uid stringclasses 10
values | dataset_id stringclasses 1
value | ai_load_ramp_signal stringclasses 3
values | renewable_output_variability_signal stringclasses 3
values | storage_buffer_signal stringclasses 3
values | dispatchable_backup_signal stringclasses 3
values | grid_frequency_stress_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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
XSYS03-001 | ai-load-renewable-intermittency-coherence-risk-v0.1 | low | low | high | high | low | Low load ramp and stable renewables with strong buffers. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | coherent | Buffers exceed variability. | stable | Synthetic |
XSYS03-002 | ai-load-renewable-intermittency-coherence-risk-v0.1 | moderate | moderate | moderate | moderate | moderate | Balanced system under moderate stress. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | coherent | Within tolerance. | stable | Synthetic |
XSYS03-003 | ai-load-renewable-intermittency-coherence-risk-v0.1 | high | high | low | low | high | High load ramp during renewable dip with weak storage and backup. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | incoherent | Outpaced balancing capacity. | frequency_event | Synthetic |
XSYS03-004 | ai-load-renewable-intermittency-coherence-risk-v0.1 | high | low | high | high | low | High load ramp but stable renewables and strong buffers. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | coherent | Capacity holds. | stable | Synthetic |
XSYS03-005 | ai-load-renewable-intermittency-coherence-risk-v0.1 | low | high | high | high | high | Low load but frequency stress high. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | incoherent | Stress not explained by AI load. | anomaly | Synthetic |
XSYS03-006 | ai-load-renewable-intermittency-coherence-risk-v0.1 | moderate | high | low | high | high | Renewable variability high with weak storage; backup present but insufficient. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | incoherent | Storage gap drives stress. | risk | Synthetic |
XSYS03-007 | ai-load-renewable-intermittency-coherence-risk-v0.1 | high | high | high | moderate | moderate | High variability but storage strong; backup moderate. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | coherent | Storage absorbs dips. | stable | Synthetic |
XSYS03-008 | ai-load-renewable-intermittency-coherence-risk-v0.1 | moderate | moderate | low | low | high | Moderate ramp but weak buffers create frequency stress. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | incoherent | Buffer shortfall. | frequency_risk | Synthetic |
XSYS03-009 | ai-load-renewable-intermittency-coherence-risk-v0.1 | low | low | moderate | moderate | low | Baseline stable. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | coherent | Baseline coherent. | stable | Synthetic |
XSYS03-010 | ai-load-renewable-intermittency-coherence-risk-v0.1 | high | high | moderate | high | moderate | High ramp and variability with strong backup. | Is AI load vs renewable balance coherent. Answer coherent or incoherent. | coherent | Backup contains stress. | stable | Synthetic |
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
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