66 0.815 98% 87% 0.080
Autoclave 171 158 0.463 99.6% 98% 0.006
Oven 147.33 127.66 0.007 99.9% 92.66% 0.489
Ironing 165.66 153.33 0.197 99.3% 98.33% 0.097
Microwave 147.33 141.33 0.818 97% 93.66% 0.523
UVGI 165 159 0.188 98.66% 98% 0.373

PM: Particulate Matters (PM)

UVGI: Ultraviolet Germicidal Irradiation

Ethanol

Expectedly, soaking samples in 70% ethanol has been shown effective for inactivation of viruses and bacteria situated on N95 masks (Fischer et al. 2020; Lin et al. 2018). However, in contrast to the virucidal and bactericidal effectiveness, filtration efficiency of ethanol-soaked samples is considerably lower compared to the untreated (see Table 2). This is in agreement with a previous report by Ullah et al. where application of ethanol to melt-blown based masks was explored (Ullah et al. 2020). According to Table 2, the filtration efficiency of ethanol treated masks reduced by 41.63% (p: 0.0005). In addition, the pressure drop increased by 4.33 Pa (p: 0.831). This indicates that, once a nanofiber-based N95 mask is soaked in ethanol, its breathability will reduce and it will fail to efficiently halt hazardous PM aerosols of 0.3 µm in diameter. This may be due to a sudden change in the surface tension of the nanofibers when the fibers absorb ethanol and then dry out (Nazeeri et al. 2020). As illustrated in Figure 4, nanofibers undergo a noticeable damage seen as large cavity formations due to laceration of nanofibers. This is also apparent in FESEM images shown in Figure 5a where fibers are disintegrated. This in fact explains lower filtration efficiency. On the other hand, ethanol can cause a swelling of the PA6 layer (Heffernan et al. 2013; Geens, Van der Bruggen, and Vandecasteele 2004) which forces pores to tighten in the microstructure and give rise to a pressure drop across the layer. However, it is likely that the main contributing factor for reduced breathability is the swelling of the nonwoven fabric by ethanol (Nazeeri et al. 2020). This fabric is often made out of polypropylene (PP) and once swollen, a dense network with lower surface area is formed that limits air flow. Although, the swelling of fabrics is less evident in the case of polyethylene terephthalate/polyvinylidene difluoride (PET/PVDF) nanofibers, but it can nevertheless adversely affect filtration efficiency (Ullah et al. 2020).

Fig. 4.

Fig. 4

Conformation of nanofiber layer deposited on nonwoven fabric a) before and b) after being soaked in ethanol

Fig. 5.

Fig. 5

FESEM images post application of a) 70% ethanol, b) bleach, c) boiling, d) steam, e) autoclave, f) static-air oven, g) conventional ironing, h) Microwave oven and i) Ultraviolet light. (13000X)

Bleaching

Bleach is a 5-15% solution of sodium hypochlorite (NaOCl) which can act as an oxidizing agent against bacteria and viruses (Viscusi et al. 2009). According to Table 2, application of bleach on nanofiber-based masks caused a drop in filtration efficiency from approximately 95% to 89.2% (p: 0.043), but at the same time, it increased breathability, i.e. the pressure drop value decreased from 121 Pa to 108 Pa (p: 0.313). The sudden decrease in pressure can be an indication of damage to the consistency of the fibers along the substrate. It is suggested that when PA6 nanofibers are exposed to NaOCl, a reduction of amine groups (N-H) due to the presence of oxidative chlorine, leads to a cleavage of polyamide linkage (Simon and Nghiem 2014). As seen in Figure 5b, this causes thinning of nanofibers and therefore formation of large pores within the membrane. The white arrow in this image marks a PM that has been trapped by the fibers

According to Viscusi et al., bleaching N95 masks by NaOCl for 30 minutes result in no significant change in the permeability of PM through the samples (Viscusi, King, and Shaffer 2007). Other groups have also reported minimum adverse effect on filtration efficiency of melt-blown based N95 masks after bleaching, however, persisting undesirable bleach odor post treatment has been apparent (Viscusi et al. 2009; Bergman et al. 2010). Therefore, while bleaching has not significantly affected filtration efficiency, concerns about toxic chemical residue and carcinogenic remains of bleach on the surface of the samples challenge the safety of this mode of decontamination.

