The Journal of Light Scattering, Volume. 37, Issue 1, 47(2025)
Research on online detection of milk powder components based on partial least squares regression and in-situ Raman spectroscopy technology
[7] [7] Mendes T O, Junqueira G M, Porto B L, et al. Vibrational spectroscopy for milk fat quantification: line shape analysis of the Raman and infrared spectra[J]. Journal of Raman Spectroscopy, 2016, 47(6): 692-698.
[8] [8] Li M, Chen J, Xu J, et al. Determination of lactose in milk by Raman spectroscopy[J]. Analytical Letters, 2015, 48(8): 1333-1340.
[9] [9] Huang Y Z, Gu J M, Xiang G, et al. Detection of totalprotein in milk using phosphomolybdic acid-mediated surface-enhanced Raman spectroscopy[J]. Journal of Raman Spectroscopy, 2016, 47(3): 277-282.
[10] [10] Mazurek S, Szostak R, Czaja T, et al. Analysis of milk by FT-Raman spectroscopy[J]. Talanta, 2015, 138: 285-289.
[11] [11] Galloway C M, Ru E L, EtchegoinP G. An Iterative Algorithm for Background Removal in Spectroscopy by Wavelet Transforms[J]. Applied Spectroscopy, 2009, 63(12): 1370-1376.
[12] [12] Ni Y N, Huang C F, Kokot S. Simultaneous determination of iron and aluminium by differential kinetic spectrophotometric method and chemometrics[J]. Analytica Chimica Acta, 2007, 599(2): 209-218.
[13] [13] Bayen A M, Siauw T, Chapter 13-Least Squares Regression, Editor(s): Alexandre M. Bayen, Timmy Siauw, An Introduction to MATLAB ???? Programming and Numerical Methods for Engineers, Academic Press, 2015: 201-210.
[14] [14] Yasin N, Naqvi S M D, Akhter M S. Simultaneous spectrophotometric determination of Co (II) and Co (III) in acidic medium with partial least squares regression and artificial neural networks[J]. Heliyon, 2024, 10(4): 26373.
[15] [15] Wei D, Chen S, Liu Q. Review of fluorescence suppression techniques in Raman spectroscopy[J]. Applied Spectroscopy Reviews, 2015, 50(5): 387-406.
[16] [16] Lazic V, Fantoni R, Falzone S, et al. Stratigraphic characterization of ancient Roman frescos by laser induced breakdown spectroscopy and importance of a proper choice of the normalizing lines[J]. Spectrochimica Acta Part B: Atomic Spectroscopy, 2020, 168: 105853.
[17] [17] McGoverin C M, Clark A S S, Holroyd S E, et al. Raman spectroscopic quantification of milk powder constituents[J]. Analytica Chimica Acta, 2010, 673(1): 26-32.
[18] [18] Khan H M H, McCarthy U, Esmonde-White K, etal. Potential of Raman spectroscopy for in-line-measurement of raw milk composition[J]. Food Control, 2023, 152: 109862.
Get Citation
Copy Citation Text
WANG Lixiang, GUO Xiangwei, LANG Qinzheng, Zhao Song. Research on online detection of milk powder components based on partial least squares regression and in-situ Raman spectroscopy technology[J]. The Journal of Light Scattering, 2025, 37(1): 47
Category:
Received: Apr. 11, 2024
Accepted: Apr. 30, 2025
Published Online: Apr. 30, 2025
The Author Email: WANG Lixiang (wanglx87@126.com)