The Production Method of High Pressure Hydraulic Cylinders
Why this work is in the frame
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Bibliographic record
Abstract
This paper deals with the questions of design, calculation methods, work reliability and providing a longer service life of hydraulic high pressure cylinders, with the possibility of using of additional technological solutions. This paper considers a method of assembling of cylindrical connections through a heating of a female part. Using these methods it is possible to improve a durability of force fittings, reduce a tightness and stress-strain state of assembly units, reduce time and energy costs for an assembling. Offered technological method is related to machine-building hydraulic drive and can be used in coal, machine-building and other industries, in particular in mechanized supports for coal and other minerals underground mining. The design-engineering support was developed to improve reliability, work efficiency and operating characteristics of power hydraulic cylinders.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it