Robust Thrust-Only Control of Damaged Aircraft with Horizontal Tail Loss
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
The study of ∞ight dynamics and control of damaged aircraft has received much interest recently. Structural damage to airframe, stabilizers, or control surfaces do not only result in a large degree of undesired change and uncertainty in aircraft dynamics but also make it challenging to achieve desired control since the only efiective way is by modulating engine thrust. This emergency control strategy is referred to as propulsion-controlled aircraft (PCA). This paper presents the robust PCA ∞ight control for aircraft with asymmetric horizontal tail damage. The proposed PCA control approach utilizes the H1 loop transfer recovery technique and is contrasted with the conventional control method. The impact of damage and efiectiveness of the developed PCA controller is demonstrated through simulations. In this process, a method for parameterizing the efiect of the damage on the dynamics is also proposed and the dynamics of the aircraft with horizontal tail damage is developed by taking the proposed approach.
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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 | 0.001 | 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 | 0.000 | 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