Real‐time electromagnetic transient and transient stability co‐simulation based on hybrid line modelling
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
This study presents a different approach to co‐simulation based on an electromagnetic transient and transient stability (TS) hybrid line model for real‐time (RT) hardware‐in‐the‐loop applications. In the presented co‐simulation scheme, instead of resorting to equivalent systems, the detailed and external systems are linked through a simple hybrid line model that accounts for wave propagation in both electromagnetic and TS simulation paradigms. After presenting and discussing the hybrid line model, the Hypersim RT co‐simulation platform is detailed and the impacts of the RT constraint on various aspects of co‐simulation software are explained. Two application cases are then presented: the first one to illustrate the validity of the presented approach and the second one to illustrate the performance of the RT co‐simulation platform. This study concludes by describing the remaining challenges for future work.
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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 | 0.001 | 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