Abstract
In this work the feasibility of sequential multi-element determination of Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca in biodiesel samples by high-resolution continuum source flame atomic absorption spectrometry (HR-CS FAAS) was investigated. Biodiesel samples obtained from different sources and different chemical processes were analysed. The samples were diluted with n-propanol and water (1.4 mol L-1 HNO3) to form a microemulsion (ME) before its introduction in the HR-CS FAAS using a flow injection mode. The sample B-01 (obtained from soybean oil) was used for optimisation of the instrumental parameters. The accuracy of the proposed method was checked by analysis of certified reference material (CRM) Conostan BDM2A (for K and Na) and BDM2B (for Ca and Mg) and by comparison with acid digestion and recovery tests (for Zn, Fe, Cu, Cr and Al). The obtained results for CRM analysis showed good agreement with certified values within 95% of confidence (Student’s t-test). Recovery tests values ranged from 87-114%. The method developed for the analysis of biodiesel samples is accurate, simple, fast, and suitable for routine application.
Keywords:
biodiesel analysis; microemulsion; sequential multi-element determination; HR-CS FAAS
INTRODUCTION
The use of alternative fuels, rather than petroleum products, has been gaining a prominence in the scientific community in recent years. In this way, the use of biofuels, especially biodiesel, is becoming increasingly used in the world.11 Quadros, D. P. C.; Rau, M.; Idrees, M.; Chaves, E. S.; Curtius, A. J.; Borges, D. L. G.; Spectrochim. Acta, Part B. 2011, 66, 373.,2 Brazil is one of the countries with the greatest potential for biodiesel production in the world, since it has a large extension of land with the cultivation of many oilseeds.11 Quadros, D. P. C.; Rau, M.; Idrees, M.; Chaves, E. S.; Curtius, A. J.; Borges, D. L. G.; Spectrochim. Acta, Part B. 2011, 66, 373. In Brazil, since 2005, diesel oil marketed in the country is blended with biodiesel. The initial percentage of biodiesel was 2% (v/v) and it will be increased in the next years until the maximum of 15% (v/v).33 Brazilian National Agency of Petroleum, Natural Gas and Biofuels (ANP): Resoluções ANP: n° 30, 23/06/2016 and n° 16, 29/10/2018. (in Portuguese). Currently the amount of biodiesel blended into diesel oil is 12% (v/v) according Brazilian National Petroleum Agency (ANP).33 Brazilian National Agency of Petroleum, Natural Gas and Biofuels (ANP): Resoluções ANP: n° 30, 23/06/2016 and n° 16, 29/10/2018. (in Portuguese).
The presence of metals in biodiesel may increase (additives) or may impair its performance. Some metals can catalyse the oxidation reactions of biodiesel, reducing its efficiency and thermal stability. Other metals can damage catalytic converters leading to an increase in the emission of pollutants into the atmosphere, and can also cause the formation of residues that could be deposited on the engine parts.44 Korn, M. G. A.; Santos, D. C. M. B.; Guida, M. A. B.; Barbosa, I. S.; Passos, M. L. C.; Saraiva, M. L. M. F. S.; Lima, J. L. F. C.; J. Braz. Chem. Soc. 2010, 21, 2278. The presence of metals in biodiesel can occur through natural sources, such as the soil and the atmosphere where the grains grow.55 Demirbas, A.; Biodiesel: A Realistic Fuel Alternative for Diesel Engines; Springer: London, 2007. Other metals can be added in the steps of oil extraction, synthesis, washing, refining and biodiesel storage.66 Lepri, F. G.; Chaves, E. S.; Vieira, M. A.; Ribeiro, A. S.; Curtius, A.; Oliveira, J. L. C. C.; Campos, R. C.; Appl. Spectrosc. Rev. 2011, 46, 175. Cu and Ni are known to promote self-oxidative reactions, compromising fuel efficiency due to the formation of gums.77 Quadros, D. P. C.; Borges, D. L. G.; J. Braz. Chem. Soc. 2013, 24, 2033. These elements also reduce the efficiency of the car catalysts, resulting in an increase in the emission of carbon monoxide and oxides of sulphur and nitrogen. Fe, Cu, Al and Cr present in the alloys of the storage tanks and the distillation process are also known to corrode engines and boilers.77 Quadros, D. P. C.; Borges, D. L. G.; J. Braz. Chem. Soc. 2013, 24, 2033. Thus, the monitoring of the concentration of metals is very important to guarantee the quality and efficiency of the biodiesel.77 Quadros, D. P. C.; Borges, D. L. G.; J. Braz. Chem. Soc. 2013, 24, 2033.
