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Published on: November 8, 2019
[Qualitative detection of bottled vinegar based on NIR spectroscopy technique]
Hai-Yan Song1, Gang Qin, Hai-Qin Liu
1College of Engineering, Shanxi Agricultural University, Taigu 030801, China. yybbao@163.com
Near infrared reflectance (NIR) spectroscopy can detect bottled vinegar, but glass packaging affects results. A 1st derivative method successfully eliminated this interference, achieving 100% accurate qualitative analysis.
Area of Science:
- Analytical Chemistry
- Spectroscopy
Background:
- Non-invasive analysis of food products like vinegar is crucial for quality control.
- Near infrared (NIR) spectroscopy offers a rapid, non-destructive method for chemical analysis.
- Glass packaging can interfere with spectroscopic measurements, necessitating method optimization.
Purpose of the Study:
- To assess the feasibility of using NIR spectroscopy for detecting bottled vinegar.
- To investigate the impact of glass packaging on NIR spectral data.
- To develop a method for accurate qualitative analysis of bottled vinegar.
Main Methods:
- Transmission spectra of bottled vinegar samples were acquired using NIR spectroscopy.
- Spectra were compared between direct bottled detection and traditional cell detection methods.
- The 1st derivative method was applied to mitigate packaging interference.
- Principal Component Analysis-Artificial Neural Network (PCA-ANN) was used for qualitative analysis.
Main Results:
- Significant spectral differences were observed between bottled and cell detection methods.
- Glass packaging altered characteristic absorption peaks and absorbance values.
- The 1st derivative method effectively removed the influence of glass packaging.
- The PCA-ANN model achieved 100% prediction accuracy for qualitative analysis.
Conclusions:
- NIR spectroscopy is applicable for bottled vinegar detection.
- Glass packaging significantly influences NIR spectral data.
- The 1st derivative method combined with PCA-ANN is a robust approach for accurate qualitative analysis of bottled vinegar, overcoming packaging interference.
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