uid stringclasses 10
values | dataset_id stringclasses 1
value | region stringclasses 9
values | grid_frequency_stability_signal stringclasses 3
values | pumping_load_signal stringclasses 3
values | storage_buffer_signal stringclasses 3
values | pressure_drop_signal stringclasses 3
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 5
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
WPGF-001 | water-pumping-grid-frequency-coherence-risk-v0.1 | UK-South | stable | stable | high | none | Stable grid and steady pumping with strong storage. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | coherent | No mismatch. | stable | Synthetic |
WPGF-002 | water-pumping-grid-frequency-coherence-risk-v0.1 | UK-South | drifting | spiking | low | moderate | Grid drifts while pumping load spikes and storage is low. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | incoherent | Pumping stress and low buffer. | supply_risk | Synthetic |
WPGF-003 | water-pumping-grid-frequency-coherence-risk-v0.1 | US-West | stable | rising | moderate | none | Rising pumping but frequency stable and storage ok. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | coherent | Absorbable ramp. | stable | Synthetic |
WPGF-004 | water-pumping-grid-frequency-coherence-risk-v0.1 | India | unstable | stable | low | high | Frequency unstable and storage low, pressure drops. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | incoherent | Grid instability hits supply. | outage_risk | Synthetic |
WPGF-005 | water-pumping-grid-frequency-coherence-risk-v0.1 | EU-North | stable | stable | high | none | Healthy buffers and stable grid. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
WPGF-006 | water-pumping-grid-frequency-coherence-risk-v0.1 | US-South | drifting | rising | low | moderate | Frequency drifts during peak demand, low storage. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | incoherent | Buffer too small. | pressure_event | Synthetic |
WPGF-007 | water-pumping-grid-frequency-coherence-risk-v0.1 | CAISO | stable | spiking | high | none | Spiking pump load but storage high and grid stable. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | coherent | Storage absorbs transient. | stable | Synthetic |
WPGF-008 | water-pumping-grid-frequency-coherence-risk-v0.1 | MiddleEast | unstable | spiking | low | high | Unstable grid and high pumping for desal distribution. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | incoherent | High sensitivity to grid events. | service_loss | Synthetic |
WPGF-009 | water-pumping-grid-frequency-coherence-risk-v0.1 | Canada | stable | stable | high | none | Hydro region stable. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | coherent | Resilient. | stable | Synthetic |
WPGF-010 | water-pumping-grid-frequency-coherence-risk-v0.1 | Africa | drifting | stable | low | moderate | Frequency issues with low buffer even at steady load. | Is grid frequency vs pumping and storage coherent. Answer coherent or incoherent. | incoherent | Low storage makes drift dangerous. | supply_risk | Synthetic |
What this repo is for
Detect when grid frequency drift and water pumping demand
decouple
before pressure drops and supply interruptions.
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