Boiling

Boiling offers a simple alternative decontamination method that is accessible to most people (Gilbertson et al. 2020). Based on the findings, the filtration efficiency of PA6 nanofiber-based masks following boiling reduced from 98.66% to 89% (p: 0.005) and the pressure drop increased from 134 to 151 Pa (p: 0.103). This may be due to the thinning of the nanofibers when exposed to heated water thus forming large pores and cavities (Figure 5c). The white arrow in this figure marks an abnormal solidification of PA6 polymer in the midst of the fibers. It is speculated that the resulting morphological change is due to the absorbance of water molecules by hydrophilic groups (-COOH, -NH2 and -CO-NH-) available in PA6. This causes nanofibers to loosen their hydrogen bonds within their polymeric chains and dissolve (Tomara et al. 2019; Wevers et al. 2007; Razafimahefa et al. 2005). On the other hand, the hydrophobic part of PA6 (-(CH2)5-) results in partial aggregation of nanofibers (Razafimahefa et al. 2005). Similar studies suggest that while boiling does not alter the general appearance, filtration efficiency reduces and it is directly proportional to the number of heating cycles (Probst et al. 2020; Liao et al. 2020). Therefore, application of wet heat is generally not recommended to decontaminate N95 masks.

Steam

Application of heated steam is recommended by public health authorities to disinfect PPE against viruses (Yang and Wang 2020) and bacteria (Oztoprak, Kizilates, and Percin 2019). Interestingly, our findings indicate that while changes in pressure drop were not significant (p: 0.815), a meaningful reduction in filtration efficacy following steam exposure from 98% to 87% was apparent (p: 0.080). In the presence of water molecules, the electrical charges on the surface of nanofibers neutralizes thereby reducing filtration efficacy (Grinshpun, Yermakov, and Khodoun 2020). In addition, partial swelling due to the penetrating heated water molecules between nanofibers lead to an increase in diameter of nanofibers and a decrease in their surface area (see arrowhead in Figure 5d). This ultimately can result in a reduction of filtration efficiency (Wevers et al. 2007; Geens, Van der Bruggen, and Vandecasteele 2004).

Autoclave

The effectiveness of autoclave has been previously demonstrated by other studies as a decontamination method in laboratories and hospitals (Lin et al. 2018). In this method, unlike boiling and steam, a significant reduction in filtration efficiency was not evident (99.6% to 98%, p: 0.006). In addition, reduction in pressure drop post treatment was negligible (p: 0.463). Also, other than the loss of nanonets, no apparent change in the microstructure of the nanofibers that would alter filtration efficiency was detected (see Figure 5e).

However, it is reported that autoclaving common N95 masks in particular, reduces filtration efficiency due to the loss of electrical charge and damaged integrity (Grinshpun, Yermakov, and Khodoun 2020). While other studies support using autoclave for decontamination of masks (Harskamp et al. 2020). Our study supports the use of autoclaving for disinfecting PA6 nanofiber-based masks.

Dry Heat

Dry heat (oven) is known as an accessible decontamination method to inactivate viruses and bacteria (Tsai 2020; Rogers 2012). It has been reported that treatment with dry heat does not have a significant negative impact on filtration efficiency of common N95 masks (Fischer et al. 2020; Liao et al. 2020). In the following study, applying dry heat via an oven to decontaminate PA6 nanofibers-based masks led to a reduction in filtration efficiency (99.9% to 92.66%, p: 0.489) as well as a pressure drop (147 to 127 Pa, p: 0.007). In Figure 5f, a number of cavities with thick edges are observed across the membrane. Since the glass-transition temperature (Tg) of PA6 is 35–60°C (Maddah 2016; Guibo et al. 2013) and the disinfection of N95 masks in the oven occurs at 70°C, macromolecular movement increases and nanofibers stick together leading to cavity formation. In addition, some nanofibers increase in diameter at this temperature. Thus, reduction of efficiency and pressure drop after dry heat treatment may be due to the presence of these cavities.

Ironing

Among all potential decontamination methods, ironing is one of the most rapid and available methods to be used by the public. The effectiveness of ironing on inactivation of microorganisms and viruses has been reported by previous studies (Lakdawala et al. 2011; Rodriguez-Palacios et al. 2020). In our study, ironing did not significantly alter the filtration efficiency (99.3% to 98.33%, p: 0.097) or pressure drop (167 to 153 Pa, p: 0.197) of PA6 nanofibers. As seen in Figure 5g, ironing did not greatly alter the PA6 nanofiber membranes of masks but resulted in the disintegration of nanonets. Since the temperature of ironing was higher than the Tg of PA6, molecular movements are expected to lead to morphological changes. However, this does not actually happen due to the very short contact time with the mask. Although ironing does not significantly affect the microstructure of nanofibers, it may melt the PP spun bond (because of its Tm is160-208 C) (Maddah 2016) if the temperature is too high or ironed for too long. Therefore, this method largely depends on the individual using it.

