On-Line Monitoring of Enzymatic Degumming of Soybean Oil Using Near-Infrared Spectroscopy.
NIR
Near-infrared
PAT
oil degumming
on-line analysis
process analytical technology
Journal
Applied spectroscopy
ISSN: 1943-3530
Titre abrégé: Appl Spectrosc
Pays: United States
ID NLM: 0372406
Informations de publication
Date de publication:
Dec 2023
Dec 2023
Historique:
medline:
28
11
2023
pubmed:
6
10
2023
entrez:
6
10
2023
Statut:
ppublish
Résumé
Degumming is an oil refinement process in which the naturally occurring phospholipids in crude vegetable oils are removed. Enzymatic degumming results in higher oil yield and more cost-efficient processing compared to traditional degumming processes using only water or acid. Phospholipase C hydrolyses phospholipids into diglycerides and phosphate groups during degumming. The diglyceride content can therefore be considered a good indicator of the state of the enzymatic reaction. This study investigates the use of near-infrared (NIR) spectroscopy and chemometrics to monitor the degumming process by quantifying diglycerides in soybean oil in both off-line and on-line settings. Fifteen enzymatic degumming lab scale batches originating from a definitive screening design (with varying water, acid, and enzyme dosages) were investigated with the aim to develop a NIR spectroscopy prediction method. By applying tailored preprocessing and variable selection methods, the diglyceride content can be predicted with a root mean square error of prediction of 0.06% (w/w) for the off-line set-up and 0.07% (w/w) for the on-line set-up. The results show that the diglyceride content is a good indicator of the enzyme performance and that NIR spectroscopy is a suitable analytical technique for robust real-time diglyceride quantification.
Identifiants
pubmed: 37801483
doi: 10.1177/00037028231203015
doi:
Substances chimiques
Soybean Oil
8001-22-7
Diglycerides
0
Plant Oils
0
Phospholipids
0
Water
059QF0KO0R
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1333-1343Déclaration de conflit d'intérêts
Declaration of Conflicting InterestsThe authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.