Scientific paper Kinetics and Thermodynamics of Adsorption of Fuchsin Acid on Nickel Oxide Nanoparticles Babak Samiey and Saeid Farhadi Department of Chemistry, Faculty of Science, Lorestan University, 68137-17133, Khoramabad, Iran * Corresponding author: E-mail: babsamiey@yahoo.com Received: 18-04-2013 Abstract NiO nanoparticle was used to adsorb fuchsin acid (FA) from aqueous solution. In the used concentration range of FA, its adsorption isotherms on NiO nanoparticles were three-region. NiO nanoparticle was prepared via the thermal decomposition of the tris(ethylenediamine)Ni(II) nitrate complex as a new precursor. In this work, effects of temperature, concentration, particle size, shaking rate, contact time, pH of the solution were investigated. Adsorption process was exothermic in the first and second regions and endothermic in the third region. Adsorption kinetics was studied by a number of equations including the KASRA, pseudo-first-order, pseudo-second-order, Elovich, Avrami and pore-diffusion equations. Adsorption acceleration and adsorption velocity values of this process were obtained by the KASRA equation and it was shown that with increase in FA concentration or temperature or shaking rate, initial adsorption velocity values of process increase. Keywords: Adsorption; Fuchsin acid; NiO nanoparticle; KASRA model 1. Introduction Large amount of colored effluent originated from different dye manufacturing units are charged into in the ecosystem and because of their toxicity and mutagenicity1'2 cause environmental danger. Dyes are used in different industries such as paper, plastics, leather, pharmaceutical, food, cosmetics, dyestuffs, textiles, etc. In general, the dyes chosen by industries have good stability and fastness. Once it enters water body as a pollutant, the destruction of these dyes poses a problem. Various chemical, physical and biological treatment methods have developed for the removal of dyes from aqueous solutions, including adsorption,3 membrane filtration,4 oxidation with ozone,5 ozonation,6 photocatalytic degradation,7 and reverse osmosis8 and biodegradation.9 The degradation by-products of organic dyes such as synthetic azo-dyes have dangerous impacts on the environment. Fuchsin acid (FA), an acid dye, is used as a copper corrosion inhibitor,10 biological stains, sometimes as a and for dyeing textiles11 and formation of organic-inorganic hybrid na-nocomposite.12 Chemical structure of FA is shown in Figure 1. Adsorption, due to its low cost, simplicity of design and ease of operation is a reliable treatment technique. H2N S03 Figure 1: Molecular structure of fuchsin acid. Nanoparticle research is an area of intense scientific interest due to a wide variety of potential applications in different fields of science. The interesting and sometimes unexpected properties of nanoparticles are largely due to the large surface area of the material, which dominates the contributions made by the small bulk of the material. In recent years, there has been emphasis on the application of nanoparticles as efficient adsorbents. A number of these materials such as NiO,13 gold,14 chitosan,15 multiwall carbon nanotube/iron oxide magnetic composite,16 mag-hemite,17 MgO,18 TiO2,19 clay,20 Multi-walled carbon na- notubes,21 hydroxyapatite,22 manganese dioxide,23 alumina24 and magnesium silicate25 nanoparticles have been tested for the adsorption of other compounds. It has been proven that they are effective adsorbents for the removal of dyes and metallic pollutants from aqueous solutions. In this study, we used nickel oxide nanoparticle as adsorbent. Nickel oxide (NiO) is one of the most important transition metal oxides due to its applications in diverse fields, including catalysis,26 fuel cell electrodes,27 gas sensors,28 battery cathodes,29 magnetic materials30 and smart windows.31 NiO nanoparticles show a ferromagnetic behavior and could be a promising photocatalytic material.32 The aim of this work is to estimate adsorption capacity of NiO nanoparticles for FA. These particles showed the highest adsorption capacities of FA compared to many other adsorbents. In order to investigate the mechanism of adsorption process, in addition to conventional kinetic and thermodynamic equations, a new kinetic model was introduced. Furthermore, an optimization of the process was attempted through tuning a series of parameters such as size of NiO nanoparticles, dye concentration, temperature and initial pH values. 