Format And Type Fonts CCHHEEMMIICCAALL EENNGGIINNEEEERRIINNGG TTRRAANNSSAACCTTIIOONNSS VOL. 45, 2015 A publication of The Italian Association of Chemical Engineering www.aidic.it/cet Guest Editors: Petar Sabev Varbanov, Jiří Jaromír Klemeš, Sharifah Rafidah Wan Alwi, Jun Yow Yong, Xia Liu Copyright © 2015, AIDIC Servizi S.r.l., ISBN 978-88-95608-36-5; ISSN 2283-9216 DOI:10.3303/CET1545237 Please cite this article as: Nasir R., Mukhtar H., Man Z., Shaharun M.S., Abu Bakar M.Z., 2015, Development and performance prediction of polyethersulfone-carbon molecular sieve mixed matrix membrane for CO2/CH4 separation, Chemical Engineering Transactions, 45, 1417-1422 DOI:10.3303/CET1545237 1417 Development and Performance Prediction of Polyethersulfone-Carbon Molecular Sieve Mixed Matrix Membrane for CO2/CH4 Separation Rizwan Nasir* a , Hilmi Mukhtar a , Zakaria Man a , Maizatul Shima Shaharun b , Mohamad Zailani Abu Bakar c a Department of Chemical Engineering, Universiti Teknologi PETRONAS, 32610 Bandar Seri Iskandar, Perak Darul Ridzuan, Malaysia b Department of Fundamental and Applied Science Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 32610, Perak Darul Ridzuan, Malaysia c School of Chemical Engineering, Universiti Sains Malaysia, 11800 USM, Pulau Pinang, Malaysia rizwan.rai@gmail.com Natural gas contains some impurities liked acid gases (CO2 & H2S), which can affect the environment. Currently, the main focus of the research is to invent the new membranes materials for gas separation. Native polyethersulfone (PES) and PES/carbon molecular sieve (CMS) mixed matrix membranes were fabricated by solvent evaporation method using N-Methyl-2-pyrrolidone (NMP) as solvent. The final membranes were characterized in term of morphology and thermal stability by using field emission scanning electron microscopy (FESEM) and thermal gravimetric analyser (TGA). FESEM analysis of developed membranes was revealed that the final membranes have acceptable contacts between filler particles and the polymer chains with the thickness in the ranges from 51.37 µm to 67.68 µm. CMS inorganic particles were dispersed well within organic (polymer) matrix. Due to the addition of CMS the developed membrane exhibit the improved thermal stability. In the pure gas permeation, the effect of CMS loading and variable pressures (2, 4, 8 and 10 bar) on permeance and selectivity was analysed. Gas permeance and selectivity test portrayed that addition of different loading of CMS showed a better gas separation performance as compared to pure PES membranes. The results showed that the CO2 permeance and CO2/CH4 selectivity was increased with increasing CMS loading. The CO2 permeance and CO2/CH4 selectivity were increased from 50.86 GPU to 122.20 GPU and 3.08 to 10.33 at 2 bar pressure. The performance of membranes was predicted by using current numerical model of mixed matrix membranes. The current results showed that this work will be the substantial contribution in the gas separation technology. 1. Introduction Extensive research has been performed to study new technologies which offer practical alternatives to traditional energy-intensive technologies (Etoumi et al., 2014). Membrane technology applied to the separation of gases competes with conventional unit operations like distillation, absorption, and adsorption on the basis of economics, safety, environmental and technical aspects (Bernardo and Clarizia, 2013). Due to high stability, ease of operation, reliability and high energy efficiency (Baker, 2002) membrane technology is preferred choice for CO2 capture and natural gas purification (Mannan et al., 2013). Mixed matrix membranes (MMMs) contain inorganic dispersed phase in the organic polymer matrix. These membranes show superior performance than polymeric and inorganic membranes. MMMs possess some advantages like good processablility, low capital cost and mechanical properties (Chung et al., 2007). Many studies have been carried out to incorporate the different type of inorganic filler like carbon molecular sieve (CMS) (Nasir et al., 2015), zeolite (Goh et al., 2011), SAPO-34 (Mohshim et al., 2014) in a polymer matrix to develop MMMs. Some researchers obtained higher performance than pure polymeric 1418 membranes (Zhang et al., 2008). Some other researchers found lower performance than native polymeric membranes. This low performance was due to some difficulties like voids formation, poor compatibility, blockage of filler particles and rigidification of polymer chain (Mahajan et al., 2002). The performance of MMMs can be affected by the different parameters like pressure, temperature, composition and type of filler etc. Feed pressure is an important parameter for glassy MMMs. The solubility and permeance of gases increase with the increase of feed pressure (Khan et al., 2011). Theoretically, the transport of gases through mixed matrix membranes is a complex problem. Several theoretical models have been used to predict the performance of MMMs. Due to close relationship between thermal/electrical conduction and permeation in composite materials; the conductivity models are readily adapted to permeability of species in MMMs (Hashemifard et al., 2010). A comparative summary of various models has been reviewed by Petropoulos (Petropoulos, 1985). A useful model was developed by Maxwell (1954) to predict the permittivity of a dielectric. Due to similarities in electrical potential and the flux through membrane equations, allowing the Maxwell model to predict the performance of mixed matrix membranes. This study proposes the effect of pressure and CMS loading on the performance of PES-CMS mixed matrix membranes for CO2/CH4 separation and theoretical prediction of performance by using one of the existing models. 