The initial procedures of an analytical method are responsible for the accuracy of the chemical information. The sample preparation phases required for the determination of metals in biodiesel matrices through spectroanalytical techniques include wet digestion (conventional and microwave heating), emulsions and microemulsions (ME) or dilution with organic solvents.66 Lepri, F. G.; Chaves, E. S.; Vieira, M. A.; Ribeiro, A. S.; Curtius, A.; Oliveira, J. L. C. C.; Campos, R. C.; Appl. Spectrosc. Rev. 2011, 46, 175.,88 Sánchez, R.; Sánchez, C.; Lienemann, C. P.; Todoli, J. L.; J. Anal. At. Spectrom. 2015, 30, 64. The use of ME is a very interesting strategy in the preparation of biodiesel samples for the determination of metals, since it requires low amount of solvents and/or other toxic reagents, besides having an excellent stability.99 Cassella, R. J.; Brum, D. M.; Robaina, N. F.; Rocha, A. A.; Lima, C. F.; J. Anal. At. Spectrom. 2012, 27, 364. The use of aqueous standards in the ME for calibration is another advantage.1010 Zmozinski, A. V.; de Jesus, A.; Vale, M. G. R.; Silva, M. M.; Talanta 2010, 83, 637. ME are defined as spherical oil (or water) aggregates dispersed in water (or oil) and stabilized by an interfacial film of a surfactant.1111 Viana, C.; Bohrer, D.; Carvalho, L. M.; Nascimento, P. C.; Rosa, M. B.; Trends Anal. Chem. 2014, 53, 49. Microemulsions are stable, transparent, isotropic and with low viscosity.1212 Aucélio, R. Q.; Doyle, A.; Pizzorno, B. S.; Tristão, M. L. B.; Campos, R. C.; Microchem J. 2004, 78, 21. Besides, it is an efficient way to stabilize metals at low concentrations in organic solutions, especially if nitric acid is present in the aqueous phase.1313 de Jesus, A.; Vale, M. G. R.; Silva, M. M.; Talanta 2008, 74, 1378. Due to these advantages, several methods based on ME have been proposed for trace elements determination in biodiesel.66 Lepri, F. G.; Chaves, E. S.; Vieira, M. A.; Ribeiro, A. S.; Curtius, A.; Oliveira, J. L. C. C.; Campos, R. C.; Appl. Spectrosc. Rev. 2011, 46, 175.,88 Sánchez, R.; Sánchez, C.; Lienemann, C. P.; Todoli, J. L.; J. Anal. At. Spectrom. 2015, 30, 64.,1414 Raposo, J. D.; Costa, L. M.; Barbeira, P. J. S.; J. Braz. Chem. Soc. 2015, 26 (1), 147.,1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944.
Several analytical techniques have been used for the determination of elements in biodiesel samples: flame atomic absorption spectrometry (FAAS),1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944.,1616 de Jesus, A.; Zmozinski, A. V.; Barbará, J. A.; Vale, M. G. R.; Silva, M. M.; Energy Fuels 2010, 24, 2109. electrothermal atomic absorption spectrometry (ETAAS),1717 Pereira, F. M.; Zimpeck, R. C.; Brum, D. M.; Cassella, R. J.; Talanta 2013, 117, 32. inductively coupled plasma optical emission spectrometry (ICP OES),44 Korn, M. G. A.; Santos, D. C. M. B.; Guida, M. A. B.; Barbosa, I. S.; Passos, M. L. C.; Saraiva, M. L. M. F. S.; Lima, J. L. F. C.; J. Braz. Chem. Soc. 2010, 21, 2278.,1818 Iqbal, J.; Carney, W. A.; LaCaze, S.; Theegala, C. S.; Open Anal. Chem. J. 2010, 4, 18. inductively coupled plasma-mass spectrometry (ICP-MS),1919 Barela, P. S.; Silva, N. A.; Pereira, J. S. F.; Marques, J. C.; Rodrigues, L. F.; Moraes, D. P.; Fuel 2017, 204, 85.,2020 Amais, R. S.; Garcia, E. E.; Monteiro, M. R.; Nogueira, A. R. A.; Nóbrega, J. A.; Microchem. J. 2010, 96, 146. high-resolution continuum source flame atomic absorption spectrometry (HR-CS FAAS)2121 Oliveira, L. C. C.; Vieira, M. A.; Ribeiro, A. S.; Baptista, P. M. Gonçalves, R. A.; Campos, R. C.; J. Braz. Chem. Soc. 2012, 23 (7), 1400.,2222 Oliveira, L. C. C.; Vieira, M. A.; Ribeiro, A. S.; Lisboa, M. T.; Gonçalves, R. A.; Campos, R. C.; Energy Fuels 2012, 26 (11), 7041. and high-resolution continuum source electrothermal atomic absorption spectrometry (HR-CS ETAAS).11 Quadros, D. P. C.; Rau, M.; Idrees, M.; Chaves, E. S.; Curtius, A. J.; Borges, D. L. G.; Spectrochim. Acta, Part B. 2011, 66, 373.,77 Quadros, D. P. C.; Borges, D. L. G.; J. Braz. Chem. Soc. 2013, 24, 2033.