250 °C J J Ni » Ni jI Nt 100 °c J Ü i  A/ 600 °C > , ,-u , JU 26 (degree) Figure 2: XRD patterns for [Ni(en)3](NO3)2 decomposed at selected temperatures. 2. Materials and Methods 2. 1. Materials Ni(NO3)2.6H2O, ethylenediamine, ethanol (99.9%), ether, HCl and fuchsin acid were purchased from Merck. All chemicals were used without further purification. 2. 2. Preparation of NiO nanoparticles An aqueous solution of Ni(NO3)2.6H2O is treated with a slight stoichiometric excess of ethylenediamine (en) and the resultant deep-purple [Ni(en)3](NO3)2 was precipitated by slow addition of ethanol. After standing for several hours in the cold, the crystals were filtered on a Buchner funnel, washed with ethanol, ether and dried in the open air at 50 °C. The complex was decomposed at 250, 400 and 600 °C. In the XRD spectra of the sample prepared in 250 °C, peaks attributable to metallic nickel are observed, Figure 2. The above protocol was described by Farhadi et al.32 2. 3. Characterization of NiO Nanoparticles X-ray powder diffraction (XRD) patterns were recorded using a Rigaku D-max C III, X-ray diffractometer using Ni-filtered Cu K a radiation (X = 1.5406 A) to determine the phases present in the decomposed samples. The average sizes of NiO particles were estimated to be about 25.1, 13.1 and 30.3 nm at 250, 400 and 600 °C respectively, by Debye-Scherrer formula:33 D XRD ~ 0.9À ßcosff where Dxrd is the average crystalline size, X is the wavelength of Cu K a, ¡3 is the full width at half maximum (FWHM) of the diffraction peak and 6 is the Bragg's angle. Increasing the calcination temperature up to 600 °C causes conglomeration of NiO nanoparticles which increases their size.34 Infrared spectra were recorded on a Shimadzu system FTIR-8400S spectrophotometer using KBr pellets. 2. 4. Adsorption Experiments In adsorption experiments, 10 ml of FA solution of different initial concentrations was transferred to a series of 15-ml glass stoppered bottles, each containing 0.0025 g of NiO sample. The solutions were shaken at 80 rpm in a temperature controlled shaking water bath (Fater electronic Co., Persian Gulf model) at 308, 318 and 328 K within ±0.1 K for 20 h to reach equilibrium under experimental conditions. The initial concentrations of FA were in the concentration range of 1.9 x 10-6 -9.3 x 10-5 M. After adsorption, the concentration of FA in the residual solutions was determined by photometry (UV-Vis 160, Shimadzu) at its Xmax value in these solutions (544 nm). The adsorption capacity of FA on the adsorbent, qe (mg g-1), was calculated by a mass balance relation as follows 0 and if |a1s| = a1a then a1 = 0. Similar situation is seen in the isothermal crystallization process in semicrystalline polymers44-46 that is divided to primary and secondary nucleation processes and in the first times of these processes their plots are concave upward or linear. Finally, if |a1s| >>a1a then a1 « a1s <0. After integration and applying boundary condition vt = v0i at t = t0i, equation (11) becomes dq, dt (13) where v0i and t0i are the velocity and time values in the beginning ith region, respectively and vt is the adsorption velocity in the ith region at time t. By integration form equation (13) and applying boundary condition qt = qti at t = t0i, we have ] 2 , , 1 2 q,=- ar + K; - a,tw )t + q0i-- a/ol (14) where q0i is the qt value in the beginning ith region. q02 and