Article ID Journal Published Year Pages File Type
7644658 Microchemical Journal 2012 7 Pages PDF
Abstract
► Monitoring of solid-state fermentation (SSF) in a pilot scale by FT-NIR spectroscopy technique. ► Support vector data description (SVDD) was employed to develop identification model. ► Compared to LDA, KNN, BPNN and SVM, SVDD revealed its superiority in handling imbalance training sets. ► This study demonstrates that FT-NIR spectroscopy combined with SVDD is an efficient method for the rapid monitoring of SSF.
Related Topics
Physical Sciences and Engineering Chemistry Analytical Chemistry
Authors
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