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Quantitative determination of surface area of silica gel particles by near infrared spectroscopy and chemometrics ALFRED A. CHRISTY Department of Mathematics.

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Presentation on theme: "Quantitative determination of surface area of silica gel particles by near infrared spectroscopy and chemometrics ALFRED A. CHRISTY Department of Mathematics."— Presentation transcript:

1 Quantitative determination of surface area of silica gel particles by near infrared spectroscopy and chemometrics ALFRED A. CHRISTY Department of Mathematics and Sciences, Agder University College, Kristiansand, Norway

2 Points to discuss 1. Silica gel Silica gel and its characteristics Silica gel and its importance Silanol number and surface area of the silicagel particles 2. Determination of surface area 3. Experimental 4. Results and discussion 5. Conclusion

3 Silica gel and its characteristics Silicagel is prepared by the reaction of sodium silicate with hydrochloric acid Dry silica has a surface area of m 2 /g Has a pore volume 0.7 cm 3 /g and average pore diameter of Å The surface of the silica gel particles contain silanol groups (Si-OH) and siloxane groups (Si-O-Si) Some silanol groups lie buried in the bulk On heating above 200 o C causes loss of OH groups OH groups are completely annihilated at 1200 o C

4 Silica gel and its characteristics

5 Silica gel and its importance The silanol groups can form strong hydrogen bonds with water molecules The presence of silanol groups make silica an important material in separation science and in the field of catalysis The silanol groups can be chemically modified-different stationary phases for chromatographical applications Concentration of the functional groups on the Surface is a measure of the effectivity of a chromatographic column One of the parameters that are needed for the determination of this stationary phase effectivity is the surface area of the silica gel particles.

6 Silanol number and surface area of the silicagel particles The properties of silicagel is connected to the Number of silanol groups per nm 2 area on the surface    The methods used in the determination of silanol number 1. Theoretical calculation 2. Chemical methods 3. Physical methods All these methods conclude that the number of silanol groups on the silicagel surface is a constant with 4.55 OH/nm 2 Water molecules are adsorbed onto the surface by forming hydrogen bonds with silanol groups. The number of water molecules-mass of water molecules adsorbed per square metre silicagel surface is proportional to the surface area

7 Determination of surface area of silicagel particles The surface area of silicagel samples are measured by Brunauer-Emmett-Teller (BET) method or by light scattering by using a light scattering particle size distribution analyser (LSPDA). The BET method is the most common. The method employs the adsorption of nitrogen at the temperature of liquid nitrogen (77K).

8 Determination of surface area of silicagel particles The experimental nitrogen adsorption isotherm for the relative pressures (p/p o ) between 0.05 and 0.35 is fit to a two term BET equation (eqn. 1) describing a theoretically obtained isotherm for a multi layer nitrogen adsorption. p/{X a (p o -p)}= (1/ X m C) +{ (C-1)/ X m C}(p o /p)(1) {X a = adsorbed nitrogen in moles/gram adsorbant, X m =specific monolayer capacity of nitrogen in moles/gram adsorbent and C is a constant} The slope and intercept of the straight line fit of the data is then used to calculate the specific monolayer capacity, X m. Determination of the surface area according to BET (S BET ) is then determined by the multiplication of X m by the cross sectional area, A m of a nitrogen molecule and the Avagadros number N (eqn. 2). S BET = X m.A m.N m 2 /g (2)

9 Water adsorption on Silica gel

10 Experimental-Samples 1. Six silica gel samples with varying surface area from m 2 /g were purchased from Sigma Alridch. 2. The surface area-determined by Brunauer, Emmett and Teller (BET) technique with a TriStar 3000 gas adsorption analyser 1. The samples were used to prepare two sets of silica gel samples of varying surface areas different mixtures in the range m 2 /g mixtures in the range m 2 /g 4. In addition some independent samples in the regions mentioned above were prepared for the prediction of surface area.

11 Experimental-NIR measurements The near infrared measurements were made using a Perkin Elmer Spectrum One NTS FT- NIR spectrometer equipped with a Perkin Elmer transflectance accessory and a DTGS detector The glass vial containing the samples were placed directly on the crystal of the transflectance accessory and the near infrared spectra were measured in the region 10, cm -1 at a resolution of 16 cm -1. A total of 20 scans were made on each sample and the average spectrum was finally saved as the representative spectrum of the sample.

12 Experimental-NIR measurements

13 Experimental-Multivariate calibration Near infrared spectral profiles transferred to SIRIUS program for data handling Near infrared spectral profiles put in a matrix with rows representing the spectra of the mixtures The spectral profiles in the matrix double derivated to eliminate baseline effects Multivariate calibration using PLS technique carried out with spectral profile data as independent variables and calculated surface area of the respective mixtures as dependent variable

14 Experimental-Multivariate calibration Near Infrared spectra arranged in a Matrix

15 Results and discussion- NIR spectra of samples with varying surface area Table 1 Mid-IR and NIR Band assignments for water adsorbed silicagel samples. Peak (cm -1 ) Band assignment OH stretch silanol groups OH stretch hydrogen boded silanol groups 4540Combination band OH stretching and bending silanol groups 5265Combination band OH stretching and bending water molecules Overtones of OH stretch silanol groups and hydrogen bonded silanol groups

16 Results and discussion-Silicagel sample before and after drying

17 Results and discussion Loading plot-PLS analysis

18 Results and discussion Correlation between measured and predicted surface area

19 Results and discussion Prediction of surface area of unknown samples Cal. setSurface area predicted m 2 /gSurface area calculated m 2 /g Set Set

20 Conclusion We have demonstrated for the first time how infrared spectrometry in the near infrared region could be used in combination with multivariate data analysis to determine the surface area of silica gel samples. The procedures used in the determinations are relatively cheap, simple, time saving and use no toxic chemicals. The methodology demonstrated in this paper for the determination of surface area of silica gel samples remove the technical expertise one needs to determine the surface area by BET technique. Once the preliminary area measurements of the samples were made, the calibration can be carried anywhere or in any laboratory equipped with a near infrared spectrometer and the required accessory for measuring the near infrared spectra of the samples.


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