Microwave

Microwave, which is presented as an electromagnetic wave in the frequency range of 300 MHz to 300 GHz, was presented as a technique for killing microorganisms in the mid-1980s. This technique relies on thermal energy to kill cells and microorganisms (Zhang et al. 2010). Microwave has been presented by different studies as a germicidal (Zhang et al. 2010) and virucidal (Woo et al. 2012) method to decontaminate masks for reuse when supply is short (for example, during the Covid-19 pandemic). We have shown that exposing PA6 nanofiber-based masks to microwave leads to a 3.33% reduction of filtration efficiency (from 97% to 93.66%, p: 0.523) along with a slight reduction in pressure drop (147 to 141 Pa, p: 0.818). In terms of macroscopic and microscopic features, no obvious changes are observed and nanofiber nanonets remain partly intact (Figure 5h).

Gertsman et al. (Gertsman et al. 2020) reported in a systematic review that microwave intervention in moist or dry conditions can decontaminate common N95 masks to be reused under NIOSH. However, Viscusi et al. have shown that decontaminating masks in dry microwave leads to melting (Viscusi et al. 2009; Viscusi, King, and Shaffer 2007). Others and we have shown that microwaving in a moist condition does not harm the mask structure and yields acceptable results in terms of filtration properties (Gertsman et al. 2020; Viscusi et al. 2011).

Ultraviolet

UVGI was previously confirmed to be an effective decontamination method against the influenza virus, H1N1 (Heimbuch et al. 2011; Mills et al. 2018), H5N1 (Lore et al. 2012), Covid-19 (Fischer et al. 2020), and bacteriophage MS2 (Fisher and Shaffer 2011) on masks (Yang et al. 2020; Anderson and Eng). Here, UVGI-treated PA6 nanofiber-based masks showed a 0.66% reduction in filtration efficiency (98.66% to 98.00%, p: 0.373) and a reduction in pressure drop (165 Pa to 159 Pa, p: 0.188) which are not significant. Microscopic features following UVGI treatment (Figure 5i) show thinner and partly broken up nanofibers as well as the absence of nanonets. However, the integrity of nanofiber membranes is preserved. The UVGI method was not destructive enough to reduce the filtration efficiency of PA6 nanofiber-based masks. However, previous work used FTIR characterization to show that longer exposure of PA6 nanofibers to UVGI can lead to an increase in the C=O peak of 1710 cm-1 which is related to oxidation and degradation of the nanofibers (Pinpathomrat, Yamada, and Yokoyama 2020). Therefore, at longer exposure times and repeated disinfection cycles, UVGI may damage the nanofibers by physical degradation (Tian et al. 2018; O'Hearn et al. 2020). In agreement with this finding, we show that applying UVGI for one cycle (20 min) is not destructive in terms of filtration efficiency of PA6 nanofiber masks and can preserve the eligibility criteria of NIOSH. Similar results have been reported for N95 masks where UVGI does not affect the integrity, ability to filter aerosols, and ability to adapt to the face. In addition, it does not leave a smell or irritating/toxic residues. Finally, UVGI treatment of N95 masks does not create significant changes in appearance even when multiple disinfection cycles are performed (Salter et al. 2010; Bergman et al. 2010; Fischer et al. 2020; Liao et al. 2020; Fisher et al. 2009; Fisher and Shaffer 2011; Heimbuch et al. 2011; Viscusi et al. 2011; Lindsley et al. 2015; Lin et al. 2018).

Figures 6 and 7 illustrate changes in filtration efficiency and pressure drop before and after each decontamination method outlined above.

Fig. 6.

Fig. 6

Filtration efficiency before and after treatment

Fig. 7.

Fig. 7

Pressure drop before and after treatment

On the issue of PA6 nanofiber masks, investigations reveal that ethanol decontamination methods are not suitable because of a 42.66% reduction in filtration efficiency. In addition, concerns about odor and toxicity with bleaching make this method inappropriate. Boiling, steam, microwave and oven methods are associated with a reduction in filtration efficiency to 90%. Although ironing did not reduce filtration efficiency significantly, it is not recommended as it is dependent on the individual and can melt PP. UVGI and autoclave are the best methods to disinfect PA6 nanofiber masks without changing the microstructure and filtration efficiency (Figure 8). Changes in pressure drop for all methods is not a criterion for NIOSH standards for N95 respirators (Figure7). After decontamination, no apparent change in the visual appearance of the masks was detected.

Fig. 8.

