Conference Paper

On the Development of the Fluorescence Excitation-Emission Etalon Matrix Algorithm of Wine

Volume: 23 September 30, 2023
  • Miranda Khajıshvılı
  • Jaba Shaınıdze
  • Kakha Makharadze
  • Nugzar Gomıdze
EN

On the Development of the Fluorescence Excitation-Emission Etalon Matrix Algorithm of Wine

Abstract

Our research provides for the analysis of different types of Georgian wine based on 3D fluorescence spectroscopy (3DF) using the Black Comet (200-950 nm) spectrometer manufactured by StellarNet. In this method, the 3D fluorescence signal is divided into a fixed number of statistical components. For each type of wine, a 3D database is strictly defined, which we conventionally call references. The etalon describe the excitation/emission spectra in detail. The advantage of the 3DF method compared to other statistical methods, such as peak component analysis (PCA), lies in the uniqueness of the unfolding of the spectra. The fluorescence spectra of the wine will be further analyzed by peak component analysis (PCA). After performing the PCA analysis, in order to reduce the number of tolerant etalon, we used the tolerant etalon sample (TES) comparison analysis, thus determining how tolerant the researched wine sample is to this or that specific etalon.

Keywords

References

  1. Azcarate S. M. et al. (2015). Modeling excitation–emission fluorescence matrices with pattern recognition algorithms for classification of Argentine white wines according grape variety. Food Chem, 184, 214–219.
  2. Gomidze N., Jabnidze I., Makharadze K., Khajishvili M., Shashikadze Z., Surmanidze Z., Surmanidze I. (2012). Numerical analyses of fluorescence characteristics of watery media via laser spectroscopy Method. Journal of Advanced Materials Research, 590, 206-211.
  3. Gomidze N.K., Makharadze K.A., Khajishvili M.R., Jabnidze I.N., & Shashikadze Z.K. (2014). Some issues of fluorescence characteristics aqueous media via diagnosis of laser spectroscopy method. International Journal of Engineering, Science and Innovative Technology, 3(3), 142-152.

Details

Primary Language

English

Subjects

Chemical Engineering (Other)

Journal Section

Conference Paper

Authors

Miranda Khajıshvılı This is me
Georgia

Jaba Shaınıdze This is me
Georgia

Kakha Makharadze This is me
Georgia

Nugzar Gomıdze This is me
Georgia

Early Pub Date

September 17, 2023

Publication Date

September 30, 2023

Submission Date

July 17, 2023

Acceptance Date

August 22, 2023

Published in Issue

Year 2023 Volume: 23

APA
Khajıshvılı, M., Shaınıdze, J., Makharadze, K., & Gomıdze, N. (2023). On the Development of the Fluorescence Excitation-Emission Etalon Matrix Algorithm of Wine. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 23, 93-99. https://doi.org/10.55549/epstem.1361727