The HR-CS AAS, which was introduced commercially in 2004,2323 Welz, B.; Vale, M. G. R.; Pereira, E. R.; Castilho, I. N. B.; Dessuy, M. B.; J. Braz. Chem. Soc. 2014, 25 (5), 799. is an excelent alternative technique for the determination of trace elements in biodiesel samples. In the case of FAAS with line source, only one element can be determined at time, requiring the lamp change and the adjustment of the equipment conditions for each analysis. The HR-CS FAAS technique allows sequential multi-element determination using a single radiation source and a high resolution spectrometer. The spectral environment of ± 0.2 nm around the analytical line becomes accessible by employing a detector with a charge coupled device (CCD) array of about 2 pm per pixel, allowing revelation and efficient correction of interferences of other elements or gaseous molecules.2424 Welz, B.; Becker-Ross, H.; Florek, S.; Heitmann, U. High-Resolution Continuum Source AAS, Wiley-VCH: Weinheim, 2005. Moreover, the equipment‘s software automatically adjust the optimal operating conditions for each element, instead of using a compromise condition for multi-element analysis. These advantages, added to the robustness of flame for organic liquids analysis and the lower cost of implemantation and operation, make this technique competitive with other multi-element techniques such as ICP OES and very attractive for a fast sequential multi-element determination of metals in fuels and biofuels. To the best of our knowledge, the sequential determination of Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca in biodiesel samples by HR-CS FAAS has not been reported until now.
The goal of this work was the development of a simple, fast, and accurate analytical method using HR-CS FAAS, which can be applied routinely in the determination of Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca in biodiesel samples. The sample preparation evaluated consisted in the formation of ME through a simple mixture of biodiesel, aqueous phase and n-propanol. The feasibility of sequential multi-element determination was investigated. The accuracy of the method has been investigated by CRM analysis, comparison with acid digestion and recovery tests.
EXPERIMENTAL
Instrumentation
All measurements were carried out using in a Model ContrAA 300 high-resolution continuum source flame atomic absorption spectrometer (Analytik Jena AG, Germany), equipped with a xenon short-arc lamp with a nominal power of 300 W operating in a hot-spot mode. The high-resolution double monochromator had a prism pre-monochromator, a high-resolution echelle monochromator and a CCD array detector with 588 pixels, 200 of which were used for analytical purposes. The wavelength used for each element is detailed in Table 1. An air-acetylene flame was used for the determination of Zn, Fe, Mg, Cu, Na and K and a nitrous oxide-acetylene flame for Cr, Al and Ca under optimized conditions as specified in Table 1. The compressed air was supplied from an air compressor (FIAC CDS 8/50, Araraquara, São Paulo, Brazil). High-purity acetylene and high-purity nitrous oxide (both 99.0% v/v, White Martins, Brazil) were used as fuel and oxidant gas, respectively. A flow injection valve SFS 6 (Analytik Jena) was used with the following parameters: aspiration rate of 2.8 mL min-1, injection time of 2.0 s and read ing time of 13 s (for ME analysis). For the measurement of standards prepared in water and digested spiked-samples (from acid digestion) an aspiration rate of 5.8 mL min-1, injection time of 1.5 s and reading time of 10 s were applied. As the signal generated were transient, integrated absorbance (Aint) of the center pixel (CP) and the two adjacent pixels (CP±1) were measured for all elements. All measurements were carried out in triplicate. An analytical balance model ATY-224 (Shimadzu, Kyoto, Japan) was used to weigh samples and reagents.
