Subtransmission system reliability enhancement using a thyristor controlled series capacitor
Why this work is in the frame
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Bibliographic record
Abstract
Summary form only given as follows. This paper examines the impact of thyristor controlled series capacitors (TCSC) on distribution substation system reliability. In this application, the TCSC are employed in a system to adjust the transmission infeed impedances and, therefore, increase the transmission system capacity without increasing the system fault current levels. In this context, a reliability model of a multi-module TCSC has been developed and incorporated in the transmission system. Two kinds of performance indices designated as the delivery-point and system indices are presented to examine the impact of TCSC on the subtransmission system reliability. The results of the investigations show a significant improvement in the delivery point and system reliability when utilizing the TCSC. The technique is illustrated by application to several different subtransmission schemes.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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