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Record W4381619413 · doi:10.11159/ffhmt23.175

CFD Study Of Boss Fins’ Effect On Performance Of Marine Propellers

2023· article· en· W4381619413 on OpenAlexvenueno aff
Akshat Verma, Mohit Kapoor, Neeraj Kumbhakarna

Bibliographic record

VenueProceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer · 2023
Typearticle
Languageen
FieldEngineering
TopicCavitation Phenomena in Pumps
Canadian institutionsnot available
Fundersnot available
KeywordsBossMarine engineeringComputational fluid dynamicsEngineeringComputer scienceAeronauticsMechanical engineeringAerospace engineering

Abstract

fetched live from OpenAlex

With the advancing development and progressing economy, reduction in fuel consumption has proven to be a primary concern for the marine industry. This study deals with enhancing the efficiency of ship propulsion systems by reducing vortex-related losses downstream of the propeller. The method introduces a set of fins downstream the propeller placed at strategic locations pertaining to the flow field in order to reduce the vortex intensity behind and thus enhance the thrust generated. These are generally termed PBCF (propeller boss cap fins) due to the several designs having the boss cap downstream to the propeller, however, this may vary as per the ship/propeller design. For simplicity, we will refer to the boss fins as PBCF. The retro fitment of PBCF for a ship propeller is validated and the results are elaborated. Literature has been studied for past experiments for analysis of the potential of PBCF (Propeller boss cap fins) as an effective and potential energy saving device. The initial part of the paper presents the overall process of establishing an ANSYS CFX based CFD model for the standard Potsdam Propeller Test Case (PPTC) and the model's validation using the available experimental open water test results. The paper also presents a strategic design for fins for the PPTC propeller and a deep analysis of its effect on propeller performance, primarily the thrust generated and efficiency at similar operating torques. The paper also presents a study of the obtained results for pressure and velocity fields with and without PBCF for the PPTC propeller and their correlation with the overall effect on efficiency and fuel consumption.

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 score0.246
Threshold uncertainty score0.473

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)0.0000.000

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 head0.019
GPT teacher head0.228
Teacher spread0.209 · 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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueProceedings of the ... International Conference on Fluid Flow, Heat and Mass TransferSame topicCavitation Phenomena in PumpsFrench-language works237,207