Fig. 8

Reduction of filtration efficiency after treatments

Conclusion

The effects of various decontamination methods on the filtration performance and microstructural changes of PA6 nanofiber masks were evaluated. We found that alterations in microstructure of PA6 nanofibers imposed by each method is directly proportionate to changes in filtration efficiency. 70% ethanol causes a significant reduction (p: 0.2332) in filtration efficiency due to the deteriorative effects on nanofiber structure and is not recommenced. Bleaching is not an appropriate disinfection method for masks due to concerns about odor and toxicity, although the reduction in filtration efficiency was not as much as that observed with ethanol. UVGI and autoclave treatments had small effects on the structure of nanofibers, which did not reduce filtration efficiency below 95% (respectively p: 0.008, 0.009). When disinfected with UVGI or autoclave, masks still meet N95 standards. Masks decontaminated via other methods described here had a filtration efficiency greater than 80% even though small changes in the nanofiber microstructure were observed. These masks are not qualified as N95. For all decontamination methods, changes in pressure drop are not determining, as it is not a rule out criteria for NIOSH standards for N95 respirators. It is important to note that the consumption of an unused mask instead of a decontaminated one, particularly for health workers who are in direct contact with Covid-19 patients is rationally preferred. Nevertheless, this manuscript offers incites on various decontamination methods to help extend its usage should it become scarce.

Acknowledgements

The authors acknowledge that the funding for the present manuscript has been provided by the research and development department at Fanavaran Nano-Meghyas (FNM Co. Ltd.).

Authors contributions

Reza Faridi-Majidi: Project supervisor and funding

Seyed Nasrollah Tabatabei: Experimental design and manuscript editing

Raheleh Faridi-Majidi: Methodology and manuscript preparation

Faezeh Norouz: Manuscript writing and data analysis

Safieh Boroumand: Manuscript writing

Funding

The present research was supported by the R&D department of Fanavaran Nano-Meghyas Co., Tehran, Iran

Availability and material

All the data and material pertinent to this manuscript are included and have been reviewed by all authors.

Declarations

Ethical approval

No ethical approval was needed for this study.

Consent to participate

Contribution of no participant was needed for this study.

Consent to publish

All authors consent to publish the findings that are presented in this manuscript.

Competing interest

Reza Faridi-Majidi, Raheleh Faridi-Majidi, and Safieh Boroumand are affiliated with Fanavaran Nano-Meghyas Co. that manufactures machinery for production of nanofiber-based media.

