Dissertação
Determinação de cálcio em petróleo utilizando colorimetria com imagens digitais
Fecha
2022-03-18Autor
Baumann, Luiza
Institución
Resumen
In this work, a method was developed for the determination of Ca in petroleum using
colorimetry with digital images with the PhotoMetrix application. For this purpose, a
portable system was used based on the capture of digital images by an endoscopic
camera and the processing and treatment of the images was done using the
PhotoMetrix PRO application. The colorimetric analysis was based on complexation
reactions with Ca using calcein, murexide and calcon. The pH parameters and
concentration of each complexing agent necessary for the formation of stable
complexes with Ca were evaluated. A three variable Doehlert matrix (DOE), quadratic
model, was also used to evaluate the influences of the total volume of solution (1 to 2
mL), camera focal length (2 to 20 mm) and light intensity (30 at 180 lx) for digital image
acquisition. Finally, the regions of interest for capturing digital images (32x32, 64x64
and 128x128 pixels) were optimized and the possible interference caused by the
presence of magnesium was evaluated. After the capture of the images, the data were
processed in the PhotoMetrix PRO application using the multivariate calibration model
by the partial least squares (PLS) method. ASTM D4807 was evaluated as a sample
preparation method for further determination of Ca in petroleum samples. Therefore,
the saline species contained in the crude oil were isolated in a 0.45 μm membrane
after filtration, as recommended by the ASTM D4807 standard. The proposed method
with optimized conditions was applied to 5 crude oil samples with Ca concentrations
ranging from 5 to approximately 900 mg kg-1, to evaluate the predictive capacity of the
model. The results of the proposed method were compared with the values obtained
by the solubilization of the petroleum samples with determination by ICP OES and also
with the values obtained by microwave-assisted wet digestion using single reaction
chamber (MAWD-SRC) with determination by ICP OES, as reference methods.
Determination coefficients greater than 0.997 were obtained for the calibration models
built for the three complexing agents, using 5 factors. RMSECV values of 0.26, 0.35
and 0.32 mg L-1 were obtained for the regression models for calcein, murexide and
calcon, respectively. No significant differences were observed between the proposed
method and the reference methods (ANOVA, 95% confidence interval). The detection
and quantification limits were 0.62 and 2.05 mg kg-1, 0.12 and 0.40 mg kg-1 and 0.15
and 0.51 mg kg-1, for the complexing agents calcein, murexide and calcon,
respectively. No significant interference of magnesium was observed in petroleum
samples used in this work. Finally, the colorimetric method by digital images with
PhotoMetrix is considered a viable alternative for the determination of Ca crude oil
samples, due to its possibility of miniaturization, low cost, operational ease and speed
in obtaining and processing digital images.