Development of a Multi-axis Active Seat Mount to Mitigate Vibration Transmission to Helicopter Aircrew
Bibliographic record
Abstract
This paper presents the performance evaluation of a multi-axis active helicopter seat mount. By simultaneously counteracting vibrations in three orthogonal directions, the mount mitigates the transmission of helicopter vibrations from the floor to the seat before reaching to the human body. This design is tested independently in each direction and simultaneously in all three directions using shaker tables. The input vibration prole used in these tests are helicopter flight measurements collected on a Bell-412 research helicopter. To cancel the input vibration, the feedforward Filtered-x Least Mean Square (FxLMS) algorithm is employed as the adaptive control law. Signicant suppression of the harmonic components of the N/rev harmonics is achieved for both independent and simultaneous testing. In each case, the overall g-rms reduction level is more than 40 % along each axis. The experimental testing veried the effectiveness of the active seat mount as a means to attenuate multi-axis vibrations experienced by helicopter aircrew.
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".