2. Materials and methods 2.1 Materials A commercial Ultrason® E6020P Polyethersulfone (PES), purchased from BASF® (Germany) was used as base polymer. It has a molecular weight of about 50,000 g/mol. The solvent, N-methyl-pyrrolidinone (NMP) was purchased from Merck® Germany. The filler particles, carbon molecular sieve (CMS) was purchased from Japan Enviro Chemical®. The PES and CMS were also dried overnight in the oven to remove absorbed moisture. 2.2 Preparation of flat sheet membranes MMMs were prepared by simple method “solvent evaporation method”. The PES concentration in NMP is 20 wt. %. The CMS loadings in the casting solution were 10 and 30 wt. %. The CMS was added in NMP and stirred for 15 min and then sonicated for 30 min. CMS particles were primed by adding 10 wt. % of the total amount of PES and stirred the solution till the complete mixing of PES. Then remaining amount of PES added into the solution and stirred overnight. Then membranes were cast on glass plate by using the automatic casting machine. The cast membranes were placed in oven at 160 o C for 24 h. 2.3 Characterization of membranes The morphology of all developed membranes was characterized by variable pressure field emission scanning electron microscopy (VPFESEM, Zeiss Supra 55 VP). The thermal stability of developed membranes was investigated by Thermogravimetric analysis (TGA) by using the Analyzer STA 6000 system (Perkin Elmer). The samples were heated up to 800 o C at a rate of 10 o C/min. 2.4 Gas performance test of membranes Single gas (CO2 and CH4) permeation through membranes was carried out by constant volume variable pressure method. The impurities of both gases were higher than 99 %. The permeation test was conducted at 25 o C with feed pressure 2, 4, 8, and 10 bar. The following Eq(1) and Eq(2) were used to calculate the permeance and selectivity of gases through membranes. p J l P COCO   22 (1) where Permeance l P = , FluxJCO =2 l P l P α CH CO CHCO 4 2 42 = (2) 1419 3. Results and discussion 3.1 Morphology of membranes The qualitative analysis of flat sheet pure PES, PES-10 % CMS and PES-30 % CMS mixed matrix membranes were determine by FESEM characterization. The micrographs of the membranes are shown in Figure.1 (a), (b) and (c), which exemplify the cross section of developed membranes at high magnification. The high magnification micrographs were obtained to identify the true structure of membranes. All developed membranes are dense and non-porous The FESEM images reveal that the distribution of CMS particles is uniform at acceptable limits. But there are some interface voids formed in particle – polymer interface. This is due to the solvent evaporation during membrane formation (Moore and Koros, 2005). The micrographs also show some agglomeration of CMS particles, especially at higher loading of CMS. Figure 1: FESEM micrographs of (a) pure PES membrane, (b) PES-10 wt. % CMS and (c) PES-10 wt. % CMS 3.2 Thermogravimetric analysis (TGA) of membranes The thermal stability is an important factor in order to carry out the various separation processes at higher temperatures. For that purpose thermogravimetric analysis was performed in order to explain the impact of CMS particles when incorporated into the PES membrane. Figure 2 shows the results obtained for all pure PES and mixed matrix membrane with 10 wt. % and 30 wt. % CMS at a heating rate of 10 o C/min. 0 10 20 30 40 50 60 70 80 90 100 110 120 0 200 400 600 800 1000 W e ig h t L o s s ( % ) Temperature (oC) Pure PES PES-10 wt. % CMS PES-30 wt. % CMS Figure 2: TGA analysis of developed membranes It is observed that there is no weight loss till 200 o C. It shows that the membranes are free of moisture. There are two weight loss curves between 210 o C to 280 o C and 450 o C to 640 o C. The first curve shows that membranes have some residual solvent. But the percentage of solvent was in a safe range. Due to the addition of inorganic filler the residue of membrane has increased. It shows that the CMS particles have good interaction with the polymer. In the range of 450 o C to 640 o C, there is almost 46 % weight loss (a) (b) (c) 1420 has been observed due to the degradation of PES. By the addition of CMS the stability of membrane has increased. It is also observed that the residue weight of MMM is higher than pure PES. The increase of residue is suggesting an interaction of CMS with polymer (Vilakati et al., 2014). 