Reagents, solutions and samples
Analytical grade reagents were exclusively used. Deionised water with a specific resistivity of 18 MΩ cm from a Milli-Q water purification system (Millipore, Bedford, MA, USA) was used for the preparation of standards and samples.
Nitric acid (Merck, Darmstadt, Germany), n-propanol (Synth, São Paulo, Brazil), mineral-based oil (Light mineral oil, 20 cSt, High Purity Standards, Charleston, USA) and oleic acid (Vetec, Rio de Janeiro, Brazil) were employed in the ME preparation. The n-propanol was distilled at 97 °C. The nitric acid was purified by sub-boiling distillation in a quartz distiller (Kürner Analysentechnik, Rosenheim, Germany). The presence of analytes in the oleic acid and in the purified reagents was checked through the blank analysis. The signal found (< LOD) demonstrated that the n-propanol and nitric acid were properly purified and that there is no need for purification of oleic acid. All containers and glassware were soaked in 1.4 mol L-1 nitric acid for 24 hours and rinsed with deionised water before use. Hydrogen peroxide 30% (v/v) (Merck) was used in the spiked-samples digestion. Mineral oil was used to dilute stock standards in oil. Inorganic aqueous stock solutions of 1000 mg L−1 of Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca were prepared from Conostan standards (Baie D’Urfé, Quebec, Canada). Organic stock solutions of 1000 mg kg−1 of Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca were prepared from Specsol standards (Jacareí, São Paulo, Brazil).
The biodiesel samples analysed have the following origins: soybean oil (B-01 e B-02), mixtures of soybean oil and animal fats (M-01, M-02, M-03, M-04 e M-05), used cooking oil (C-01, C-02 and C-03). Certified reference materials of biodiesel: BDM2A (Ref: 150-441-060) containing 50 mg kg-1 of K and Na; and BDM2B (Ref: 150-441-095) containing 50 mg kg-1 of Ca and Mg, both from Conostan, were also analysed.
Preparation of ME and analysis
The ME was prepared by mixing biodiesel, aqueous phase (1.4 mol L-1 HNO3) and n-propanol. The composition adopted for the analysis was investigated and optimized in a previous work:1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944. 1.7 g of biodiesel, 1100 µL of aqueous phase and the volume adjusted to 10 mL with n-propanol. After addition of all components, the volumetric flask was closed and the mixture was manually shaken for 15 seconds. The formation of ME was evidenced by obtaining a visual transparent system. All samples were prepared in triplicate.
The ME standards for calibration were prepared similarly to the samples, where the biodiesel was replaced by 0.9 g of oleic acid and the aqueous inorganic standards added to the aqueous phase. The optimization of oleic acid mass used will be discussed in the results (Microemulsions for calibration curves section). The following concentration ranges in mg L-1 were used: 0.1-0.7 for Zn, 0.6-4.2 for Fe, 0.06-0.42 for Mg and K, 0.45-3.15 for Cu, 0.02-0.14 for Na, 0.7-4.9 for Cr, 2.8-19.6 for Al and 0.05-0.35 for Ca.
As each CRM is certified for two elements (BDM2A for Na and K and BDM2B for Ca and Mg), both were prepared together, in the same ME, in order to perform a multi-element analysis. Due to the high concentration of the analytes in the CRM, only 0.05 g of mass of each CRM and 0.8 g of oleic acid (for matrix adjustment) were weight and 1100 µL of aqueous phase were added and the volume adjusted to 10 mL with n-propanol.
After preparation, samples, CRM and standards MEs were directly aspirated for analysis.
