---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- ai-infrastructure
- power-grid
- renewables
- storage
pretty_name: "Clarus AI Load Renewable Intermittency Coherence Risk v0.1"
dataset_id: "ai-load-renewable-intermittency-coherence-risk-v0.1"
domain: compute_energy_infrastructure
pillar: renewable_balance_coherence
series: "XSYS-03"
coherence_pair:
  observable_a: ai_load_ramp_and_demand_spike
  observable_b: renewable_variability_storage_and_grid_frequency_stress
ground_truth: ground_truth_label
validation_status: pre_release
---
What this repo is for

Detect when AI load ramps
collide with renewable intermittency
and balancing capacity fails.

Flags

high load ramp during renewable dip with weak storage

backup capacity too low to cover variability

frequency stress rising before curtailment

grid stress that cannot be explained by AI load alone