Footnotes

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  1. Anderson, William A, and P Eng. 'UV Disinfection of N95 Filtering Facepiece Respirators: A Brief Review'.
  2. Bałazy Anna, Toivola Mika, Adhikari Atin, Sivasubramani Satheesh K, Reponen Tiina, Grinshpun Sergey A. Do N95 respirators provide 95% protection level against airborne viruses, and how adequate are surgical masks? American journal of infection control. 2006;34:51–57. doi: 10.1016/j.ajic.2005.08.018. [DOI] [PubMed] [Google Scholar]
  3. Bergman Michael S, Viscusi Dennis J, Heimbuch Brian K, Wander Joseph D, Sambol Anthony R, Shaffer Ronald E. Evaluation of multiple (3-cycle) decontamination processing for filtering facepiece respirators. Journal of Engineered Fibers and Fabrics. 2010;5:155892501000500405. doi: 10.1177/155892501000500405. [DOI] [Google Scholar]
  4. Bopp, Nathen E, Donald H Bouyer, Christopher M Gibbs, Joan E Nichols, Corrie A Ntiforo, and Miguel A Grimaldo. 2020. 'Multicycle Autoclave Decontamination of N95 Filtering Facepiece Respirators', Appl Biosaf. 1535676020924171. [DOI] [PMC free article] [PubMed]
  5. Cheng, Vincent CC, Shuk-Ching Wong, Vivien WM Chuang, Simon YC So, Jonathan HK Chen, Siddharth Sridhar, Kelvin KW To, Jasper FW Chan, Ivan FN Hung, and Pak-Leung Ho. 2020. 'The role of community-wide wearing of face mask for control of coronavirus disease 2019 (COVID-19) epidemic due to SARS-CoV-2', J Infect. [DOI] [PMC free article] [PubMed]
  6. Fennelly, Kevin P. 2020. 'Particle sizes of infectious aerosols: implications for infection control', Lancet Respir Med. [DOI] [PMC free article] [PubMed]
  7. Fischer, Robert J, Dylan H Morris, Neeltje van Doremalen, Shanda Sarchette, M Jeremiah Matson, Trenton Bushmaker, Claude Kwe Yinda, Stephanie N Seifert, Amandine Gamble, and Brandi N Williamson. 2020a. 'Assessment of N95 respirator decontamination and re-use for SARS-CoV-2', medRxiv. 2020b. 'Effectiveness of N95 respirator decontamination and reuse against SARS-CoV-2 virus', Emerg Infect Dis. 26: 2253. [DOI] [PMC free article] [PubMed]
  8. Fisher Edward M, Shaffer Ronald E. A method to determine the available UV-C dose for the decontamination of filtering facepiece respirators. Journal of applied microbiology. 2011;110:287–95. doi: 10.1111/j.1365-2672.2010.04881.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Fisher Edward, Rengasamy Samy, Viscusi Dennis, Vo Evanly, Shaffer Ronald. Development of a test system to apply virus-containing particles to filtering facepiece respirators for the evaluation of decontamination procedures. Applied and Environmental Microbiology. 2009;75:1500–07. doi: 10.1128/AEM.01653-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Geens J, Van der Bruggen Bart, Vandecasteele Carlo. Characterisation of the solvent stability of polymeric nanofiltration membranes by measurement of contact angles and swelling. Chemical engineering science. 2004;59:1161–64. doi: 10.1016/j.ces.2004.01.003. [DOI] [Google Scholar]
  11. Gertsman, Shira, Anirudh Agarwal, Katharine O’Hearn, Richard Webster, Anne Tsampalieros, Nick Barrowman, Margaret Sampson, Lindsey Sikora, Emiliyan Staykov, and Rhiannon Ng. 2020. 'Microwave-and heat-based decontamination of n95 filtering facepiece respirators: a systematic review', J Hosp Infect. [DOI] [PMC free article] [PubMed]
  12. Gilbertson, Jennifer, Manjari Quintanar-Solares, Frode Liland, and Susan Niermeyer. 2020. 'High-Level Disinfection of Reusable Neonatal Resuscitation Equipment through Boiling and Steaming', J Hosp Infect. [DOI] [PubMed]
  13. Grinshpun Sergey A, Yermakov Michael, Khodoun Marat. Autoclave sterilization and ethanol treatment of re-used surgical masks and N95 respirators during COVID-19: impact on their performance and integrity. Journal of Hospital Infection. 2020;105:608–14. doi: 10.1016/j.jhin.2020.06.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Guibo Yin, Qing Zhao, Yahong Zhao, Yin Yuan, Yumin Yang. The electrospun polyamide 6 nanofiber membranes used as high efficiency filter materials: Filtration potential, thermal treatment, and their continuous production. Journal of Applied Polymer Science. 2013;128:1061–69. doi: 10.1002/app.38211. [DOI] [Google Scholar]
  15. Harskamp, Ralf E, Bart van Straten, Jonathan Bouman, Bernadette van Maltha-van Santvoort, John J van den Dobbelsteen, Joost RM van der Sijp, and Tim Horeman. 2020. 'Reprocessing filtering facepiece respirators in primary care using medical autoclave: prospective, bench-to-bedside, single-centre study', BMJ open. 10: e039454. [DOI] [PMC free article] [PubMed]
