Research alpha

Datacenter Twin Lab

How do utility outages, generator failures and finite battery reserves affect power continuity?

Open repository ↗Pinned starting point ↗

Engineering approach

Deterministic synthetic utility, generator, battery and distribution-path scenarios; local browser arithmetic with an optional Python cross-check.

A local-first teaching simulator for electrical continuity, finite reserves and exact energy accounting.

Evidence inspector

Source reference
f6ac45e1dbaf1b65482b2fbd3144fa3c5261fc3c · current-main snapshot
Reviewed at
2026-09-16T20:13:45Z
Review scope
Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Published checks
The source documents energy-accounting checks, deterministic scenarios and browser/native comparisons. Independent external technical review has not yet been obtained.
Next action
Open the source-linked browser demo and inspect the AI-cluster generator-failure scenario.

Source snapshot · 2026-09-16
Pinned source f6ac45ePublished checks ↗

What this does not establish

No facility calibration, AC transients, protection coordination, cooling, workload-throughput prediction, reliability probabilities, certified uptime or physical controls.

Evidence associated with a tagged release or historical CI run does not automatically validate later commits. Review the exact source, environment and assumptions used for any reproduced result.

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