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Record W7161985652 · doi:10.82308/32663

Evaluation of drying behavior of broccoli («Brassica oleracea L.») in hot air and microwave drying systems

2016· dissertation· en· W7161985652 on OpenAlexaboutno aff
Fengshun Zang

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicFood Drying and Modeling
Canadian institutionsnot available
Fundersnot available
KeywordsDehydrationFood spoilageMicrowaveShelf lifeWater contentAir temperature

Abstract

fetched live from OpenAlex

A common and well-accepted green vegetable, broccoli (Brassica oleracea L.) plays a significant role in both domestic and international markets. While rich in nutritional compounds, it is difficult to preserve. When dealing with broccoli spoilage issues in Quebec and elsewhere, drying presents a method to extend the shelf life of broccoli. A brief review of drying is followed by a more specific discussion and experimental investigation of broccoli's drying behavior under both hot air and microwave-assisted drying. The results of this investigation served to formulate practical recommendations for the vegetable processing industry.The drying kinetics under different conditions were determined. Overall drying time was significantly reduced under microwave-assisted (vs. hot air) drying. Under hot air drying temperature had the greatest influence on drying rate, whereas under microwave-assisted drying microwave power had the greatest influence on drying rate. Under microwave drying, a thicker layer of small broccoli particles was helpful in achieving rapid dehydration of broccoli. The semi-empirical Midilli-Kucuk equation accurately described broccoli drying kinetics under both hot air and microwave-assisted drying. Dielectric properties of broccoli at different temperatures and under different frequencies were also studied using the open-ended coaxial probe technique (Network-Analyzer with a high-temperature probe). While microwave-assisted drying provided a more uniform color appearance of the dried broccoli particles, these were darker and slightly yellower than those produced by hot air drying. A marginally better rehydration capacity was observed after microwave-assisted (vs. hot air) drying. To obtain a higher total phenolic content (TPC), total flavonoid content (TFC), and free radical scavenging ability (measured AEAC) in the final product, a suitable experimental design (Surface Response Design) was used to measure these quality parameters under a range of drying conditions. This data served to develop models to predict TPC, TFC, and free radical scavenging ability under both hot air drying and microwave drying, and determine the optimal drying conditions. Compared to hot air drying, microwave-assisted generated a product with more TPC, less TFC, and similar levels of free radical scavenging ability. Further, several pretreatments were studied to establish how they affected the after-drying quality of broccoli.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.292
Threshold uncertainty score0.307

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.047
GPT teacher head0.285
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

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