Non-destructive determination of ethanol levels in fermented alcoholic beverages using Fourier transform mid-infrared spectroscopy

被引:33
|
作者
Debebe, Ayalew [1 ,2 ]
Redi-Abshiro, Mesfin [1 ]
Chandravanshi, Bhagwan Singh [1 ]
机构
[1] Univ Addis Ababa, Dept Chem, POB 1176, Addis Ababa, Ethiopia
[2] Haramaya Univ, Dept Chem, POB 138, Dire Dawa, Ethiopia
来源
CHEMISTRY CENTRAL JOURNAL | 2017年 / 11卷
关键词
Ethanol; Fermented alcoholic beverages; Traditional beverages; MIR-PLS; GC-FID; Ethiopia; INFRARED SPECTROMETRIC DETERMINATION; GAS-CHROMATOGRAPHY; VOLATILE COMPOUNDS; DISTILLED LIQUORS; FT-MIR; BEER; WINE; STRENGTH; METHANOL; DENSITY;
D O I
10.1186/s13065-017-0257-5
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Background: Traditional fermented alcoholic beverages are indigenous to a particular area and are prepared by the local people using an age-old techniques and locally available raw materials. The main objective of this work was the direct determination of ethanol in traditional fermented alcoholic beverages using mid infrared spectroscopy with partial least squares regression, verifying the robustness of the calibration models and to assess the quality of beverages. Results: The level of ethanol determination in Ethiopian traditional fermented alcoholic beverages was done using mid infrared spectroscopy with partial least squares regression (MIR-PLS). The calibration and validation sets, and real samples spectra were collected with 32 scans from 850-1200 cm(-1). A total of 25 synthetic standards (calibration and validation sets) with ethanol (2-10% w/w) and sugars (glucose, fructose, sucrose and maltose) (0-5% w/w) compositions were used to construct and validate the models. Twenty-five different calibration models were validated by cross-validation approach with 25 left out standards. A large number of pre-treatments were verified, but the best pre-treatment was subtracting minimum + 2nd derivative. The model was found to have the highest coefficients of determination for calibration and cross-validation (0.999, 0.999) and root mean square error of prediction [0.1% (w/w)]. For practical relevance, the MIR-PLS predicted values were compared against the values determined by gas chromatography. The predicted values of the model were found to be in excellent agreement with gas chromatographic measurements. In addition, recovery test was conducted with spiking 2.4-6.4% (w/w) ethanol. Based on the obtained recovery percentage, 85.4-107% (w/w), the matrix effects of the samples were not considerable. Conclusion: The proposed technique, MIR-PLS at 1200-850 cm(-1) spectral region was found appropriate to quantify ethanol in fermented alcoholic beverages. Among the studied beverages (Tella, Netch Tella, Filter Tella, Korefe, Keribo, Borde and Birz), the average ethanol contents ranged from 0.77-9.1% (v/v). Tej was found to have the highest ethanol content whereas Keribo had the least ethanol content. The developed method was simple, fast, precise and accurate. Moreover, no sample preparation was required at all. However, it should be noted that the present procedure is probably not usable for regulatory purposes (e.g. controlling labelling).
引用
收藏
页数:8
相关论文
共 50 条
  • [31] Rapid and non-destructive prediction of mango quality attributes using Fourier transform near infrared spectroscopy and chemometrics
    Munawar A.A.
    von Hörsten D.
    Wegener J.K.
    Pawelzik E.
    Mörlein D.
    Munawar, Agus Arip, 2016, Elsevier B.V., Netherlands (09) : 208 - 215
  • [32] Multimodal mid-infrared optical coherence tomography and spectroscopy for non-destructive testing and art diagnosis
    Zorin, Ivan
    Kilgus, Jakob
    Su, Rong
    Lendl, Bernhard
    Brandstetter, Markus
    Heise, Bettina
    OPTICS FOR ARTS, ARCHITECTURE, AND ARCHAEOLOGY VII, 2019, 11058
  • [33] Fourier transform infrared spectroscopy approach for measurements of photoluminescence and electroluminescence in mid-infrared
    Zhang, Y. G.
    Gu, Y.
    Wang, K.
    Fang, X.
    Li, A. Z.
    Liu, K. H.
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2012, 83 (05):
  • [34] VIBRATIONAL CIRCULAR-DICHROISM IN THE MID-INFRARED USING FOURIER-TRANSFORM SPECTROSCOPY
    LIPP, ED
    ZIMBA, CG
    NAFIE, LA
    CHEMICAL PHYSICS LETTERS, 1982, 90 (01) : 1 - 5
  • [35] Mid-infrared phase-controlled Fourier-transform spectroscopy
    Hashimoto, Kazuki
    Badarla, Venkata Ramaiah
    Ideguchi, Takuro
    2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2020,
  • [37] Non-destructive analysis of paintings using Fourier transform Raman spectroscopy with fibre optics
    Vandenabeele, P
    Verpoort, F
    Moens, L
    JOURNAL OF RAMAN SPECTROSCOPY, 2001, 32 (04) : 263 - 269
  • [38] Determination of protein concentration in raw milk by mid-infrared Fourier transform infrared/attenuated total reflectance spectroscopy
    Etzion, Y
    Linker, R
    Cogan, U
    Shmulevich, I
    JOURNAL OF DAIRY SCIENCE, 2004, 87 (09) : 2779 - 2788
  • [39] Precision spectroscopy of non-thermal molecular plasmas using mid-infrared optical frequency comb Fourier transform spectroscopy
    Sadiek, Ibrahim
    Puth, Alexander
    Kowzan, Grzegorz
    Nishiyama, Akiko
    Klose, Sarah-Johanna
    Roepcke, Juergen
    Lang, Norbert
    Maslowski, Piotr
    van Helden, Jean-Pierre H.
    PLASMA SOURCES SCIENCE & TECHNOLOGY, 2024, 33 (07):
  • [40] Non-destructive detection of fusarium head blight in wheat kernels and flour using visible near-infrared and mid-infrared spectroscopy
    Almoujahed, Muhammad Baraa
    Rangarajan, Aravind Krishnaswamy
    Whetton, Rebecca L.
    Vincke, Damien
    Eylenbosch, Damien
    Vermeulen, Philippe
    Mouazen, Abdul M.
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2024, 245