Autonomous Coordinated Control Scheme for Cooperative Asymmetric Low-Voltage Ride-Through and Grid Support in Active Distribution Networks With Multiple DG Units
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Bibliographic record
Abstract
This paper proposes a comprehensive autonomous coordination control scheme to achieve cooperative asymmetric low-voltage ride-through and grid support by multiple distributed generation units in an active distribution network. In addition to the decentralized nature of the proposed coordination scheme, it provides three important features: 1) a maximized flexible asymmetrical voltage support that does not affect the active current injection of individual units at the time of the support, 2) maximum support point tracking of each unit considering current, voltage, and power constraints, and 3) guided dynamic movement of the support points for each unit. The proposed scheme is examined in a practical test system, adapted from Hydro One medium-voltage distribution system in Ontario, Canada. Test results demonstrate the promising performance of the proposed control scheme.
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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 | 0.001 |
| 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