t02 are the coordinates of ssr point. Equation (14) is named "Kinetics of_Adsorption Study in the Regions with Constant Adsorption Acceleration" or abbreviated as KASRA equation. This equation can be abbreviated as q, = At2 +Bt + C (15) where k2 is the pseudo-second-order rate constant (g mg1 min1) that relates to the amount of FA adsorbed by the solid phase and qe,2 denotes the calculated equilibrium adsorption capacity. The rate constants obtained from the pseudo-first-order and pseudo-second-order equations change with increase in temperature in a disorder man-ner.49,50 It was tried to derive pseudo-first-order equation51 and was concluded that pseudo-first-order rate constant, k1, increases with increase in initial adsorbate concentration, c0. But, opposite to this conclusion, experimental re-sults52-55 show that k1 values vary irregularly with increase in c0. These two models were compared quantitatively by Aqt, normalized standard deviations, in relation to the experimental and calculated values of qt, Aq, = lOOx /.cxp tftxal t. CÎ («-1) (18) where qt exp and qtcal are experimental and calculated values of qt, respectively. The Elovich equation56 is expressed as q, --^\n(aß) + ~\r\t (19) where a is the initial adsorption rate (mg g1 min1). ¡3 is the adsorption constant (g mg1) related to the surface coverage and is the required mass of adsorbent for adsorption of 1 mg of adsobate. The Avrami equation57 is written as: (20) where hi n 1 .3 C= i/o, --'Vo, - (vw - )tal. The KASRA equation and KASRA mo-ciei were miroauced by one of the authors, Babak Samiey. Finally, plateau (third) region begins at the equilibrium time, te and equilibrium adsorption capacity, qe which are coordinates of kat point. In this region, v03 = a3 = 0, q03 = qe and t03 = te and equation (14) reduces to qt = qe. Also in this study, data were analyzed by a number of equations. The pseudo-first-order equation47 is written as follows (16) where kAV is the Avrami rate constant, and nAV the Avrami exponent. The pore-diffusion equation58 is given as: <7, =V' +/ (21) where I is proportional to the boundary layer thickness and kmf is the rate constant for intraparticle diffusion. 3. 3. Effects of Temperature and FA Concentration The effect of contact time, sizes of NiO particles and initial FA concentration on the adsorption of FA onto NiO nanoparticles (formed at 400 °C), at 308, 318 and 328 K were studied in the FA concentration range of 6.9 x 10-5 -1.9 x 10-4 M, Figures 7(a)-7(c). Adsorption experimental data of FA onto NiO was investigated using pseudo-first-order and pseudo-second-order kinetic equations. Data were fitted in the pseudo-second-order better than the pseudo-first-order equation, Table 4. As seen in Table 4, in each certain concentration, k1 and k2 values increase with increase in temperature, but in each temperature their values change irregularly with increase in FA concentration and similarly qe 1 and qe 2 vary irregularly with increase in temperature of FA concentration. It can be explained with respect to the used initial FA concentrations are in the second region (0.069 and 0.184 mM) and third region (0.298 mM FA) of the related adsorption isotherms (from footnotes of Tables 1 and 3) and we know that the process is exothermic in the first and second regions and endothermic in the third region. On the other hand, increase in temperature enhances the rate of transferring FA to surface of adsorbent. Competition of these two effects in 0.069 and 0.184 mM FA and their cooperation in 0.298 mM FA results in the observed trend of changes of k1, k2, qe 1 and qe 2 values. As given in Table 4, in each certain concentration a values, from Eq. (19), increase with increase in temperature and in each temperature their values increase or keep constant with increase in FA concentration. As seen in Table 5, the Avrami parameters, kAV and nAV values, change irregularly with increase in both temperature and FA concentration. Adsorption kinetics may be controlled by film diffusion and intraparticle diffusion steps.59 It is expected that film diffusion (external mass transfer resistance) in the aqueous phase is negligible, which is reasonable in wellshaken adsorption systems. As given in Table 5, the intercepts of adsorption kinetics profiles of qt versus t0.5 from 160 120 I1 ao 40 o 400 300 |> zoo 100 0 (a) a a a a n □ □ □ o a a a n □ □ d • • . • • • • • A □ • * • 303 K D ■ ■ » □ 313 K a 323 K r 200 400 600 800 t(min) 1000 1200 (*>) a a a a û a ci £ â a □ • S . 