Evidence map›Paper›PMID 41528968›Full record

ArticlePloS one2026

Process optimization of microwave drying for rice based on response surface methodology.

Chunshan Liu, Kezhen Chang, Jie Li, Jinquan Li, Siyu Chen, Yi Jin, Zhongjie Zhang, Zhigao Tang

Abstract read
In one paragraph

Article in PloS one, 2026. 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. 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

8 authors.

Chunshan LiuCollege of Mechanical Engineering, Jiamusi University, Jiamusi, China.
Kezhen ChangCollege of Mechanical Engineering, Jiamusi University, Jiamusi, China.ORCID https://orcid.org/0009-0003-7168-0162
Jie LiCollege of Mechanical Engineering, Jiamusi University, Jiamusi, China.
Jinquan LiAcademy of National Food and Strategic Reserves Administration, Institute of Grain Storage and Logistics, Beijing, China.
Siyu ChenCollege of Mechanical Engineering, Jiamusi University, Jiamusi, China.
Yi JinAcademy of National Food and Strategic Reserves Administration, Institute of Grain Storage and Logistics, Beijing, China.ORCID https://orcid.org/0000-0002-0729-9354
Zhongjie ZhangAcademy of National Food and Strategic Reserves Administration, Institute of Grain Storage and Logistics, Beijing, China.
Zhigao TangJiangsu Macrowave Microwave Technology Co., Ltd, Suzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To optimize the microwave drying process of paddy rice and improve its quality, the effects of hot air temperature, microwave power, and grain layer thickness on the post-drying potassium content, calcium content, vitamin B₁ content, and free fatty acid content of rice were investigated. Using response surface methodology, an experimental scheme based on the Box-Behnken design was constructed to analyze the influence of these three factors on the four nutritional and biochemical indicators. A multi-index optimization model was established and validated. The results showed that all response indicator models were statistically significant. The optimal process parameters were determined as follows: hot air temperature of 52.47°C, microwave power of 20 kW, and grain layer thickness of 2.78 cm. The corresponding predicted values were potassium content of 3724 mg/kg, calcium content of 113.7 mg/kg, vitamin B₁ content of 0.290 mg/100g, and free fatty acid content of 21.5 mg/100g. Validation experiments demonstrated that the dried rice under these conditions exhibited excellent quality, with relative errors between predicted and measured values below 3%, indicating the reliability of the model and the significant improvement in rice drying quality achieved by the optimized process. Furthermore, visual process reference charts were developed to provide a theoretical basis for adjusting process parameters in practical production.

Indexed as

DesiccationMicrowavesOryzaCalciumFatty Acids, NonesterifiedFood, ProcessedPotassiumVitamin B 12CalciumFatty Acids, NonesterifiedPotassiumVitamin B 12

Identifiers

PMID41528968
PMCPMC12799006

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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.