INTRODUCTION
Water pollution from industrial processes, particularly the discharge of synthetic dyes and other organic contaminants, remains a major environmental issue 1,2. These pollutants are often toxic, persistent, and resistant to natural degradation, posing risks to aquatic ecosystems and human health 3,4. Conventional water treatment methods, such as coagulation, chemical oxidation, and biological processes, often fall short in effectively removing dyes from wastewater, especially at low concentrations 5,6. Consequently, advanced filtration techniques are increasingly being explored to enhance pollutant removal efficiency 7,8,9.
Among various filtration technologies, nanofiber-based membranes have emerged as promising candidates due to their unique structural features 10,11,12. Electrospun nanofiber membranes, typically composed of polymers like polyacrylonitrile (PAN) and polyvinylidene fluoride (PVDF), offer high porosity, interconnected pore networks, and large surface area-to-volume ratios 13,14,15,16. These characteristics facilitate efficient water permeability and increased contact with pollutants, making them suitable for dye removal applications. However, pure polymeric nanofibers may exhibit limited adsorption capacity for cationic dyes, such as methylene blue (MB), which restricts their effectiveness in practical applications.
To address this limitation, inorganic fillers like natural zeolite can be incorporated into the nanofiber matrix to enhance adsorption properties 17,18. Zeolite, a microporous aluminosilicate mineral, is widely known for its high ion-exchange capacity and affinity for cationic pollutants 19,20,21. Integrating zeolite into PAN/PVDF nanofibers can improve dye removal efficiency through combined adsorption and filtration mechanisms 17,18. However, the size of zeolite particles plays a critical role in determining membrane performance. Larger particles may cause pore blockage, reducing flux, while finer particles are likely to disperse more uniformly, maintaining membrane porosity and enhancing contaminant capture 22,23.
Despite the potential advantages, the effect of zeolite particle size on the filtration efficiency of nanofiber membranes has not been thoroughly investigated. Therefore, this study aims to develop zeolite-modified PAN/PVDF nanofiber membranes using different zeolite particle sizes (mesh sizes 50, 100, 200, 300) and evaluate their filtration performance against methylene blue dye. By systematically analyzing dye rejection and permeation flux, this research seeks to identify the optimal zeolite configuration that balances high filtration efficiency with stable flux, contributing to the development of more effective filtration membranes for wastewater treatment.
MATERIALS AND METHODS
Materials
The primary materials used in this study were Polyacrylonitrile (PAN) and Polyvinylidene Fluoride (PVDF), both obtained from Sigma-Aldrich. PAN (Mw = 150,000 g/mol) and PVDF (Mw = 534,000 g/mol) were employed as the main polymer components for nanofiber fabrication. N,N-Dimethylformamide (DMF, ≥ 99%) from Merck was utilized as the solvent for polymer dissolution. Natural zeolite was sourced from Sumatera, Indonesia, and prepared in four different mesh sizes: 50, 100, 200, and 300. Methylene blue (MB) dye, used as a model pollutant, was also acquired from Merck. The prepared nanofiber samples were designated based on the zeolite mesh size as follows: Ze50-PAN/PVDF, Ze100-PAN/PVDF, Ze200-PAN/PVDF, Ze300-PAN/PVDF, and PAN/PVDF (control sample without zeolite).
Preparation of PAN/PVDF nanofiber
The PAN/PVDF nanofiber membranes were prepared using the electrospinning technique. Initially, 1 g of PAN was dissolved in 10 mL of DMF under continuous stirring at 60°C for 2 hours to ensure complete dissolution. Afterward, 0.25 g of PVDF was added to the mixture, and the solution was stirred for an additional 2 hours to achieve a homogeneous blend. The resulting polymer solution was transferred to a 10 mL syringe fitted with a stainless-steel needle. The electrospinning process was performed using a digital electrospinner (ILMI-N101 Electrospinning) with the following parameters: a high voltage of 9 kV, a tip-to-collector distance of 15 cm, and a flow rate of 0.5 mL/h. Electrospinning was conducted for 10 hours to form nanofiber membranes.
Preparation of Ze-PAN/PVDF membrane
To incorporate zeolite into the PAN/PVDF nanofiber membranes, natural zeolite was first ground and sieved to obtain particles of four different sizes corresponding to mesh numbers 50, 100, 200, and 300 using Mini-sieve micro sieve set (Sigma-Aldrich). The sieved zeolite was thoroughly washed with deionized water to eliminate any surface contaminants and dried at 100°C for 24 hours. The dried zeolite was then dispersed in deionized water at a concentration of 0.03 g per 100 mL and subjected to ultrasonication for 30 minutes to ensure uniform particle dispersion. The PAN/PVDF nanofiber membrane was cut into square pieces (30 × 30 mm) and mounted on a vacuum filtration apparatus (Sigma-Aldrich® vacuum filtration assembly). The dispersed zeolite suspension was poured onto the nanofiber surface and subjected to vacuum filtration at 0.5 bar to uniformly coat the nanofiber membrane with zeolite particles. The zeolite-coated PAN/PVDF membranes were designated according to the mesh size of the zeolite used: Ze50-PAN/PVDF, Ze100-PAN/PVDF, Ze200-PAN/PVDF, and Ze300-PAN/PVDF.