1 a a □ • a □ • aa n • 1 A • • 303 K a □ • A □ • □ 318 K a □ □ • • a 328 K 200 400 600 t (min) 800 1000 Figure 7: qt versus t for adsorption of (a) 0.069, (b) 0.184 and (c) 0.298 mM FA on NiO nanoparticles (formed at 400 °C) at different temperatures. Table 4. Experimental qe values and coefficients of the pseudo-first-order, pseudo-second-order and Elovich equations for kinetics of FA adsorption on NiO nanoparticles (formed at 400 °C) from solutions at 308-328 K. [FA ] 9e Pseudo-first-order Pseudo-second-order Elovich (mM) (mg g-1) ie,1 k1 x 103 H 1e2 k2 x 105 Aq a ß R2 T= =308 K 0.069 127.67 130.96 4.04 20.8 158.98 2.93 11.91 2.495 0.066 0.973 0.184 360.90 644.16 1.12 4.99 1050.42 0.07 4.99 2.427 0.028 0.951 0.298 482.37 456.28 3.37 13.27 578.00 0.59 5.81 6.144 0.013 0.947 T= 318 K 0.069 140.43 130.28 9.34 6.19 164.02 5.42 3.93 3.773 0.380 0.959 0.184 371.72 401.72 4.86 15.87 510.99 0.96 8.92 8.657 0.031 0.977 0.298 587.63 592.78 6.14 19.25 726.22 0.97 10.95 16.193 0.012 0.987 T= 328 K 0.069 139.30 116.10 18.2 26.22 139.86 16.1 17.80 11.611 0.055 0.985 0.184 354.12 343.87 19.1 2.26 400.80 5.73 2.85 19.921 0.011 0.994 0.298 585.58 550.20 12.9 1.84 724.64 1.56 5.15 19.758 0.009 0.993 Dimension of qe l and qe 2 is in mg-g '. Dimensions of kl and k2 are in min 1 and g mg 1 min respectively. Dimensions of a and ¡i are in mg g-1 min-1 and g mg-1, respectively. Table 5. Coefficients of the Avrami equation and pore-diffusion equation (the first and second regions) for kinetics of FA adsorption on NiO nanoparticles (formed at 400 °C) at 308-328 K. [FA ] Avrami Pore-diffusion (1st) Pore-diffusion (2nd) (mM) kAV nAV R2 kdif 1 R2 kdif I R2 T = 308 K 0.069 4.12 x 10-3 0.838 0.989 5.54 -8.73 0.997 5.72 -11.51 0.996 0.184 2.86 x 10-3 1.127 0.989 10.34 -33.36 0.993 18.16 -130.05 0.994 0.298 2.94 x 10-3 0.856 0.992 20.39 -49.41 0.991 12.31 66.49 0.997 T = 318 K 0.069 6.90 x10-3 0.840 0.991 10.54 -22.05 0.990 4.31 40.15 0.987 0.184 6.11x 10-3 0.954 0.986 15.66 -20.59 0.999 19.77 -41.96 0.995 0.298 5.95 x 10-3 0.819 0.990 29.75 -28.59 0.995 28.90 -12.46 0.988 T = 328 K 0.069 1.03 x 10-2 0.624 0.979 8.18 6.55 0.953 8.82 1.74 0.998 0.184 1.57 x 10-2 0.715 0.994 27.58 11.92 0.990 1.51 163.63 0.992 0.298 9.62 x 10-3 0.862 0.992 52.11 -101.12 0.992 23.36 159.97 0.993 Dimensions of kdi, I and kAV are in mg g 1 min 0'5 , mg g 1 and min 0'5, respectively. nAV is dimensionless. Boundaries of the first and second regions are around t02 and q02 values, given in Table 7. Table 6. Coefficients of the KASRA equation for kinetics of FA adsorption on NiO nanoparticles (formed at 400 °C) at 308-328 K. [FA] First region Second region (mM) A B C R2 A B C R2 T = 308 K 0.069 -2.44 x 10-3 0.706 1.267 0.993 -1.97 x 10-4 0.293 18.351 0.998 0.184 -9.95 x 10-4 0.800 1.034 0.996 -4.01 x 10-4 0.771 -9.325 0.996 0.298 -2.69 x 10-3 1.880 -1.740 0.996 -1.88 x 10-4 0.507 137.861 0.998 T = 318 K 0.069 -4.37 x 10-3 1.246 -0.886 0.999 -1.56 x 10-4 0.217 65.233 0.996 0.184 -1.30 x 10-2 2.493 2.170 0.995 -1.14 x 10-3 1.237 39.190 0.999 0.298 -4.80 x 10-2 6.180 1.494 0.995 -1.71 x 10-3 1.794 105.568 0.996 T = 328 K 0.069 -1.70 x 10-2 2.146 0.357 0.995 -9.82 x 10-4 0.635 36.204 0.993 0.184 -6.30 x 10-2 7.417 4.995 0.988 -1.88 x 10-3 1.154 173.973 0.992 0.298 -3.65 x 10-2 7.132 3.090 0.992 -2.38 x 10-3 1.873 217.290 0.988 Dimensions of A, B and C are in mg g 1 min 2, mg