Recovery tests and acid digestion procedure
Recovery tests were performed to investigate the matrix effect. The enrichment of samples for recovery tests was carried out by addition of organic standards under vigorous agitation and light heating (40 °C); the process of mixture took around of 3 hours, in order to obtain a homogeneous concentration of analytes in the enriched samples. Samples B-01 and M-01 were spiked with organic standards resulting in the following concentrations: Spike 1: 0.25 mg L-1 Zn; 1.2 mg L-1 Fe; 1.0 mg L-1 Cu; 1.75 mg L-1 Cr and 8.0 mg L-1 Al; Spike 2: 0.50 mg L-1 Zn; 2.4 mg L-1 Fe; 2.0 mg L-1 Cu; 3.5 mg L-1 Cr and 14.0 mg L-1 Al. Afterwards the spiked samples were analysed through the proposed method, prepared as described above and also digested in concentrated acid. The acid digestion method, based on the work of Antunes et al.,1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944. was used foraccuracy evaluation. All steps were performed in a digester block using a “cold finger”. A mass of 1.0 g of sample was weighed directly into an open glass tubes and 10.0 mL of concentrated nitric acid was added. The mixture was gradually heated up to 120 ºC and then kept for 30 h. After that, the tubes were left to cool into room temperature and 2.5 mL of hydrogen peroxide (30% v/v) was added and the tubes were left to rest during an hour to complete the digestion. The digestion products were transferred to volumetric flasks and the volume was completed up to 40 mL with ultrapure water. All samples were digested in triplicate. The calibration curves for the digested sample were prepared by serial dilutions from aqueous stock solutions (1000 mg L-1) of the analytes in 0.014 mol L-1 nitric acid in the same range of concentrations of the ME method.
Recovery tests were also performed using inorganic standards. In these experiments, the standards were added to the aqueous phase during the ME preparation. The sample M-02 was fortified in the following concentrations: 0.50 mg L-1 Zn, 3.00 mg L-1 Fe, 0.30 mg L-1 Mg, 2.25 mg L-1 Cu, 0.10 mg L-1 Na, 0.30 mg L-1 K, 3.50 mg L-1Cr, 14.00 mg L-1 Al and 0.25 mg L-1 Ca.
RESULTS AND DISCUSSION
Microemulsion preparation and optimization of instrumental parameters
As stated before, the feasibility of multi-element determination of nine elements in biodiesel samples by HR-CS FAAS in a flow injection mode was investigated. The sample preparation using ME was based on the work of Antunes et al. using water/HNO3 and n-propanol.1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944. This method was chosen because of the reported advantages such as being simple, fast and because of the high stability of ME and analytes in the system. An adaptation was made in the ME for calibration (standards), as will be shown later.
The optimization of the spectrometer experimental conditions for sequential multi-element analysis was performed using continuous flow mode, with a biodiesel sample (B-01) enriched with liposoluble standards of each analyte prepared as ME. This sample was chosen considering the absence of any analytical signal for the studied analytes and also the raw material of production, soybean oil, which is the most common source for biodiesel in Brazil. Sequential measurements of analytes were performed according to the following sequence: Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca. This sequence was chosen according to the wavelength of analytes (from lowest to the highest) and flame composition, first the elements analysed in air-C2H2 (Zn, Fe, Mg, Cu, Na e K) and following the elements analysed in N2O-C2H2 flame (Cr, Al and Ca). Flame conditions and burner height were automatically optimized by the software, taking maximum absorbance into account as a criterion. The highest aspiration rate possible was used (2.8 mL min-1), since later a valve would be used to inject the samples. The optimized conditions as burner height, acetylene flow rate, wavelength and relative sensitivity for signal evaluation for each analyte are presented in Table 1. The 396.152 nm line (91% of relative sensitivity) was used for Al, instead of 309.271 nm line (100% of relative sensitivity) because of the interferences of the OH structures in the main line for this element.2424 Welz, B.; Becker-Ross, H.; Florek, S.; Heitmann, U. High-Resolution Continuum Source AAS, Wiley-VCH: Weinheim, 2005.
