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Record W7161953930 · doi:10.82308/33802

Thermal interactions in laminar heterogeneous flames of non-volatile metal suspensions

2023· dissertation· en· W7161953930 on OpenAlexaboutno aff
Jan Palečka

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldEngineering
TopicCombustion and flame dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsCombustionLaminar flowThermalCoupling (piping)AluminiumFront (military)Flame structurePremixed flameLewis number

Abstract

fetched live from OpenAlex

The characteristic feature of non-volatile solid fuel suspensions is the absence of a continuous premixed gas flame front. Instead, the reaction is localized to or near the surface of individual particles. This “flame-within-a-flame” structure gives rise to a multi-faceted combustion process, whose dynamics are governed by a range of underlying mechanisms. To understand the combustion of solid fuels, fundamental studies often explore the different “facets” of the process. This approach is used in the present thesis which examines two such mechanisms – front coupling and heat locking – and interprets them via simple formulations based on thermal considerations.Front coupling governs the thermal interaction of reaction fronts formed by the combustion of two or more dissimilar fuels. Experiments were conducted in a novel Hele-Shaw cell apparatus in aluminum-propane-air mixtures, in which aluminum burns with the products of the propane-air front. In each run, the propagation of a quasi-2D flame in a thin high-aspect-ratio long rectangular channel between two parallel windows was observed. The unimpeded line-of-sight of the diagnostics allowed the visualization of the thermally coupled fronts, corresponding to the combustion of propane and aluminum, respectively. The coupling behaviour exhibits a strong dependence on the aluminum front rather than on the propane-air one. High-speed recording also showed several types of frontal instabilities affecting flame coupling/decoupling.Heat locking occurs when particles ignite and burn diffusively at temperatures higher than their surroundings. In low-thermal-diffusivity media, the fast reaction “locks” heat in steep temperature gradients around the particles. This transition into the so-called “discrete regime” leads to a fundamental switch in flame physics. Experiments were performed in a remotely operated module (built by Airbus Defence and Space) aboard sounding rockets and parabolic flights, as part of the Percolating Reactive Waves (PERWAVES) project, in collaboration with the European Space Agency (ESA) and the Canadian Space Agency (CSA). In each test, flames in suspensions of micron-size iron particles in xenon/oxygen gas propagated in transparent tubes. During the flight aboard the ESA MAXUS-9 rocket (April 2017), the flame speed of suspensions in 20%- and 40%-oxygen gas was measured. Despite their particles burning three times faster and at higher temperatures, flames in 40%-oxygen mixtures had the same speed as those in the less reactive 20%-oxygen mixture, confirming that flame combustion is controlled by inter-particle heat diffusion rather than by the rate of chemical reaction, in accordance with discrete flame theory. The frontal structure of the flames close to the propagation limit was investigated in a second sounding rocket campaign aboard the ESA TEXUS-56 in November 2019. High-speed imaging of the flames from the rocket flight and from a prior parabolic flight campaign aboard the National Research Council (NRC) Falcon-20 aircraft in May 2019 indicates that, close to their lean propagation limit, flames may exhibit a percolation-like behaviour

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.146
Threshold uncertainty score0.809

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.258
Teacher spread0.247 · 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 designSimulation or modeling
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
Published2023
Admission routes1
Has abstractyes

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