Dynamic Security Constrained Pool Dispatch in Competitive Electricity Market
Why this work is in the frame
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Bibliographic record
Abstract
This article studies the impact of incorporating dynamic security considerations on dispatch in the operation of a power pool in an open-market environment. Making a system dynamically secure may require the re-dispatch of generators in an unbundled system and have an effect on pool prices and on commercial competition between generators. Achieving a commercially transparent and technically justifiable approach, therefore, is very important. The authors use a transient energy function approach to calculate the stability margin of the system after clearing a typical fault. A hybrid method is applied to calculate the approximate unstable equilibrium point that is used to locate the exact unstable equilibrium point that is required for establishing an energy margin. Re-dispatch is undertaken if this margin is inadequate. The apportionment of dispatch changes among generators is made sensitive to price signals so as to allow competition among generators. This article considers pool dispatch only.
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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 | 0.000 | 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