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Record W4402438870 · doi:10.11159/htff24.271

Effect Of Geometrical Configuration On Cavity Dynamics In Planar Cavitating Venturis

2024· article· en· W4402438870 on OpenAlexvenueno aff
Anuja Vijayan, Pradeep Kumar P

Bibliographic record

VenueProceedings of the World Congress on Mechanical, Chemical, and Material Engineering · 2024
Typearticle
Languageen
FieldEngineering
TopicCavitation Phenomena in Pumps
Canadian institutionsnot available
FundersIndian Institute of Space Science and TechnologyIndian Space Research Organisation
KeywordsPlanarCavitationDynamics (music)SupercavitationMaterials scienceAcousticsOpticsPhysicsComputer scienceComputer graphics (images)

Abstract

fetched live from OpenAlex

The nature and the dynamics of the cavitation zone in a cavitating venturi are of interest to researchers for correctly predicting the venturi performance under varied operating conditions.The current work presents the influence of the throat configuration and low divergence angle on the cavity dynamics in planar cavitating venturis.The work presents results from Discrete Fourier Transform (DFT) and Spectral Proper Orthogonal Decomposition (SPOD) applied on shadowgraphy images from quasi-steady experiments.In the current work, we have used four planar venturis with different divergent half-angles and throat configurations for the study.Quasi-steady experiments have been conducted for a Pr range of 0.21 to 0.95 and an inlet Reynolds number range of 7.310 4 to 2.1810 5 .In our earlier work using 8 o (divergent half-angle) venturi, three different frequency behaviours at different pressure ratios (Pr, the ratio of absolute back pressure to inlet pressure) were experimentally observed.The cavitation zone showed low frequency oscillations (corresponding to partial shedding) at high Pr, a mix of low and high frequency oscillations at intermediate Pr and high frequency oscillations (corresponding to cloud cavitation) at low Pr.This venturi has been considered as the reference case for the present studies.The experimental observations show that the geometrical parameters significantly alter the cavity dynamics.The present experiments using a 3 o (divergence-half angle) planar venturi showed only low frequency oscillations induced by partial shedding.The experimental evidence from the other two planar venturis shows that the throat configuration (length and width of the throat) also significantly alters the cavity dynamics.For this study, two planar venturis with the same divergence angle but different throat configurations as the reference venturi have been used.An increase in the throat width in one venturi and a reduction in the throat length in the second venturi is observed to promote high frequency cloud shedding behaviour.Increasing throat width and decreasing throat length shifts the mix frequency regime towards high Pr (compared with the reference case).In the first venturi with no finite throat length, the low frequency oscillations are absent.The difference in the cavity dynamics can be attributed to the reduced boundary layer effects due to the reduced throat length.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.074
Threshold uncertainty score0.749

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 studies0.0000.000
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 head0.004
GPT teacher head0.208
Teacher spread0.204 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueProceedings of the World Congress on Mechanical, Chemical, and Material EngineeringSame topicCavitation Phenomena in PumpsFrench-language works237,207