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Research paperPDF

arXiv preprint (University of Texas at Austin; formatted for IEEE Transactions on Power Systems) 2025

Wide-Area Power System Oscillations from Large-Scale AI Workloads

Model AI data-centre load as a persistent periodic forcing (0.3-1.5 Hz band, about 20% of peak fluctuating) rather than a ramp, and add oscillation analysis to the grid-interconnection study.

  • The fine-tuning model uses a dominant frequency U(0.3, 0.7) Hz and compute fraction 0.7-0.9.

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