modern technology of confectionery industries with formulae ar-infrared (NIR) analysis, and machine learning algorithms. 1. Spectroscopic Analysis NIR spectroscopy provides rapid, non-destructive testing of moisture, fat, and sugar content. NIR absorbance formula: \[ A = \varepsilon \times c \t J Jim Kuhlman-Kuhlman Jun 21, 2026