The Effect of Rotors on the Aerodynamic Loads of a Quadrotor Fuselage
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.
Bibliographic record
Abstract
<p>Understanding the complex interactions between rotors and the fuselage is essential for designing the flight control system for the Unmanned Aerial Vehicle. This paper investigates the effect of rotors on the aerodynamic load of a quadcopter fuselage based on computational fluid dynamics simulations. Fuselage and the whole drone’s aerodynamics loads are studied along with the steady and transient-state simulation. Comparison between the plain fuselage and whole quadcopter was based on the computation results from different operating airspeeds and tilt angles. Drag coefficient was merely influenced, and in contrast, the rotors’ motion influenced the lift coefficient. Reasons for the impact of the rotor on the fuselage’s aerodynamic loads are discussed. Future work improvement and concluding of the analysis are presented.</p>
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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