  16. Haug, Nils, Lukas Geyrhofer, Alessandro Londei, Elma Dervic, Amélie Desvars-Larrive, Vittorio Loreto, Beate Pinior, Stefan Thurner, and Peter Klimek. 2020. 'Ranking the effectiveness of worldwide COVID-19 government interventions', Nat Hum behav. 1-10. [DOI] [PubMed]
  17. Heffernan Rory, Semião AJC, Desmond P, Cao Huayu, Safari Ashkan, Habimana Olivier, Casey Eoin. Disinfection of a polyamide nanofiltration membrane using ethanol. Journal of membrane science. 2013;448:170–79. doi: 10.1016/j.memsci.2013.07.069. [DOI] [Google Scholar]
  18. Heimbuch Brian K, Wallace William H, Kinney Kimberly, Lumley April E, Chang-Yu Wu, Woo Myung-Heui, Wander Joseph D. A pandemic influenza preparedness study: use of energetic methods to decontaminate filtering facepiece respirators contaminated with H1N1 aerosols and droplets. American journal of infection control. 2011;39:e1–e9. doi: 10.1016/j.ajic.2010.07.004. [DOI] [PubMed] [Google Scholar]
  19. Juang, Pascal SC, and Peter Tsai. 2020. 'N95 Respirator Cleaning and Reuse Methods Proposed by the Inventor of the N95 Mask Material', J Emerg Med. [DOI] [PMC free article] [PubMed]
  20. Konda Abhiteja, Prakash Abhinav, Moss Gregory, Schmoldt Mike, Grant Gregory, Guha Supratik. Correction to Aerosol Filtration Efficiency of Common Fabrics Used in Respiratory Cloth Masks. ACS nano. 2020;14:10742–43. doi: 10.1021/acsnano.0c04676. [DOI] [PubMed] [Google Scholar]
  21. Lakdawala N, Pham J, Shah M, Holton J. Effectiveness of low-temperature domestic laundry on the decontamination of healthcare workers' uniforms. Infection Control & Hospital Epidemiology. 2011;32:1103–08. doi: 10.1086/662183. [DOI] [PubMed] [Google Scholar]
  22. Leung, Wallace Woon Fong, and Qiangqiang Sun. 2020. 'Electrostatic charged nanofiber filter for filtering airborne novel coronavirus (COVID-19) and nano-aerosols', Sep Purif Technol. 116886. [DOI] [PMC free article] [PubMed]
  23. Liao, Lei, Wang Xiao, Mervin Zhao, Xuanze Yu, Haotian Wang, Qiqi Wang, Steven Chu, and Yi Cui. 2020. 'Can N95 respirators be reused after disinfection? How many times?', ACS nano. [DOI] [PubMed]
  24. Lin T-H, Tang F-C, Hung P-C, Hua Z-C, Lai C-Y. Relative survival of Bacillus subtilis spores loaded on filtering facepiece respirators after five decontamination methods. Indoor air. 2018;28:754–62. doi: 10.1111/ina.12475. [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Lindsley William G, Martin Jr Stephen B, Thewlis Robert E, Sarkisian Khachatur, Nwoko Julian O, Mead Kenneth R, Noti John D. Effects of ultraviolet germicidal irradiation (UVGI) on N95 respirator filtration performance and structural integrity. Journal of occupational and environmental hygiene. 2015;12:509–17. doi: 10.1080/15459624.2015.1018518. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Lore Michael B, Heimbuch Brian K, Brown Teanne L, Wander Joseph D, Hinrichs Steven H. Effectiveness of three decontamination treatments against influenza virus applied to filtering facepiece respirators. Annals of occupational hygiene. 2012;56:92–101. doi: 10.1093/annhyg/mer054. [DOI] [PubMed] [Google Scholar]
  27. Lowe, John J, Katie D Paladino, Jerald D Farke, Kathleen Boulter, Kelly Cawcutt, Mark Emodi, Shawn Gibbs, Richard Hankins, Lauren Hinkle, and Terry Micheels. 2020. 'N95 filtering facepiece respirator ultraviolet germicidal irradiation (UVGI) process for decontamination and reuse', Neb Med.
  28. Mackenzie, Dana. 2020. 'Reuse of N95 masks', Eng. (Beijing, China). [DOI] [PMC free article] [PubMed]
  29. Maddah Hisham A. Polypropylene as a promising plastic: A review. Am. J. Polym. Sci. 2016;6:1–11. [Google Scholar]
  30. Mills Devin, Harnish Delbert A, Lawrence Caryn, Sandoval-Powers Megan, Heimbuch Brian K. Ultraviolet germicidal irradiation of influenza-contaminated N95 filtering facepiece respirators. American journal of infection control. 2018;46:e49–e55. doi: 10.1016/j.ajic.2018.02.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. National Institute for Occupational Safety and Health (NIOSH) (1997) 42 CFR 84 Respiratory Protective Devices; Final Rules and Notice. U.S. Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health; Washington, DC, USA: 1997. Federal Register 60:110
