Classification of the botanical origin for Malaysian honey using UV-Vis spectroscopy
The aim of this study is to perform the classification of three brands of Malaysian honeys according to their botanical origin using UV–Vis Spectroscopy. The ability to classify honey according to their botanical origin is important to ensure the quality of the product. A total of nine samples from...
Gespeichert in:
Hauptverfasser: | , , |
---|---|
Format: | Tagungsbericht |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | The aim of this study is to perform the classification of three brands of Malaysian honeys according to their botanical origin using UV–Vis Spectroscopy. The ability to classify honey according to their botanical origin is important to ensure the quality of the product. A total of nine samples from three commercial brands of honey produces were measured by a Lambda 35 UV-Vis Spectrometer. The wavelength range recorded was from 200 nm to 400 nm and used for model calibration. The (PCs) were extracted from principal components analysis (PCA), the first three (PCs) which accounted 98.03% of disparity of the spectra were combined separately with support vector machine (SVM) for the development of (PC-SVM) model, and achieved 100% discrimination accuracy. The results can be utilized in the development of device for the classification of honey accurately and rapid as well as safe guarantee to ordinary consumers. |
---|---|
ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/1.4975241 |