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Record W2329562232 · doi:10.1016/j.piutam.2016.03.032

Numerical Continuation Applied to Nonlinear Rotor Dynamics

2016· article· es· W2329562232 on OpenAlexaboutno aff
Aydin Boyaci

Bibliographic record

VenueProcedia IUTAM · 2016
Typearticle
Languagees
FieldEngineering
TopicTribology and Lubrication Engineering
Canadian institutionsnot available
Fundersnot available
KeywordsBifurcationNumerical continuationControl theory (sociology)Rotor (electric)Nonlinear systemLimit cycleSaddle-node bifurcationMathematicsMechanicsEngineeringPhysicsComputer scienceMechanical engineering

Abstract

fetched live from OpenAlex

Besides the synchronous oscillations due to unbalance, high-speed rotors in oil film bearings are known to show whirl/whip instabilities which exhibit various types of subsynchronous oscillations. Here, the methods of numerical continuation are applied to study the subsynchronous oscillations in detail. The main scope is to analyze the stability and bifurcation behavior of the unbalanced Laval/Jeffcott rotor supported in semi-floating ring bearings. Characteristic bifurcation scenarios prove the existence of two different types of Hopf bifurcations which represent whirl/whip instabilities due to the inner or the outer oil films. Furthermore, it is shown that the critical limit cycle of non-tolerable amplitude is born at a saddle-node bifurcation. Finally, the influence of unbalance on the subsynchronous oscillations is investigated by tracing the occurring bifurcations in the parameter plane of the unbalance load and the rotor speed. The obtained bifurcation curves provide extended stability charts which illustrate the global solution behavior of the considered rotor bearing systems.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.005
GPT teacher head0.210
Teacher spread0.205 · 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 designTheoretical or conceptual
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

Citations19
Published2016
Admission routes1
Has abstractyes

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Same venueProcedia IUTAMSame topicTribology and Lubrication EngineeringFrench-language works237,207