Rapid and simultaneous quantitative and discriminative analyses of liquor quality parameters with machine learning-assisted batch Raman spectroscopy: Synergistic instrumental upgrade and chemometric optimization
Wenguang Liu, Xiaohong Liang, Songgui He, Zhuangwei Shi, Baoyan Cen, Wangqiao Chen, Hai Bi, Chenhui Wang
Topics & Concepts
ChemometricsPrincipal component analysisArtificial intelligenceSupport vector machineChemistryAlcohol contentMachine learningComputer sciencePattern recognition (psychology)AlcoholBiochemistrySpectroscopy and Chemometric AnalysesFermentation and Sensory AnalysisPhytochemicals and Antioxidant Activities