Application of Fourier Transform infrared spectroscopy (FTIR) coupled with multivariate regression for calcium carbonate (CaCO3) quantification in cement

水泥 碳酸钙 傅里叶变换 傅里叶变换红外光谱 红外线的 傅里叶变换光谱学 多元统计 材料科学 碳酸盐 红外光谱学 光谱学 矿物学 分析化学(期刊) 化学 数学 化学工程 复合材料 统计 光学 色谱法 冶金 有机化学 物理 工程类 数学分析 量子力学
作者
Victor Hugo Jacks Mendes dos Santos,Darlan Pontin,Gabriela Gonçalves Dias Ponzi,Amanda Sofia de Guimarães e Stepanha,Renan Bordulis Martel,Marta K. Schütz,Sandra Einloft,Felipe Dalla Vecchia
出处
期刊:Construction and Building Materials [Elsevier BV]
卷期号:313: 125413-125413 被引量:132
标识
DOI:10.1016/j.conbuildmat.2021.125413
摘要

• The carbonation process of cement with supercritical CO 2 was reevaluated. • Fast, low-cost, and reliable models were obtained to quantify CaCO 3 in cement by FTIR. • The effect of CO 2 on the cement matrix must be considered for the development of PLS. • The cement fractions relevant to the PLS regression are portlandite, CaCO 3 and C-S-H. • The PLS model showed a good correlation coefficient and a low CaCO 3 prediction error. Partial least squares (PLS) regression models were developed to quantify CaCO 3 in cement and to study the CO 2 effect on the material matrix. PLS results presented good correlation coefficient (R 2 = 0.9995) and low estimation error (RMSEP = 3.61 mg CaCO 3 /g cement). From the results, it was observed that the portlandite consumption, the increase in CaCO 3 content and the C-S-H decalcification-polymerization are the most relevant cement chemical transformations. Thus, it was concluded that: i ) it is possible to obtain fast, low-cost, and reliable models to quantify CaCO 3 by FTIR and ii ) the method is applicable to study carbonated cement-based materials.

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