Rapid Detection of Cement Raw Meal Composition Based on Near Infrared Spectroscopy

被引：1

作者：

Huang, Bing ^{[1
]}

Wang, Xiaohong ^{[2
]}

Jiang, Ping ^{[2
]}

Qiao, Jia ^{[2
]}

机构：

[1] Jinan Univ, Sch Chem & Chem Engn, Jinan 250022, Peoples R China

[2] Jinan Univ, Sch Elect Engn, Jinan 250022, Peoples R China

来源：

JOURNAL OF WUHAN UNIVERSITY OF TECHNOLOGY-MATERIALS SCIENCE EDITION | 2022年 / 37卷 / 05期

基金：

中国国家自然科学基金;

关键词：

near infrared spectroscopy; cement raw meal; band selection; detection model; SELECTION; QUANTIFICATION; OPTIMIZES;

D O I：

10.1007/s11595-022-2612-1

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The composition of cement raw materials was detected by near-infrared spectroscopy. It was found that the BiPLS-SiPLS method selected the NIR spectral band of cement raw materials, and the partial least squares regression algorithm was adopted to establish a quantitative correction model of cement raw materials with good prediction effect. The root-mean-square errors of SiO2, Al2O3, Fe2O3 and CaO calibration were 0.142, 0.072, 0.034 and 0.188 correspondingly. The results show that the NIR spectroscopy method can detect the composition of cement raw meal rapidly and accurately, which provides a new perspective for the composition detection of cement raw meal.

引用

页码：900 / 904

页数：5

共 16 条

[1]

[Anonymous], 2018, Annu. B. ASTM Stand, P1, DOI [DOI 10.1520/C0114-18, DOI 10.1520/C0114-18.1.3, 10.1520/C0114-18.1.3]

[2] Quantification of mineral composition of Brazilian bee pollen by near infrared spectroscopy and PLS regression [J].

Costa, Maria Cristina A. ;

Morgano, Marcelo A. ;

Ferreira, Marcia Miguel C. ;

Milani, Raquel F. .

FOOD CHEMISTRY, 2019, 273 :85-90

[3] A new method for wavelength interval selection that intelligently optimizes the locations, widths and combinations of the intervals [J].

Deng, Bai-Chuan ;

Yun, Yong-Huan ;

Ma, Pan ;

Lin, Chen-Chen ;

Ren, Da-Bing ;

Liang, Yi-Zeng .

ANALYST, 2015, 140 (06) :1876-1885

[4] A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling [J].

Deng, Bai-chuan ;

Yun, Yong-huan ;

Liang, Yi-zeng ;

Yi, Lun-zhao .

ANALYST, 2014, 139 (19) :4836-4845

[5]

Elbagermia M. A., 2014, Int. J. Chem. Mol. Nucl. Mater. Metall. Eng., V8, P73

[6] Determination of lettuce nitrogen content using spectroscopy with efficient wavelength selection and extreme learning machine [J].

Gao, Hongyan ;

Mao, Hanping ;

Zhang, Xiaodong .

ZEMDIRBYSTE-AGRICULTURE, 2015, 102 (01) :51-58

[7]

Lim HH., 2020, NETWORK WEEKLY NEWS, V20, P1

[8] Rapid determination of phytosterols by NIRS and chemometric methods [J].

Liu, Yan ;

Wang, Yixin ;

Xia, Zhenzhen ;

Wang, Yingjie ;

Wu, Yongning ;

Gong, Zhiyong .

SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2019, 211 :336-341

[9] Varietal discrimination of hop pellets by near and mid infrared spectroscopy [J].

Machado, Julio C., Jr. ;

Faria, Miguel A. ;

Ferreira, Isabel M. P. L. V. O. ;

Pascoa, Ricardo N. M. J. ;

Lopes, Joao A. .

TALANTA, 2018, 180 :69-75

[10] Near infrared emission spectroscopy for rapid compositional analysis of Portland cements [J].

Reboucas, Jicarla Portela ;

Rodrigues Rohwedder, Jarbas Jose ;

Pasquini, Celio .

ANALYTICA CHIMICA ACTA, 2018, 1024 :136-144

← 1 2 →