After the optimization of instrumental parameters using continuous flow mode, the use of a flow injection valve (SFS 6) was evaluated. The use of the flow injection valve controls the injection of the solution, passing from the sample to the water (carrier solution) and vice versa, avoiding influences on the flame stability, as no air is aspirated between the samples.2525 Welz, B.; Sperling, M. Atomic Absorption Spectrometry, 3rd ed., Wiley-VCH: Weinheim, 1998. This feature should result in better analytical precision. Another important feature of the valve is the reduction in consumption and sample load in the flame. As part of the optimization of instrumental parameters, a Gaussian peak free of spectral interference is required. Injection volumes were tested for the following times: 0.5; 1.0; 1.5 and 2.0 seconds, with a choice of 2.0 seconds due to the best integrated absorbance and peak format, as shown in Figure 1 for Cu. Longer times have not been investigated in order to avoid increasing the total analysis time.The total sample volume used for each sample injection replicate using the flow injection valve was 90 µL. The total volume used to determine all analytes, considering measurements in triplicate for each analyte, was around of 2.5 mL. The total time to determine nine analytes in each sample, using measurements in triplicate for each analyte, was around 13 min. This relatively long time was due to the adjustment of wavelengths and flame parameters. Additional time is also needed to stabilize the flame after changing its composition between air-C2H2 and N2O-C2H2. But it should be pointed out that, if conventional monoelementar FAAS were used for this analysis, the total time for the determination of all analytes would be much longer. The analytical signals obtained for all analytes were free of spectral interferences and similar to those shown in Figure 1S (at Supplementary Material).
Overlaid transient signals for 1.0 mg L-1 Cu at different injection times. Microemulsion composition: 1.7g of enriched sample B-01, 1100 µL aqueous phase (1.4 mol L-1 HNO3) and n-propanol (up to 10 mL). Instrumental parameters at Table 1
Microemulsions for calibration curves
In order to prevent interferences in the nebulization and transport,88 Sánchez, R.; Sánchez, C.; Lienemann, C. P.; Todoli, J. L.; J. Anal. At. Spectrom. 2015, 30, 64. calibration curves standards should have similar physical characteristics to the samples. In a previous work1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944. oleic acid was proposed as a substitute for the sample in the preparation of the ME for calibration, due to its chemical and physical similarity with biodiesel.2626 Knothe, G.; Gerpen, J. V.; Krahl, J.; Ramos, L. P. Manual de Biodiesel; Edgard Blucher: São Paulo, 2006. Nevertheless, when calibration curves were prepared replacing the biodiesel by the same amount of oleic acid in the ME, the sensitivity were lower (15-30%) for the elements Na, K, Ca and Mg. Thus, the analytical signal obtained for ME prepared with K and Mg aqueous standards and biodiesel sample (B-01) free of analytes were compared with those obtained for MEs prepared with the same aqueous standards and oleic acid, in different proportions.The best results were obtained when the sample was replaced by 0.9 g of oleic acid (see Figure 2S at Suplementary Material). Consequently, the standards for calibration were prepared in the same way as the samples, replacing the biodiesel by 0.9 g of oleic acid to simulate the biodiesel matrix in the ME and adding the inorganic standards into the aqueous phase.
Figures of merit
The sensitivity of the method, obtained from the linear regression equation of the calibration curves prepared according to the description above, and the correspondent correlation coefficient are shown in Table 2.
The limits of detection (LOD) and quantification (LOQ) for all analytes were calculated according to IUPAC recommendations as three times and ten times, respectively, the standard deviation of 10 measurements of a blank, divided by the slope of the calibration curve. LOD and LOQ of the method were calculated considering the sample mass and final volume. The characteristic concentration, C0, (Table 2) is defined as the concentration of an analyte that produces an integrated absorbance signal of 0.0044 s. For all investigated elements, the linear correlation coefficients presented values higher than 0.99 and the LOD and LOQ were appropriate to determine the elemental composition of the biodiesel samples. The figure of merit obtained by the proposed method (ME) presented values of LOD similar to other works reported in the literature using flame spectrometric techniques.1313 de Jesus, A.; Vale, M. G. R.; Silva, M. M.; Talanta 2008, 74, 1378.,1414 Raposo, J. D.; Costa, L. M.; Barbeira, P. J. S.; J. Braz. Chem. Soc. 2015, 26 (1), 147.
15 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944.-1616 de Jesus, A.; Zmozinski, A. V.; Barbará, J. A.; Vale, M. G. R.; Silva, M. M.; Energy Fuels 2010, 24, 2109.,2121 Oliveira, L. C. C.; Vieira, M. A.; Ribeiro, A. S.; Baptista, P. M. Gonçalves, R. A.; Campos, R. C.; J. Braz. Chem. Soc. 2012, 23 (7), 1400.
