GRID CORTEX
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The time-series data and modal analysis results are located within each folder.
The overall distribution of stability in the dataset, in various aspects. Toggle for different views.
🟦 Load Increase Dataset
Simulation Duration: 60 s
Time Resolution: 0.001 s
Event: 10% global load increase
Event Start: s = 20
Event Duration: 40 s
📁 Files: 9698
💾 Size: N/A (remote access)
Stable
Cases
Cases
4,239
Unstable
Cases
Cases
612
Failed
Cases
Cases
207
Voltage
Violations
Violations
393
Oscillatory
Unstable Cases
Unstable Cases
47
The dispatches by SG, GFM, and GFL units.
The voltage measurements of buses 4, 6, 8, which are the three buses required for complete observability.
Modal analysis of the system at t = 60 s.
Likelihood of the system to destabilize as predicted by the sliding-window DMD workflow.
Evolution of the system dynamics calculated using DMD windows. Edge thicknesses are proportional to their values. Node radii are proportional to the sum of conneted edge values.
2178
Location of the current generation mix on the ternary plot.
The final system dynamics.
1 98
1 98
1 98
First adjust the SG penetration, then adjust the GFM penetration. GFM penetration + SG penetration cannot exceed 99%.
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Cortex-GPT for AI-Assisted Data Analysis and Recommendations
Cortex-GPT for AI-Assisted Data Analysis and Recommendations