datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
power-grid-renewable-output-forecast-coherence-risk-v0.1What this repo is for
Detect grid stress from renewable forecast error.
Focus
forecast vs actual output
ramp variability
backup readiness
storage margin
Why it matters
Forecast error plus no backup creates grid instability fast.
power-grid-frequency-coherence-loss-detection-v0.1What 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.
power-grid-voltage-stability-coherence-loss-v0.1What this repo is for
Detect voltage collapse risk.
Focus
voltage vs reactive margin
transformer loading
VAR support
intertie voltage
Why it matters
Voltage collapse spreads fast.
Early reactive imbalance is the warning.
power-grid-intertie-flow-coherence-risk-v0.1What this repo is for
Detect cascading risk between grid regions.
Focus
intertie congestion
flow direction stability
regional frequency delta
operator intervention
Why it matters
Large outages propagate through interties.
Unstable flows are the early signal.
power-grid-protection-trip-coherence-risk-v0.1What this repo is for
Detect grid stress from renewable forecast error.
Focus
forecast vs actual output
ramp variability
backup readiness
storage margin
Why it matters
Forecast error plus no backup creates grid instability fast.
power-grid-reserve-margin-coherence-risk-v0.1What this repo is for
Detect reserve shortfall before blackout risk rises.
Focus
reserve margin
ramp capacity
forecast error
contingency readiness
Why it matters
Blackouts rarely start at zero supply.
They start when reserves vanish.