The Stiffness Evaluation of Tracking Solar Power Generator for Wind Load
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
Since the efficiency of the solar power system is dependent on the incident solar light, the solar modules have to be installed towards the sun.[1] Because the tracking type can adjust the angle of the solar module following the sun, the energy efficiency of this type is good. Since the tracking structure has to be installed outdoors, loads such as self weight, wind load, snow load, earthquake load have to be considered. In this paper, just two kinds of loads; the self weight and wind load, were considered for the simulation. The others were ignored because they are small relatively. The simulation was done using Ansys FEM code.[2-5] Wind load was simulated using the wind speed and the fluid properties set appropriate to the area where the structure was installed. From the simulation they were found how much stresses and deformations were caused by these loads. A series of experiments was conducted to verify the result of the simulation. Strain gages were attached to the position where the large strain value was shown in the simulation.
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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 | 0.001 |
| 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 | 0.001 | 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