Design of Real-time Monitoring and Alarm Device for Leakage Current of Portable Insulated Rod
Why this work is in the frame
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Bibliographic record
Abstract
Leakage current is an important index of insulation performance of electrical equipment. This paper introduces a portable insulation rod leakage current real-time monitoring and alarm device. Combined with the actual scenario of the insulation rod operation method, the insulation rod and current detection and alarm function are integrated. The device can effectively monitor the leakage current on the insulation rod body and give real-time alarm under abnormal circumstances, so as to ensure the safety of the power grid operation without power failure. Through the use of the device, the operator can improve the perception of the rod leakage current, take timely measures to avoid the occurrence of power grid accidents, increase the fault tolerance rate of field operations, and effectively improve the safety of the work site.
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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 | 0.001 | 0.001 |
| 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