Since there is no biodiesel reference material certified for Zn, Fe, Cu, Cr and Al, the accuracy of the proposed method was evaluated by recovery tests of the analytes added in the sample and comparison with digestion method. Organic standards of Zn, Fe, Cu, Cr and Al were added in samples B-01 and M-01 in two levels (spike 1 and spike 2) as described in the experimental section. The samples were then homogenized and separated in two aliquots: one for ME preparation and another for acid digestion. The results obtained by both methods for Zn, Fe, Cu, Cr and Al elements in the spiked samples are shown in Table 3.
Determination of Zn, Fe, Cu, Cr and Al in the spiked samples by HR-CS FAAS using microemulsion (ME) and acid digestion (AD) methods. Results expressed in mg kg-1 ± SD (n=3)
The concentrations of the measured analytes did not show significant differences (at a 95% confidence level), according to paired Student’s t-test (t-critical = 3.18 and t-calculated for Zn = 0.67; Fe = 0.12; Cu = 1.33; Cr = 1.36 and Al = 2.39). Recoveries of analytes added to biodiesel samples varied between 89% and 110% for ME and between 87% and 108% for acid digestion methods, which might be considered appropriate for the purpose of this work.
An additional recovery test with inorganic standard added to the ME prepared with sample M-02 was also performed and the obtained results showed satisfatory values ranging from 87 to 114%.
Certified reference materials were also used for the accuracy evaluation of the proposed method (ME) for K, Na, Ca and Mg. The results obtained and compared with the certificated reference materials can be found in Table 4.
The obtained values are not significantly different at the 95% confidence level, according Student’s t-test (t-critical = 4.30 and t-calculated for: K = 2.17; Na = 3.18; Ca = 1.73 and Mg = 0.52). Additionally, these results confirm the accuracy of the method and corroborate the possibility of using aqueous standards for calibration.
The RSD for the obtained values of concentration for Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca in biodiesel samples using ME by HR-CS FAAS using the results obtained in Tables 3 and 4, were less than 9%, which is in agreement with the values reported in the literature.1212 Aucélio, R. Q.; Doyle, A.; Pizzorno, B. S.; Tristão, M. L. B.; Campos, R. C.; Microchem J. 2004, 78, 21.,1414 Raposo, J. D.; Costa, L. M.; Barbeira, P. J. S.; J. Braz. Chem. Soc. 2015, 26 (1), 147.,1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944.
Analytical application
Ten biodiesel samples from different origins were analysed by HR-CS FAAS using the ME as sample preparation. Four samples (B-01, B-03, M-02 and M-03) did not present any concentration of the analytes above the LOD. The concentrations found for Fe, Na, K and Ca in the other six samples are shown in Table 5. As can be seen, Na and K (elements used in the biodiesel production), was found in almost all six samples, Ca (naturally found in the sources of biodiesel) was found in two samples and Fe (from the storage tanks) was found in just one sample, in concentrations above of the LOD. According Brazilian Legislation there are only defined limits for the amounts of Na+K (5 mg kg-1) and Ca+Mg (5 mg kg-1) in biodiesel samples.2727 Brazilian National Agency of Petroleum, Natural Gas and Biofuels (ANP): Resolução ANP n° 45, 25/08/2014 (in Portuguese). The elements Zn, Mg, Cu, Cr and Al were not found in any analysed sample in concentrations above the LOD obtained by the method. Nevertheless, many published papers88 Sánchez, R.; Sánchez, C.; Lienemann, C. P.; Todoli, J. L.; J. Anal. At. Spectrom. 2015, 30, 64.,1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944.,1717 Pereira, F. M.; Zimpeck, R. C.; Brum, D. M.; Cassella, R. J.; Talanta 2013, 117, 32. have reported concentrations above the LOD found in this work for Zn, Cu, Mg in biodiesel samples, proving that the proposed method is feasible for this application. The less favourable situation is for Al and Cr, due to the higher LOD obtained for these elements; just one paper reported concentrations above the LOD for Al2828 Vakh, C. S.; Bulatov, A. V.; Shishov, A. Y.; Zabrodin, A. V.; Moskvin, L. N.; Fuel 2014, 135, 198. and Cr.1919 Barela, P. S.; Silva, N. A.; Pereira, J. S. F.; Marques, J. C.; Rodrigues, L. F.; Moraes, D. P.; Fuel 2017, 204, 85.
