Cristin-resultat-ID: 1903480
Sist endret: 27. januar 2022, 15:00
NVI-rapporteringsår: 2021
Resultat
Vitenskapelig artikkel
2021

Optimization of instrument design for in-line monitoring of dry matter content in single potatoes by NIR interaction spectroscopy

Bidragsytere:
  • Jens Petter Wold
  • Marion O’farrell
  • Petter Vejle Andersen og
  • Jon Tschudi

Tidsskrift

Foods
ISSN 2304-8158
e-ISSN 2304-8158
NVI-nivå 1

Om resultatet

Vitenskapelig artikkel
Publiseringsår: 2021
Volum: 10
Hefte: 4
Sider: 1 - 14
Artikkelnummer: 828
Open Access

Importkilder

Scopus-ID: 2-s2.0-85104144705

Klassifisering

Emneord

Inline NIR • Dry matter • Potato • Interaksjon • Near infrared spectroscopy

Beskrivelse Beskrivelse

Tittel

Optimization of instrument design for in-line monitoring of dry matter content in single potatoes by NIR interaction spectroscopy

Sammendrag

Dry matter (DM) content is one of the most important quality features of potatoes. It defines the physical properties of the potatoes and determines what kind of product the potatoes can be used for. This paper presents the results obtained by a novel prototype NIR (near-infrared) instrument designed to measure DM content in single potatoes in process. The instrument is based on interaction measurements to measure deeper into the potatoes. It measures rapidly, up to 50 measurements per second, allowing several moving potatoes to be measured per second. The instrument also enables several interactance distances to be recorded for each measurement. The instrument was calibrated based on three different potato varieties and the calibration measurements were done in a process plant, making the calibration model suitable for in-line use. A good calibration for DM was obtained by partial least squares regression (RMSECV = 0.78% DM, R2 = 0.91). The instrument was tested in-line in the process plant and several batches of potatoes were monitored for the estimation of the DM distribution per batch. Accuracy of DM determination as function of measurement position on the potato was studied, and results indicate that NIR scans along the center part of the potatoes give slightly better results compared to scans taken on either side of the center. Small differences in optical measurement geometry influence the accuracy of the calibration models, underlining the importance of optimizing instrument design for successful measurements.

Bidragsytere

Jens Petter Wold

  • Tilknyttet:
    Forfatter
    ved Råvare og prosess ved NOFIMA

Marion O'Farrell

Bidragsyterens navn vises på dette resultatet som Marion O’farrell
  • Tilknyttet:
    Forfatter
    ved Smart Sensors and Microsystems ved SINTEF AS

Petter Vejle Andersen

  • Tilknyttet:
    Forfatter
    ved Råvare og prosess ved NOFIMA

Jon Tschudi

  • Tilknyttet:
    Forfatter
    ved Smart Sensors and Microsystems ved SINTEF AS
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