Datasets:
uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.03k | grid_region stringclasses 5
values | frequency_hz float64 49.3 60 | rate_of_change_hz stringclasses 2
values | load_balance_state stringclasses 2
values | generation_reserve_margin stringclasses 3
values | intertie_flow_stability stringclasses 2
values | operator_intervention_flag stringclasses 2
values | ops_summary stringclasses 9
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 2
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PGF-001 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,025 | region_a | 50 | stable | balanced | high | stable | no | Frequency stable and balanced. | Is frequency coherence intact. Answer coherent or incoherent. | coherent | Frequency and load aligned. | stable_grid | Synthetic |
PGF-002 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,025 | region_a | 49.5 | falling | imbalanced | low | unstable | yes | Frequency dropping under load. | Is frequency coherence intact. Answer coherent or incoherent. | incoherent | Reserve margin insufficient. | outage_risk | Synthetic |
PGF-003 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,025 | region_b | 60 | stable | balanced | high | stable | no | Stable US grid. | Is frequency coherence intact. Answer coherent or incoherent. | coherent | Balanced generation. | stable_grid | Synthetic |
PGF-004 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,025 | region_b | 59.3 | falling | imbalanced | low | unstable | yes | Frequency drop. | Is frequency coherence intact. Answer coherent or incoherent. | incoherent | Generation deficit. | outage_risk | Synthetic |
PGF-005 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,024 | region_c | 50 | stable | balanced | medium | stable | no | Normal. | Is frequency coherence intact. Answer coherent or incoherent. | coherent | Stable reserve. | stable_grid | Synthetic |
PGF-006 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,024 | region_c | 49.4 | falling | imbalanced | low | unstable | yes | Load spike. | Is frequency coherence intact. Answer coherent or incoherent. | incoherent | Frequency decay detected. | outage_risk | Synthetic |
PGF-007 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,024 | region_d | 60 | stable | balanced | high | stable | no | Stable. | Is frequency coherence intact. Answer coherent or incoherent. | coherent | Aligned supply. | stable_grid | Synthetic |
PGF-008 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,024 | region_d | 59.2 | falling | imbalanced | low | unstable | yes | Instability. | Is frequency coherence intact. Answer coherent or incoherent. | incoherent | Reserve collapse. | outage_risk | Synthetic |
PGF-009 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,023 | region_e | 50 | stable | balanced | high | stable | no | Stable. | Is frequency coherence intact. Answer coherent or incoherent. | coherent | Frequency normal. | stable_grid | Synthetic |
PGF-010 | power-grid-frequency-coherence-loss-detection-v0.1 | 2,023 | region_e | 49.3 | falling | imbalanced | low | unstable | yes | Pre-outage. | Is frequency coherence intact. Answer coherent or incoherent. | incoherent | Frequency collapse pattern. | outage_risk | Synthetic |
What this repo is for
Detect when grid frequency is drifting toward collapse.
Focus
frequency vs load balance
reserve margin
intertie stability
rate of change
Why it matters Frequency decay precedes blackouts. Early signals appear seconds to minutes before failure.
- Downloads last month
- 10