The samples C-01, C-02 and C-03 were prepared by a research group with used cooking oil using three different methods of production, what explain the high amount of Na and K found in two of them; these concentrations were above the limits permitted by Brazilian Legislation. These concentrations (except for K in sample C-01 and C-02) are similar to results reported for biodiesel analysis in the literature for Na, K, Fe and Ca.44 Korn, M. G. A.; Santos, D. C. M. B.; Guida, M. A. B.; Barbosa, I. S.; Passos, M. L. C.; Saraiva, M. L. M. F. S.; Lima, J. L. F. C.; J. Braz. Chem. Soc. 2010, 21, 2278.,66 Lepri, F. G.; Chaves, E. S.; Vieira, M. A.; Ribeiro, A. S.; Curtius, A.; Oliveira, J. L. C. C.; Campos, R. C.; Appl. Spectrosc. Rev. 2011, 46, 175.,1414 Raposo, J. D.; Costa, L. M.; Barbeira, P. J. S.; J. Braz. Chem. Soc. 2015, 26 (1), 147.,1515 Antunes, G. A.; dos Santos, H. S.; da Silva, Y. P.; Silva, M. M.; Piatnicki, C. M. S.; Samios, D.; Energy Fuels 2017, 31(3), 2944.,19 It must be pointed out that with more sensitive techniques some concentrations of the elements which were not found with this technique can be found, as example for Zn, Cu, Cr and Al determined by ICP techniques, provided that an adequate change in the energy conditions of the plasma and/or the addition of oxygen to the carrier argon stream have been done for correcting matrix effects caused by the high carbon load due to biodiesel microemulsions.88 Sánchez, R.; Sánchez, C.; Lienemann, C. P.; Todoli, J. L.; J. Anal. At. Spectrom. 2015, 30, 64.,2020 Amais, R. S.; Garcia, E. E.; Monteiro, M. R.; Nogueira, A. R. A.; Nóbrega, J. A.; Microchem. J. 2010, 96, 146.,2222 Oliveira, L. C. C.; Vieira, M. A.; Ribeiro, A. S.; Lisboa, M. T.; Gonçalves, R. A.; Campos, R. C.; Energy Fuels 2012, 26 (11), 7041. The proposed method using HR-CS FAAS provided accurate results that are in agreement with alternative methods, making this procedure highly suitable for routine application.
CONCLUSION
The proposed method makes possible the accurate sequential determination of Zn, Fe, Mg, Cu, Na, K, Cr, Al and Ca in biodiesel samples by HR-CS FAAS. The ME sample preparation method allowed the use of aqueous inorganic standards instead of organic standards required in the methods based on dilution with organic solvents and avoids the use of concentrated acids for digestion. The sequential multi-element determination, in addition to reduced amount of sample (2.5 mL) due to the use of the flow injection mode, are the main benefits compared with the conventional F AAS with line source. The total time to determine nine analytes was around 13 min due to the adjustment of wavelengths, flame parameters and composition. The low LOD obtained in this work, in the range of µg kg-1 for most of elements (except for Al and Cr), showed that the method is adequate for this application. This accurate and simple determination makes this procedure highly suitable for routine application.
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SUPPLEMENTARY MATERIALSupplementary Material shows the absorbance spectrums for Fe in sample M-04, Ca and Na in sample B-02 and K in sample M-01 (Figure 1S) and the optimization of oleic acid mass added to ME to simulate biodiesel matrix in the standards for calibration (Figure 2S). Supplementary material available at http://quimicanova.sbq.org.br. Open access.
ACKNOWLEDGMENTS
This work was supported by the Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq Edital 40/2013 grant no. 405011/2013-0 and Universal 2012 grant no. 478998/2012-0) and by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES - Finance Code 001). M.M.S. has research scholarships from CNPq (grant no.311269/2019-2). D.O.L. and A.J. had research scholarship from Programa Nacional de Pós-Doutorado da Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (PNPD/CAPES) and A.V.Z. had a research scholarship from Projeto ANP-UFRGS.
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Publication Dates
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Publication in this collection
07 May 2021 -
Date of issue
Feb 2021
History
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Received
13 May 2020 -
Accepted
24 July 2020 -
Published
26 Nov 2020