  32. Nazeeri, Albert I, Isaac A Hilburn, Daw-An Wu, Kabir A Mohammed, D Yovan Badal, Moses HW Chan, and Joseph L Kirschvink. 2020a. "An Efficient Ethanol-Vacuum Method for the Decontamination and Restoration of Polypropylene Microfiber N95 Medical Masks & Respirators." In.: Posted April. 2020b. 'Ethanol-Drying Regeneration of N95 Respirators', medRxiv.
  33. O'Hearn K, Gertsman S, Sampson M, Webster R, Tsampalieros A, Ng R, Gibson J, Lobos AT, Acharya N, Agarwal A, Boggs S, Chamberlain G, Staykov E, Sikora L, McNally JD. Decontaminating N95 and SN95 masks with ultraviolet germicidal irradiation does not impair mask efficacy and safety. Journal of Hospital Infection. 2020;106:163–75. doi: 10.1016/j.jhin.2020.07.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  34. Organization, World Health. 2020. "Advice on the use of masks in the context of COVID-19: interim guidance, 5 June 2020." In.: World Health Organ.
  35. Oztoprak, Nefise, Filiz Kizilates, and Duygu Percin. 2019. 'Comparison of steam technology and a two-step cleaning (water/detergent) and disinfecting (1,000 resp. 5,000 ppm hypochlorite) method using microfiber cloth for environmental control of multidrug-resistant organisms in an intensive care unit', GMS Hyg Infect Control. 14. [DOI] [PMC free article] [PubMed]
  36. Paxton, Naomi C, David P Forrestal, Mathilde Desselle, Marianne Kirrane, Clair Sullivan, Sean K Powell, and Maria A Woodruff. 2020. 'N95 Respiratory Masks for COVID-19: A Review of the Literature to Inform Local Responses to Global Shortages'.
  37. Pinpathomrat Badin, Yamada Kazushi, Yokoyama Atsushi. The effect of UV irradiation on polyamide 6/carbon-fiber composites based on three-dimensional printing. SN Applied Sciences. 2020;2:1–9. doi: 10.1007/s42452-020-03319-4. [DOI] [Google Scholar]
  38. Probst, Livia Fernandes, Ana Tereza Gomes Guerrero, Andréia Insabralde de Queiroz Cardoso, Antônio José Grande, Mariana Garcia Croda, James Venturini, Maria Cristina de Camargo Fonseca, Anamaria Mello Miranda Paniago, and Jorge Otávio Maia Barreto. 2020. 'Decontamination Methods for Respiratory Protection Mask Model N95: A Rapid Review'. [DOI] [PMC free article] [PubMed]
  39. Razafimahefa Lova, Chlebicki Sabine, Vroman Isabelle, Devaux Eric. Effect of nanoclay on the dyeing ability of PA6 nanocomposite fibers. Dyes and pigments. 2005;66:55–60. doi: 10.1016/j.dyepig.2004.08.012. [DOI] [Google Scholar]
  40. Rodriguez-Palacios Alex, Cominelli Fabio, Basson Abigail R, Pizarro Theresa T, Ilic Sanja. Textile Masks and Surface Covers—A Spray Simulation Method and a “Universal Droplet Reduction Model” Against Respiratory Pandemics. Frontiers in Medicine. 2020;7:260. doi: 10.3389/fmed.2020.00260. [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Rogers, WJ. 2012. 'Steam and dry heat sterilization of biomaterials and medical devices.' in, Sterilisation Biomater Med Devices. (Elsevier).
  42. Rubio-Romero, Juan Carlos, María del Carmen Pardo-Ferreira, Juan Antonio Torrecilla García, and Santiago Calero-Castro. 2020. 'Disposable masks: Disinfection and sterilization for reuse, and non-certified manufacturing, in the face of shortages during the COVID-19 pandemic', Saf Sci. 104830. [DOI] [PMC free article] [PubMed]
  43. Salter WB, Kinney K, Wallace WH, Lumley AE, Heimbuch BK, Wander JD. Analysis of residual chemicals on filtering facepiece respirators after decontamination. Journal of occupational and environmental hygiene. 2010;7:437–45. doi: 10.1080/15459624.2010.484794. [DOI] [PMC free article] [PubMed] [Google Scholar]
  44. Simon, Alexander R, and Long D Nghiem. 2014. 'Effects of hypochlorite exposure on morphology and trace organic contaminant rejection by NF/RO membranes'.
  45. Smith, Jeffrey S, Haley Hanseler, John Welle, Rogan Rattray, Mary Campbell, Tacy Brotherton, Tarsem Moudgil, Thomas F Pack, Keith Wegmann, and Shawn Jensen. 2020. 'Effect of various decontamination procedures on disposable N95 mask integrity and SARS-CoV-2 infectivity', J Clin Transl Sci. 1-14. [DOI] [PMC free article] [PubMed]
  46. Sureka Binit, Garg Mahendra Kumar, Misra Sanjeev. N95 respirator and surgical mask in the pandemic of COVID-19. Annals of Thoracic Medicine. 2020;15:247. doi: 10.4103/atm.ATM_264_20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  47. Tebyetekerwa Mike, Zhen Xu, Yang Shengyuan, Ramakrishna Seeram. Electrospun nanofibers-based face masks. Advanced Fiber Materials. 2020;2:161–66. doi: 10.1007/s42765-020-00049-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  48. Tian, Mingwei, Zongqian Wang, Lijun Qu, Ke Wang, Shifeng Zhu, Xiansheng Zhang, and Ruichao Liu. 2018. 'Enhanced UV photo-stabilization of Nylon 6 filament with reduced graphene oxide/polyurethane nanocomposite Inks', Int J Cloth Sci Technol.
