Design and Modeling of a Vectored Electrospray Thruster
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
View Video Presentation: https://doi.org/10.2514/6.2022-4271.vid Electrospray thrusters employing multiplexed emission from arrays of linear porous wedge emitters have recently gained prevalence in the nanosatellite propulsion community. While these devices naturally offer high-performance thrust profiles, their capabilities may be enhanced further via the implementation of thrust vector control, which is conducive for optimized nanosatellite attitude and trajectory control. A Vectored Electrospray Thruster (VET) that provides multi-axis attitude actuation via thrust vector control is currently being investigated at the Royal Military College of Canada Advanced Propulsion and Plasma Exploration Laboratory (RAPPEL). The VET employs porous wedge emitters and uses pulse-width modulation to generate stepped emission differentials across the propulsion plane, producing precise linear impulse and torque bits. The design and modeling of a two-emitter VET prototype that enables single-axis attitude actuation is presented and discussed.
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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