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Record W1965885738 · doi:10.2322/tastj.12.po_4_13

Experimental Investigation of the Instability of a Heated Meniscus in a Capillary Tube

2014· article· en· W1965885738 on OpenAlexafffund
Michel H. Garcia, John Polansky, Hosei Nagano, Tarik Kaya

Bibliographic record

VenueTRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES AEROSPACE TECHNOLOGY JAPAN · 2014
Typearticle
Languageen
FieldEngineering
TopicHeat Transfer and Boiling Studies
Canadian institutionsCarleton University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsCapillary actionMeniscusMechanicsMarangoni effectInstabilityMaterials scienceTube (container)Capillary waveOpticsWork (physics)Heat sinkSurface tensionThermodynamicsConvectionComposite materialPhysics

Abstract

fetched live from OpenAlex

An experimental study on the instability of a heated meniscus in a capillary tube is conducted to explain some of the temperature oscillations observed in the operation of loop heat pipes. In the past, several mechanisms have been proposed to explain the oscillations. Oscillations resulting from the location of the liquid-vapor interface inside the condenser or insufficient fluid charging are now well understood. Marangoni-driven interface instabilities were also proposed as a potential mechanism for oscillatory behavior. The present work will focus on the Marangoni-driven instabilities. Experimental results from testing conducted in ambient and in a saturated pentane environment will be presented. The capillary structure found in heat pipes is approximated experimentally using a glass capillary tube. The behavior of the interface is observed by using a video camera. The experimental results consist of visual observation of the interface and temperature measurements. The influence of several parameters leading to the destabilization of the evaporating meniscus is discussed. Due to varying heat loads and sink conditions encountered in space applications, the LHP may experience undesirable temperature oscillations; however, these oscillations can be avoided by appropriate countermeasures. Based on the experimental results of this work, it is concluded that a wick with a smaller pore size will be more resistant to the meniscus instability; thus, the extent of low amplitude/high frequency oscillations can be limited, or in some cases, eliminated.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
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 score0.021
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.003
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 head0.012
GPT teacher head0.230
Teacher spread0.217 · 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.

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

Citations1
Published2014
Admission routes2
Has abstractyes

Explore more

Same venueTRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES AEROSPACE TECHNOLOGY JAPANSame topicHeat Transfer and Boiling StudiesFrench-language works237,207