Semi-Supervised Learning Based Calibration Modeling of Near-Infrared Spectroscopy for Monitoring 1,3-Propanediol Fermentation Process Components
Release Time:2024-11-07 Hits:
Date of Publication: 2024-10-29
Journal: Chinese Control Conference, CCC
Page Number: 3553-3558
ISSN: 1934-1768
Key Words: 3-propanediol; 3-propanediol fermentation; Atomic emission spectroscopy; Calibration; Calibration model; Calibration model for near-infrared spectroscopy; Expectation maximization algorithm; Expectations maximization algorithms; Image segmentation; Infrared: spectroscopy; Maximum likelihood estimation; Near-infrared; Near Infrared; Orthogonal space-time block coded systems; Principal Components; Probabilistic principal component regression; Probabilistics; Regression analysis; Self-supervised learning; Semi-supervised learning