Materials characterizations
The morphological structure of the PAN/PVDF and Ze-PAN/ PVDF membranes was analyzed using Scanning Electron Microscopy (SEM-EDX, model JEOL JSM-6510) to evaluate fiber diameter, surface topology, and zeolite distribution within the nanofibers. Energy Dispersive X-ray Spectroscopy (EDS) was employed to identify the elemental composition and verify the presence of zeolite on the membrane surface. Fourier Transform Infrared Spectroscopy (FTIR, Shimadzu IRSpirit-X Compact FTIR Spectrometer.) was conducted to detect characteristic functional groups and confirm successful incorporation of zeolite into the nanofiber matrix.
Filtration investigations
The filtration performance of the PAN/PVDF and Ze-PAN/ PVDF membranes was evaluated using a vacuum filtration system. Each membrane, cut into a 30 × 30 mm square, was placed in a filtration holder connected to a vacuum pump set to maintain a pressure of 0.5 bar. The model pollutant used for testing was a methylene blue (MB) dye solution prepared at a concentration of 5 ppm. A volume of 25 mL of the dye solution was filtered through each membrane during each filtration cycle. The permeate was collected after each filtration cycle, and the residual dye concentration was measured using a UV-Vis spectrophotometer (Shimadzu UV-1280) at a wavelength of 664 nm. The filtration process was repeated for five consecutive cycles to evaluate the stability and reusability of the membranes. The dye rejection efficiency (R) was calculated as the percentage reduction in dye concentration between the feed and permeate solutions, using the formula in Eq. (1):
Where C0 is the initial dye concentration (ppm) and Ct is the dye concentration after filtration (ppm). The permeate flux (J) was calculated using the following Eq. (2):
Where J is the permeate flux (L m-2 h-1 bar-1), V is the volume of permeate collected (L), t is the filtration time (h), A is the membrane area (m2), and P is the applied pressure (bar). To assess the durability and efficiency over prolonged use, the filtration performance metrics, including dye rejection and permeate flux, were recorded after each cycle. The stability of the membranes was evaluated by analyzing the consistency of rejection efficiency and flux across multiple filtration cycles.
RESULTS AND DISCUSSION
Ze-PAN/PVDF nanofiber characteristics
The surface morphology of PAN/PVDF and Ze-PAN/PVDF membranes with varying zeolite mesh sizes (i.e., 50, 100, 200, and 300) was analyzed using Scanning Electron Microscopy (SEM), as shown in Figure 1a. The PAN/PVDF membrane exhibited smooth and uniform fibrous structures typical of electrospun nanofibers. In contrast, all Ze-PAN/PVDF membranes displayed distinct morphological changes, characterized by the presence of zeolite particles dispersed across the nanofiber surfaces. As the mesh size increased (indicating a decrease in zeolite particle size), finer zeolite particles were more uniformly distributed, with Ze200 and Ze300 samples showing well-integrated particles within the nanofiber matrix. In contrast, larger particles (Ze50 and Ze100) tend to cluster on the surface, forming aggregates rather than embedding within the fibers. This suggests that smaller zeolite particles result in more homogeneous dispersion, which could improve filtration performance 24,25. Energy Dispersive X-ray Spectroscopy (EDS) analysis, presented in Figure 1b, confirmed the presence of key elements, including carbon (C), oxygen (O), silicon (Si), aluminum (Al), sodium (Na), and magnesium (Mg), consistent with the PAN/PVDF matrix and zeolite composition 18. Notably, the elemental composition was consistent across all Ze-PAN/PVDF samples, regardless of mesh size, indicating that the incorporation of differently sized zeolite particles did not significantly alter the chemical composition of the membranes. The consistent elemental profile suggests that the improved particle distribution observed in the smaller mesh size samples is purely due to physical dispersion rather than changes in the membrane’s material composition.
The chemical structure of the PAN/PVDF and Ze-PAN/ PVDF membranes was further analyzed using Fourier Transform Infrared (FTIR) spectroscopy, as shown in Figure 1c. The PAN/PVDF membrane exhibited characteristic peaks corresponding to the -C≡N stretching vibration at around 2240 cm-1 and -CH2 bending from PVDF around 1400 cm-1. After incorporating zeolite, additional absorption bands appeared between 1000 and 1100 cm-1, associated with the Si-O-Si and Al-O-Si stretching vibrations characteristic of zeolite. These new peaks confirmed the successful integration of zeolite particles within the PAN/PVDF matrix. The consistent appearance of these bands across different zeolite mesh sizes demonstrates that the incorporation of zeolite does not chemically alter the PAN/PVDF structure but rather enhances its functional properties through improved surface characteristics.