g 1 min 1 and mg g respectively. Table 7. Experimental te, qe, t02 and q02 values and coefficients of the KASRA equation for kinetics of FA adsorption on NiO nanoparticles (formed at 400 °C) at 308-328 K. [FA] te qe t02 qo2 First region Second region (mM) (min) (mg g 1) (min) (mg g 1) ai V01 a2 v02 T = 308 K 0.069 720 127.67 120 51.60 -4.88 x 10-3 0.706 -3.94 x 10-4 0.246 0.184 960 360.90 120 82.70 -1.99 x 10-3 0.800 -8.02 x 10-4 0.675 0.298 1300 482.37 120 184.47 -5.38 x 10-3 1.880 -3.76 x 10-4 0.462 T = 318 K 0.069 650 140.43 120 87.77 -8.74 x 10-3 1.246 -3.12 x 10-4 0.180 0.184 540 371.72 60 107.58 -2.60 x 10-2 2.493 -2.28 x 10-3 1.100 0.298 540 587.63 60 200.46 -9.60 x 10-2 6.180 -3.42 x 10-3 1.589 T = 328 K 0.069 360 139.30 60 69.04 -3.40 x 10-2 2.146 -1.96 x 10-3 0.517 0.184 360 354.12 60 231.70 -0,126 7.417 -3.76 x 10-3 0.928 0.298 360 585.68 60 306.17 -7.30 x 10-2 7.132 -4.76 x 10-3 1.587 Dimensions of a1 and a2 are in mg g 1 min 2 and those of v01 and v02 are in mg g 1 min 1. In the first region, t01 and q01 values are equal to zero. qe values in each FA concentration and each temperature were shown in Table 4. Eq. (21), for the initial steeper and second regions have negative values which suggests that the boundary-layer effect is close to minimum and diffusion of the FA molecules into the NiO nanoparticles (intraparticle diffusion) is the main rate-controlling step.59,60 Kinetics of FA adsorption on NiO nanoparticles at 308-328 K was studied by the KASRA equation which shows that there are two regions before plateau, Tables 6 and 7. Results obtained from Table 7 are as follows: 1 - In each kinetic experiment, with increase in time, the number of surface adsorption sites and FA concentration decrease and thus the sign of adsorption acceleration, a, is negative and adsorption velocity, v, value decreases. 2 - In each certain temperature and FA concentration, v0i values decrease and a0i values become less negative from the first region to the second one. This is due to decrease in FA concentration and decrease in the number of unoccupied sites on the surface of NiO nanoparticles. 3 - Similar to a values obtained from the Elovich equation (Table 4), initial velocity values in the first region (v01), increase with increase in temperature in each certain FA concentration or with increase in FA concentration in each temperature. This is due to similar increase in kdf values (Table 4) under above-mentioned conditions in the first region. 4 - In each region, with increase in temperature in each certain FA concentration, q02 values increase and a01 and a02 values become more negative. 3. 4. Effects of Size of Nanoparticles and Shaking Rate Adsorption of FA on different sizes of NiO nanoparticles (formed at 250, 400 and 600 °C) in 0.184 mM FA was studied at 318 K and 80 rpm, Figure 8 and Tables 8 and 9. XRD spectra of these samples, Figure 2, showed that with increase in the temperature of NiO nanoparticles formation from 250 to 400 to 600 °C, their sizes change from 25.1 to 13.1 to 30.3 nm, respectively. As shown in Table 9, with increase in size of NiO nanoparticles from the sample formed in 400 °C compared to the sample formed at 600 °C, adsorption acceleration values of the first and second regions of them become less negative, their Table 8. Coefficients of the KASRA equation for kinetics of adsorption of FA from 0.184 mM FA solution on NiO nanoparticles (formed at different temperatures) at 318 K and various shaking rate. NiO formed at A First B region C R2 A Second B region C R2 At 40 rpm 400 °C -1.10 x 10-2 1.917 -1.013 0.996 -6.37 x 10-4 0.991 -8.507 0.994 At 80 rpm 250 °C -1.39 x 10-2 4.058 -1.971 0.994 -6.51 x 10-4 0.740 197.930 0.992 400 °C -1.30 x 10-2 2.493 2.170 0.995 -1.14 x 10-3 1.237 39.190 0.999 600 °C -1.41 x 10-3 0.693 0.301 0.999 -1.72 x 10-4 0.332 24.296 0.998 At 120 rpm 400 °C -3.10 x 10-2 3.263 0.439 0.999 -2.87 x 10-3 2.002 6.252 0.995 Dimensions