Age Discrimination of Chinese Baijiu Based on Midinfrared Spectroscopy and Chemometrics

Author:

Hu Shiqi12ORCID,Wang Le34ORCID

Affiliation:

1. College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China

2. Key Laboratory of Meat Processing and Quality ControlKey Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MOA, Jiangsu Synergetic Innovation Center of Meat Processing and Quality Control, Nanjing 210095, China

3. College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China

4. Key Laboratory of Navigation, Control and Health-Management Technologies of Advanced Aerocraft, Ministry of Industry and Information Technology, Nanjing 211106, China

Abstract

Baijiu is a traditional and popular Chinese liquor which is affected by the storage time. The longer the storage time of Baijiu is, the better its quality is. In this paper, the raw and mellow Baijiu samples from different storage time are discriminated accurately throughout midinfrared (MIR) spectroscopy and chemometrics. Firstly, changing regularities of the substances in Chinese Baijiu are discussed by gas chromatography-mass spectrometry (GC-MS) during the aging process. Then, infrared spectrums of Baijiu samples are processed by smoothing, multivariate baseline correction, and the first and second derivative processing, but no significant variation can be observed. Next, the spectral date pretreatment methods are constructively introduced, and principal component analysis (PCA) and discriminant analysis (DA) are developed for data analyses. The results show that the accuracy rates of samples by the DA method in calibration and validation sets are 91.7% and 100%, respectively. Consequently, an identification model based on support vector machine (SVM) and PCA is established combined with the grid search strategy and cross-validation methods to discriminate the age of Chinese Baijiu validly, where 100% classification accuracy rate is obtained in both training and test sets.

Funder

Postgraduate Research and Practice Innovation Program of Jiangsu Province

Publisher

Hindawi Limited

Subject

Safety, Risk, Reliability and Quality,Food Science

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