Evidence map›Paper›PMID 41321470›Full record

ArticleCurrent research in food science2025

Prediction of cabbage seed drying at lab and industrial scale using a 'non-equilibrium' sorption isotherm model.

J Veser, W Peeters, M A I Schutyser, R G M van der Sman

Abstract read
In one paragraph

Article in Current research in food science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Edible soft matter in between fluid and solid states.Current research in food science · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

J VeserLaboratory of Food Process Engineering, Wageningen University and Research, P.O. Box 17, Wageningen, 6700 AA, the Netherlands.
W PeetersLaboratory of Food Process Engineering, Wageningen University and Research, P.O. Box 17, Wageningen, 6700 AA, the Netherlands.
M A I SchutyserLaboratory of Food Process Engineering, Wageningen University and Research, P.O. Box 17, Wageningen, 6700 AA, the Netherlands.
R G M van der SmanLaboratory of Food Process Engineering, Wageningen University and Research, P.O. Box 17, Wageningen, 6700 AA, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drying is an important step in seed treatments to ensure high seed quality as well as storability. As drying can also negatively affect seed quality and is a time and energy intensive process, a mechanistic drying model was built to improve trial-and-error research and apply it to fluidised bed trials. First, material characteristics such as the sorption isotherm and diffusivity were measured and modelled. For the isotherms, it was found that a 'non-equilibrium' isotherm described the drying data better than the fully equilibrated measured isotherm. For the 'non-equilibrium' isotherm, the Flory-Huggins model was extended with an addition in glassy state including an elastic parameter by Leibler & Sekimoto. The different sorption behaviour during drying is hypothesized to occur due to accumulated mechanical stresses in the material. Microscopy and X-ray tomography support this hypothesis as air pockets in the seed appear during drying. The single seed model including the 'non-equilibrium' isotherm could predict drying behaviour of thin-layer dried seeds at different drying conditions up to 40 °C very well with a percent error below 10 %. Further, lab- and industrial-scale fluidised bed trials were performed, which were very reproducible and comparable. The uniformity of mixing in fluidised beds was checked to assess the applicability of the single seed model. Mixing was uniform and the single seed model could predict fluidised bed drying well. Thus, the model has high predictive power for moisture decrease for thin-layer as well as fluidised bed drying at lab and industrial scale. Limitations are drying temperatures above 40 °C, due to a not-optimal diffusivity model and no isotherm data. The proposed model can be a useful tool for optimising seed drying processes, if combined with a quality model as a next step.

Indexed as

Cabbage seedsDrying modelIsothermPrimingSeed dryingStresses

Identifiers

PMID41321470
PMCPMC12661423

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.