3.3 Gas permeation analysis of developed membranes The gas permeation properties and selectivity of pure PES membranes and mixed matrix membranes are given in Table 1. Table 1 show that the CO2 permeance increased with increase in CMS loading and decreased with increase in pressure. It exhibits the glassy nature of membranes. These findings are in good agreement with some previous studies - e.g. using CO2 (Bos et al., 1999) and specific to separation membranes (Ismail and Lorna, 2002). This non-linear relationship between permeance and pressure indicates the dual sorption mechanism (Paul and Koros, 1976). The permeability coefficient decreases monotonically with the pressure difference across the membrane. The selectivity was increased with increase in pressure. This shows the good interaction of filler particles with polymer matrix. The permeance and selectivity were also increased with the increase of CMS loading. There were almost 140.26 % and 105.27 % increase in CO2 permeance and selectivity at 2 and 10 bar pressure. The performance of membranes was evaluated on the Robeson Upper bound curve as shown in Figure 3 As it can be seen that the performance of developed membranes is near to 2008 Robeson upper bound curve for low and high loading of CMS particles. The membrane performance was improved by the addition of CMS at all pressure. The values of permeability and selectivity have not been suppressed. So these results showed that the further improvement is required for these membranes to achieve the upper bound status. Table 1: Effect of CMS particles and pressure on gas permeance and selectivity Pressure (bar) Pure PES PES-10 wt. % CMS PES-30 wt. % CMS Pure PES PES-10 wt. % CMS PES-30 wt. % CMS CO2 Permeance (GPU) CO2/CH4 selectivity 2 50.86 57.23 122.20 3.08 5.18 10.33 4 42.40 42.51 76.51 4.79 5.47 10.77 8 25.50 31.20 51.76 5.25 6.96 11.04 10 25.14 31.01 44.69 5.40 7.19 11.11 Figure 3: Performance evaluation of developed membranes on Robeson upper bound curve 2008 4. Performance prediction of developed membranes As already mentioned in section 1, the gas performance of developed MMMs can be predicted by Maxwell model. The solution to predict the effective permeability of MMMs with a dilute suspension of CMS can be calculated by the following equation (Maxwell, 1954). ( ) ( ) ( ) ( ) dmdd dmdd r λφφ λφφ P 1++2 2+1+12 = (3) 1421 where “Pr” is the relative permeability ratio of “P/Pm”, P is the effective permeability of species in MMM, “Pm” is the permeability polymer matrix, “φd” is the volume fraction of the dispersed phase, and “λ” is the permeability ratio “Pd/Pm”, “Pd” is the permeability of dispersed filler particles. Percentage average absolute relative error (AARE %) values were calculated by using the following equation (Yilmaz and Keskin, 2014) and (Shimekit et al., 2011). ( ) ∑ N i i i cal i i P PP N AARE 1= exp exp 100 =% (4) The performance prediction of MMMs was based on the experimental data as shown in Table 1. The pure CO2 permeance data were obtained for CMS membrane from previous literature (Ahmad et al., 2010). The model parameters are mentioned in Table 2. It assumed that the dP will be same for all pressure range (2- 10 bar). Table 3 shows a comparison of the calculated relative permeability “Pr (clc)” and the experimental relative permeability “Pr (exp)” by the Maxwell model. It is found that at lower loading of CMS the experimental relative permeability is well predicted by the Maxwell model, but at higher loading of CMS that experimentally obtained relative permeability value was greater than predicted ones. It may be attributed to the agglomeration of CMS particles and interface voids formation around the CMS particles at higher loading, as it was observed in the FESEM analysis (Figure 1). Table 2: Model parameters values obtained in present model at 2 bar dφ dP (GPU) mP (GPU) dmλ 0 1,042 50.86 20.49 0.05 1,042 50.86 20.49 0.13 1,042 50.86 20.49 Table 3: Comparison of calculate and experimental relative permeability in MMMs by using Maxwell Model dφ (exp)rP )clc(rP AARE % 0 1 1 0.00 0.05 1.13 1.14 1.15 0.13 2.40 1.39 42.26 5. Conclusions PES was chosen as a base polymer for the fabrication of MMMs via CMS loading. The CMS loading was 10 and 30 wt. %, to analyse the performance of membranes for pure CO2 and CH4 gases. FESEM images exhibited, that CMS particles, at low loading were dispersed uniformly at acceptable limits, but at higher loading some agglomeration of CMS was observed. TGA analysis confirmed the thermal stability of developed MMMs. The gas performance analysis showed that the CO2 permeance and CO2/CH4 selectivity were higher in PES/CMS MMMs than native PES membrane. Developed MMMs showed the 2.40 fold increase in CO2 permeance as compared to PES membranes. Similarly the CO2/CH4 ideal selectivity was enhanced 3.35 fold than a pure PES membrane. The theoretical prediction showed the good agreement of experimental and calculated relative permeability at lower loading of CMS, but at higher loading the AARE % value is higher. Therefore the modification in Maxwell model is needed to address interface voids for accurate performance prediction of MMMs. The PES/CMS MMMs showed potential for natural gas sweeting due to increase in selectivity. Acknowledgement The authors acknowledge the financial support provided by Ministry of Science, Technology, and Innovation (MOSTI), Malaysia e–Science fund (0153AB-B57) and Universiti Teknologi PETRONAS. 1422 References Ahmad M.A., Rashid N.K.A., Harun W.H.F.W., Hameed B.H., 2010, Effects of polyetherimide pyrolysis temperature on CMS membranes: study on CO2 permeance and CO2/CH4 permselectivity, Int. J. Basic Appl. Sci., 10, 60-63. 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