infrastructure
Two Seconds of Delay Smooths the Training Load
Phase-coordinated launch timing cut simulated 0.2-to-2-hertz mean-square power fluctuation by 74.39 percent with 2.188 seconds of average delay.
Summary
Phase-coordinated launch timing cut simulated 0.2-to-2-hertz mean-square power fluctuation by 74.39 percent with 2.188 seconds of average delay.
A model-predictive controller offsets independent training-job starts so their periodic power swings cancel instead of stacking. In numerical results, it reduced mean-square fluctuation in the 0.2-to-2-hertz band by 74.39 percent and power standard deviation by 46.6 percent, while meeting launch deadlines. The evidence is simulated and does not measure a production grid.
Why it matters
Phase-coordinated launch timing cut simulated 0.2-to-2-hertz mean-square power fluctuation by 74.39 percent with 2.188 seconds of average delay.
Limits and context
- The evidence is simulated and does not measure a production grid.
Key claims
Phase-coordinated launch timing cut simulated 0.2-to-2-hertz mean-square power fluctuation by 74.39 percent with 2.188 seconds of average delay.
Qualification: The evidence is simulated and does not measure a production grid.
Evidence: source-2026-10-28-017
Sources
- arXiv preprint 2610.36441, original v1arXiv · primary research
Corrections
No corrections have been recorded for this story.