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Record W4405864126 · doi:10.20998/2079-0775.2024.1.02

DEVELOPMENT OF ADJUSTABLE TAPERED AEROSTATIC BEARINGS FOR NON-CONTACT DIRECT MACHINE DRIVES

2024· article· en· W4405864126 on OpenAlexaff
Олексій Брешев, Павло Носко, Олександр Башта, Maksym Radko

Bibliographic record

VenueBulletin of the National Technical University «KhPI» Series Engineering and CAD · 2024
Typearticle
Languageen
FieldEngineering
TopicTribology and Lubrication Engineering
Canadian institutionsHatch (Canada)
Fundersnot available
KeywordsMechanical engineeringMaterials scienceEngineeringStructural engineeringAutomotive engineering

Abstract

fetched live from OpenAlex

The article is devoted to making adjustable conical air bearings. Its application in different machines allows increase load capacity and reliability, speed extension, reduce mass, overall dimensions and air consumption, secure stable rotary motion in speed wide range due to adjustment of static and dynamic characteristics of direct drives. Mathematical models of single-support and multi-support systems have been designed for study of its characteristics and efficiency of suggested improvements. Function relations between structural, functional, geometric parameters of conical aerostatic systems have been theoretically determined for adjustable air gap that allows change load capacity and dynamic characteristics of non-contact direct drives. Method of parametric conversion of conical bearings to radial and thrust bearings has been suggested. It gives analytical solution of non-contact drive static characteristics. Analytical stability criterion of rotor of single-support system has been determined. Working capacity conditions have been analytically obtained from mass and inertial properties, parameters and characteristics of air-bearing direct drive. Adjustable conical air-bearing pneumatic spindle has been manufactured. Experimental set-up and experimental technique have been designed for validation theoretical results. Design procedure of air-bearing non-contact drives has been engineered. Algorithm of numerical experiment of static characteristics and dynamic properties has been engineered for design decision verification.

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)0.000
metaresearch head score (Gemma)0.001
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: none
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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 science0.0010.000
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 head0.006
GPT teacher head0.181
Teacher spread0.175 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

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