of A, B and C are in mg g 1 min 2, mg g 1 min 1 and mg g 1, respectively. Table 9. Experimental te, qe, t02 and q02 values and coefficients of the KASRA equation for kinetics of adsorption of FA from 0.184 mM FA solution on NiO nanoparticles (formed at different temperatures) at 318 K and various shaking rate. NiO formed at 'e (min) le (mg g 1) 'o2 (min) qo2 (mg g 1) First ai region V01 Second a2 region V02 400 °C 840 372.85 90 At 40 82.70 rpm -2.20 x 10- 2 1.917 -1.27 x 10-3 0.776 250 °C 652 406.29 90 At 80 250.43 rpm -2.78 x 10- 2 4.058 -1.79 x 10-3 0.579 400 °C 540 371.72 60 107.58 -2.60 x 10- 2 2.493 -2.28 x 10-3 1.100 600 °C 871 182.76 120 63.16 -2.82 x 10- 3 0.693 -3.44 x 10-4 0.291 400 °C 360 360.74 45 At 120 84.48 rpm -6.20 x 10- 2 3.263 -5.74 x 10-3 1.744 Dimensions of a1 and a2 are in mg g 1 min 2 and those of v01 and v02 are in mg g 1 min '. In the first region, i0] and q01 are equal to zero. Figure 8: qt versus t for adsorption of 1.84 mM FA on NiO nanopar-ticles (formed at different temperatures) at various shaking rates. q02, qe, v01 and v02 values decrease and te values of them increase. On the other hand, q02 and qe values of the nano-structure formed in 250 °C (in spite of its larger size) are higher than those of the sample formed in 400 °C. It seems that this observation is due to the structural change in the sample formed in 250 °C that is because of the presence of metallic nickel in its structure. Also, in a series of experiments, shaking rate of 0.184 mM FA samples at 318 K was increased from 40 to 120 rpm. As shown in Figure 8 and Table 9, in these processes, adsorption acceleration in both regions is negative in sign and initial adsorption velocity of the first and second regions increases with increasing shaking rate. Also, as observed in Table 9, with increase in shaking rate of these samples their te and q02 values decrease and increase, respectively. 4. Conclusions NiO nanoparticle, prepared by thermal decomposition of the tris(ethylenediamine) Ni(II) nitrate complex, was used as adsorbent to remove negatively charged fuchsine acid (FA) from aqueous solution. In the used concentration range of FA, its adsorption isotherms on NiO nano-particles (formed at 400 °C) according to ARIAN model were three-region. Adsorption process in the first, second and third regions was studied by the Henry's law, Temkin and Langmuir-like equations, respectively and analysis of data showed that the process is exothermic in the first and second regions and endothermic in the third region. IR spectra showed that FA interacts with -OH groups of NiO nanoparticles. With decrease in pH values more amount of NiO nanoparticles dissolve and qe values decrease. Data of adsorption kinetics were analyzed by the pseudo-first-order, pseudo-second-order, Elovich, Avrami, pore-diffusion and KASRA equations. The KASRA equation showed that at 40, 80 and 120 rpm and different temperatures, the sign of adsorption acceleration in the first and second regions of adsorption kinetics of FA on NiO nanoppartic-les was negative and with increase in FA concentration or temperature or shaking rate, initial adsorption velocity values of each region increase. 5. References 1. S. Tsuda, M. Murakami, N. Matsusaka, K. Kano, K. 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Povzetek Proučevali smo adsorpcijo fuksin žveplove kisline (FA ) iz vodne raztopine na delcih NiO, ki smo jih pripravili s termično dekompozicijo iz tris(etilendiamin)Ni(II) nitratnega kompleksa. Izkazalo se je, da proces adsorpcije lahko razdelimo v tri področja. V prvih dveh je proces eksotermen, v tretjem pa endotermen. Kinetiko adsorpcije smo raziskovali z nekaterimi modeli, kot so KASRA, psevdo prvi red, psevdo drugi red, Elovich, Avrami in enačba za difuzijo v porah. Z uporabo KASRA enačbe smo ugotovili, da se z naraščanjem koncentracije FA v raztopini, temperature ali hitrosti mešanja začetna hitrost adsorpcije poveča.