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Record W4386071211 · doi:10.11159/icmie23.131

Application Limits of small dimensioned Sintered Journal Bearings in Grease-lubricated Planetary Gears

2023· article· en· W4386071211 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueProceedings of the World Congress on Mechanical, Chemical, and Material Engineering · 2023
Typearticle
Languageen
FieldEngineering
TopicEngineering Technology and Methodologies
Canadian institutionsnot available
Fundersnot available
KeywordsGreaseLubricationComputer scienceMechanical engineeringEngineeringMaterials scienceComposite material

Abstract

fetched live from OpenAlex

The design of machine elements as sintered components offers further potential in addition to economic advantages in production and technical innovations, such as the use of self-lubricating components.As a result, sintered planetary gears are now being used in planetary gear units, with a journal bearing bushing integrated in the bore.In this context, it is necessary both to consider the material requirements in the joint material selection and to optimally resolve controversial design variables of both, the gear and the journal bearing, such as the gear width and the journal bearing width.On the occasion of this trend in development, the present research work deals with the application limits of sintered planetary journal bearings under grease lubrication.In the field of drive technology, it can be observed that these cannot be designed reliably according to the usual design guidelines, such as DIN 31652 1-4, VDI 2204 1-4 or ISO 7902 1-3 for conventional journal bearings.The result is failure of the bearing due to seizure and wear.Therefore, the decisive parameters need to be determined and further analysed.Due to the mutual influence on the operating performance of journal bearing and gearing and the resulting large number of parameters sets, it is not promising to systematically optimize the journal bearing system in gearbox tests.Therefore, the influence of the planetary gear is first abstracted.On a test bench specially developed for this application, the operating behaviour of a journal bearing bushing rotating around a stationary shaft is mapped and tested analogously to the operating conditions in a planetary gear.In the project, characteristic diagrams are thus generated for the characterization of sintered journal bearings.The results obtained by varying the parameter sets are presented and discussed.

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.

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 score0.027
Threshold uncertainty score0.730

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 head0.018
GPT teacher head0.217
Teacher spread0.199 · 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