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Record W3215047282 · doi:10.82308/34988

Design, implementation, and characterization of a gravity heat pipe

2017· article· en· W3215047282 on OpenAlexfundno aff
Janakiraman Boopathy

Bibliographic record

VenueeScholarship@McGill (McGill) · 2017
Typearticle
Languageen
FieldEngineering
TopicHeat Transfer and Boiling Studies
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaMcGill University
KeywordsCharacterization (materials science)GeologyComputer scienceEnvironmental scienceMaterials science

Abstract

fetched live from OpenAlex

Gravity heat pipes (GHPs) are closed two-phase thermosyphons, which are also referred to as gravity-assisted wickless heat pipes. They are constructed by first evacuating a closed tube and then filling it with an appropriate amount of a chosen working fluid. The bottom portion of the tube is partially or fully filled with the liquid phase of the working fluid, and it is heated to perform as an evaporator. The upper portion of the tube is cooled and serves as a condenser. The central portion of the tube is usually very well insulated and referred to as an adiabatic section. A GHP operates as follows: the heat input to the evaporator causes the liquid contained within it to boil or evaporate; the generated vapor (being lighter than the liquid) moves upwards and then condenses in the condenser section; the condensate returns back to the evaporator under the action of gravity. Due to the latent heat associated with the phase-change processes, GHPs are able to sustain high rates of heat transfer with relatively small temperature differences, and their effective conductance can be significantly greater than copper rods of corresponding dimensions. This feature, along with their operation as a thermal diode (only one-way transfer of heat), simple construction, and wide operating temperature range, have made GHPs attractive for many applications: examples include heating, ventilating, and air-conditioning (HVAC) systems; enhanced latent-heat thermal energy storage units; permafrost preservation systems; geothermal systems for deicing roads and bridges; and cooling of electronic devices and fuel cells. In this work, a GHP was designed and constructed, along with a set-up that allows basic experimental investigations of this device. Water was used as the working fluid in this research. Experiments were conducted for several different combinations of parameters that lead to periodic unsteady and steady-state operation of the GHP. The design considerations and details of this GHP, the experimental investigation, and the results are presented and discussed concisely in this thesis.

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)0.002
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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.002

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 head0.025
GPT teacher head0.253
Teacher spread0.228 · 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
Published2017
Admission routes1
Has abstractyes

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