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Record W2949350834 · doi:10.82308/40998

Flow modification in McGill Heat Pipes

2005· article· en· W2949350834 on OpenAlexaboutno aff
Juhee Lee

Bibliographic record

VenueeScholarship@McGill (McGill) · 2005
Typearticle
Languageen
FieldEngineering
TopicHeat Transfer and Boiling Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHeat pipeHeat fluxHeat transferFlow (mathematics)Critical heat fluxMechanical engineeringMaterials scienceMechanicsEngineeringPhysics

Abstract

fetched live from OpenAlex

A heat pipe is a heat transfer device of very high thermal conductance that features two-phase flow. Research at McGill University has led to the development of the McGill Heat Pipe which includes an internal flow modifier. Such a heat pipe can be operated at very high heat fluxes. This area of heat pipe technology has potential in many applications in metallurgical industries. This thesis describes how the McGill heat pipe was developed, tested, modeled and applied in high heat flux situations. Until the development of the McGill Heat Pipe, three main issues had prevented the successful use of heat pipe technology in high heat flux applications. These relate to limitations imposed by film boiling, dry-out, and the structure of the flow. The McGill Heat Pipe has successfully addressed and overcome these limitations. To overcome film boiling and dry-out, a flow modifier was developed. The structure of the flow was changed by introducing a reservoir and a return line. This thesis describes some of the work that is being carried out to develop and evaluate families of flow modifiers, or spiral springs. Results from a number of high flux experiments will be detailed and the effects of the flow modifiers for each case will be described. In addition, the velocity of the return water was visualized with magnesium alloy chips and was measured with a video camera. Comparisons of the operation of the heat pipe both with and without a flow modifier are presented. This is the first study of its kind in which a transparent glass return line and particles were used to visualize the liquid flow in the return line of the heat pipe.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.021
GPT teacher head0.227
Teacher spread0.206 · 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 source (direct Gemma or distilled Codex), 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
Published2005
Admission routes1
Has abstractyes

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