  49. Tomara Georgia N, Karahaliou Panagiota K, Anastassopoulos Dimitris L, Georga Stavroula N, Krontiras Christoforos A, Karger-Kocsis Jozsef. Effect of moisture and filler content on the structural, thermal and dielectric properties of polyamide-6/boehmite alumina nanocomposites. Polymer International. 2019;68:871–85. doi: 10.1002/pi.5777. [DOI] [Google Scholar]
  50. Tsai Peter. Performance of masks and discussion of the inactivation of SARS-CoV-2. Engineered Science. 2020;10:1–7. [Google Scholar]
  51. Ullah Sana, Ullah Azeem, Lee Jaeyun, Jeong Yeonsu, Hashmi Motahira, Zhu Chunhong, Joo Kye Il, Cha Hyung Joon, Kim Ick Soo. Reusability comparison of melt-blown vs nanofiber face mask filters for use in the coronavirus pandemic. ACS Applied Nano Materials. 2020;3:7231–41. doi: 10.1021/acsanm.0c01562. [DOI] [PubMed] [Google Scholar]
  52. Viscusi Dennis J, Bergman Michael S, Eimer Benjamin C, Shaffer Ronald E. Evaluation of five decontamination methods for filtering facepiece respirators. Annals of occupational hygiene. 2009;53:815–27. doi: 10.1093/annhyg/mep070. [DOI] [PMC free article] [PubMed] [Google Scholar]
  53. Viscusi Dennis J, Bergman Michael S, Novak Debra A, Faulkner Kimberly A, Palmiero Andrew, Powell Jeffrey, Shaffer Ronald E. Impact of three biological decontamination methods on filtering facepiece respirator fit, odor, comfort, and donning ease. Journal of occupational and environmental hygiene. 2011;8:426–36. doi: 10.1080/15459624.2011.585927. [DOI] [PubMed] [Google Scholar]
  54. Viscusi Dennis J, King William P, Shaffer Ronald E. Effect of decontamination on the filtration efficiency of two filtering facepiece respirator models. Journal-International Society for Respiratory Protection. 2007;24:93. [Google Scholar]
  55. Wang, Jiaona, Weiwei Zhao, Bin Wang, Guangling Pei, and Congju Li. 2017. 'Multilevel‐layer‐structured polyamide 6/poly (trimethylene terephthalate) nanofibrous membranes for low‐pressure air filtration', J Appl Polym Sci. 134.
  56. Wevers, Marjoleine GM, Vincent BF Mathot, Thijs FJ Pijpers, Bart Goderis, and Gabriel Groeninckx. 2007. 'Full dissolution and crystallization of polyamide 6 and polyamide 4.6 in water and ethanol.' in, Prog Underst Polym Cryst. (Springer).
  57. Woo Myung-Heui, Grippin Adam, Chang-Yu Wu, Wander Joseph. Microwave-irradiation-assisted HVAC filtration for inactivation of viral aerosols. Aerosol and Air Quality Research. 2012;12:295–303. doi: 10.4209/aaqr.2011.11.0193. [DOI] [Google Scholar]
  58. Yang, Hua, Jiajia Hu, Ping Li, and Chengliang Zhang. 2020. 'Ultraviolet germicidal irradiation for filtering facepiece respirators disinfection to facilitate reuse during COVID-19 pandemic: A review', Photodiagn Photodyn ther. 101943. [DOI] [PMC free article] [PubMed]
  59. Yang Penghui, Wang Xiliang. COVID-19: a new challenge for human beings. Cellular & molecular immunology. 2020;17:555–57. doi: 10.1038/s41423-020-0407-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  60. Zhang Qi, Damit Brian, Welch James, Park Hyoungjun, Chang-Yu Wu, Sigmund Wolfgang. Microwave assisted nanofibrous air filtration for disinfection of bioaerosols. Journal of Aerosol Science. 2010;41:880–88. doi: 10.1016/j.jaerosci.2010.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  61. Zhang Shichao, Liu Hui, Jianyong Yu, Luo Wenjing, Ding Bin. Microwave structured polyamide-6 nanofiber/net membrane with embedded poly (m-phenylene isophthalamide) staple fibers for effective ultrafine particle filtration. Journal of Materials Chemistry A. 2016;4:6149–57. doi: 10.1039/C6TA00977H. [DOI] [Google Scholar]
  62. Zhu Miaomiao, Han Jingquan, Wang Fang, Shao Wei, Xiong Ranhua, Zhang Qilu, Pan Hui, Yang Yong, Samal Sangram Keshari, Zhang Feng. Electrospun nanofibers membranes for effective air filtration. Macromolecular Materials and Engineering. 2017;302:1600353. doi: 10.1002/mame.201600353. [DOI] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All the data and material pertinent to this manuscript are included and have been reviewed by all authors.


Articles from Environmental Science and Pollution Research International are provided here courtesy of Nature Publishing Group

RESOURCES