Wind Resource Assessment: Analysis of the Vortex Bladeless Characteristics in Puerto Cortés, Honduras
Bibliographic record
Abstract
Abstract In the department of Cortés, many cities such as San Pedro Sula and Choloma truly invest in auto consumption installations for the residential and commercial sector; however, Puerto Cortés being one of the most prominent cities in Honduras, currently lacks any incentive of interest from its residents or authorities to implement distributive generation of any kind. Under this criterion, it was sought to study a renewable alternative distinct from solar energy suitable for its implementation in Puerto Cortés; Vortex Bladeless being a new concept in wind energy technology. A technical analysis was performed for the Vortex NANO device in situ to develop projections for a Vortex Tacoma device under the same conditions. The electrical performance of the device, the behavior of the wind resource and the power coefficient (Cp) were determined; analysis and results are based of the collected date on the 3 rd quarter of the year. A demand analysis (load profile) in the residential sector to determine the range covered with one (1) Vortex Tacoma device given its projections.
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.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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 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".