Ze-PAN/PVDF nanofiber filtration performance
The filtration performance of PAN/PVDF and Ze-PAN/PVDF membranes were evaluated using methylene blue (MB) dye as a model pollutant. The UV-Vis spectrum of MB shows a characteristic peak with the highest intensity at a wavelength of 664 nm. As shown in Figure 2a, the PAN/PVDF membrane (control sample) exhibited only a slight decrease in MB intensity after each filtration cycle, indicating minimal dye removal. In contrast, all Ze-PAN/PVDF membranes demonstrated a significant decrease in MB intensity, particularly during the first filtration cycle. This indicates that the incorporation of zeolite markedly enhances the dye adsorption capability of the membranes. Figure 2b shows the corresponding dye rejection (R) values for all membranes, calculated using Eq. (1). The PAN/PVDF membrane exhibited a minimal rejection value of 35% during the first cycle, which gradually decreased to 7% after the fifth cycle, highlighting its limited dye removal efficiency. In contrast, all Ze-PAN/PVDF membranes showed nearly complete dye removal in the first cycle, with rejection rates exceeding 97%. This near-complete removal efficiency was maintained throughout the second cycle as well. However, a significant decrease in dye rejection was observed from the third cycle onward. Specifically, the rejection values at the third cycle dropped to 67%, 39%, 74%, and 86% for Ze50-PAN/PVDF, Ze100-PAN/PVDF, Ze200-PAN/PVDF, and Ze300-PAN/PVDF, respectively. This declining trend continued with an increasing number of cycles (i.e., below 10% after the fifth cycle) indicating a reduction in filtration performance. This behavior is typical for filtration membranes governed by electrostatic attraction or adsorption mechanisms 25,26. Initially, the dye molecules are effectively adsorbed onto the zeolite surfaces due to strong electrostatic interactions. However, as the adsorption sites become saturated during repeated cycles, the membrane’s ability to capture additional dye molecules decreases, leading to a gradual decline in rejection efficiency.
The permeation flux of the pollutant filtration process was calculated using Eq. (2), as shown in Figure 2c. The PAN/PVDF membrane, serving as the control sample, exhibited significantly superior permeation flux, consistently exceeding 10,000 L m-2 h-1 bar-1. This high flux indicates that the electrospun nanofiber structure inherently provides an open pore configuration, allowing efficient water flow with minimal resistance. The unmodified PAN/PVDF nanofibers, characterized by their uniform and interconnected porous network, facilitate the rapid passage of water molecules, thereby maintaining a high permeation rate throughout the filtration cycles. However, after the deposition of zeolite on the nanofiber surfaces, a notable reduction in permeation flux was observed. Among the zeolite-containing membranes, Ze50-PAN/PVDF showed the most significant decrease, with an average permeation flux of 260 ± 30 L m-2 h-1 bar-1 across the five filtration cycles. This pronounced decline indicates that the deposition of larger zeolite particles (50 mesh) on the nanofiber surfaces significantly reduces the availability of open pores, effectively obstructing water passage. This observation aligns with the SEM images, which show that the larger zeolite particles tend to form clusters on the membrane surface, leading to partial pore blockage.
Interestingly, the permeation flux slightly increased when finer zeolite particles were used. The average flux values for Ze100-PAN/PVDF, Ze200-PAN/PVDF, and Ze300-PAN/PVDF were recorded as 440 ± 60, 350 ± 80, and 370 ± 200 L m-2 h-1 bar-1, respectively. This trend suggests that the finer zeolite particles (corresponding to higher mesh sizes) integrate more effectively with the nanofiber matrix, preserving a greater proportion of open pores and thereby facilitating better water flow 27,28. The improved flux performance with decreasing particle size implies that finer zeolite particles are more compatible with the nanofiber structure, promoting better water permeability while maintaining the dye rejection capabilities.
CONCLUSION
In this study, we developed Ze-PAN/PVDF nanofiber membranes by incorporating natural zeolite of varying mesh sizes (50, 100, 200, and 300) through vacuum filtration. The incorporation of zeolite significantly improved dye removal efficiency compared to the pristine PAN/PVDF membrane, with Ze300-PAN/PVDF showing the most stable performance, maintaining high rejection rates (above 97%) in the first two cycles and a gradual decrease from the third cycle onward. SEM analysis revealed that smaller zeolite particles (higher mesh sizes) were more uniformly distributed within the nanofiber matrix, while larger particles formed clusters that blocked pores, reducing permeability. EDS confirmed consistent elemental composition across all samples, while FTIR analysis verified successful zeolite integration, showing characteristic Si-O-Si and Al-O-Si peaks. The permeation flux decreased significantly after zeolite deposition, with Ze50-PAN/PVDF showing the lowest flux (260 ± 30 L m-2 h-1 bar-1), while finer particles (Ze300) maintained relatively higher flux (370 ± 200 L m-2 h-1 bar-1). These findings highlight that optimizing zeolite particle size is crucial for balancing high dye removal efficiency and stable permeation flux, making finer zeolite particles more suitable for prolonged filtration applications.