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EVIDENCE & LIMITATIONS
Read the claim. Inspect the boundary.
A clear source record is more useful than a badge that implies more than the evidence supports.
Evidence vocabulary
- Unit-tested
- Function-level expected software behavior, under stated test inputs.
- Regression-tested
- Deterministic outputs compared with expected results for a specific version and environment.
- Numerically verified
- Analytic, conservation or convergence checks—not automatic physical validation.
- Synthetic holdout
- Evaluation against unseen generated profiles, not measured field behavior.
- Measured validation
- A stronger claim requiring traceable measurements, evaluation design and documented uncertainty.
None of the atlas geometry, source-document reviews or local website tests establishes hardware qualification, grid-code compliance, facility calibration, certification or field validation.
Freshness is explicit
These are pinned source snapshots reviewed on 2026-09-16. A later source check cannot silently change the scope of an earlier claim. A separate metadata refresh records newer references for human review; it does not rewrite curated scientific assertions.
The page labels snapshots older than 30 days when JavaScript is available. Dates remain visible without JavaScript. Unknown values remain unknown, never zero.
Source records
Reduced-order battery, thermal, state-estimation and converter models with runnable checks and stated boundaries.
Scope: Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Limits: Synthetic or illustrative benchmarks unless a source explicitly says otherwise. Not physical-cell, hardware, certification or grid-code validation.
Source snapshot · 2026-09-16
Pinned source c13aec2 ↗Published checks ↗
A local-first teaching simulator for electrical continuity, finite reserves and exact energy accounting.
Scope: Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Limits: No facility calibration, AC transients, protection coordination, cooling, workload-throughput prediction, reliability probabilities, certified uptime or physical controls.
Source snapshot · 2026-09-16
Pinned source f6ac45e ↗Published checks ↗
Lifecycle templates and executable readiness audits for reviewable BESS delivery evidence.
Scope: Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Limits: Does not replace the governing contract, applicable standards, authority requirements, manufacturer instructions or a competent engineer’s acceptance decision.
Source snapshot · 2026-09-16
Pinned source 2ed8d9d ↗Published checks ↗
Chronological holdout, empirical model comparison, bounded EOL/RUL and residual-bootstrap diagnostics.
Scope: Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Limits: Empirical curve fits, not electrochemical or safety models. Bundled LFP/NMC data are synthetic; an EOL outside the supported window remains unavailable.
Source snapshot · 2026-09-16
Pinned source 8d23047 ↗Published checks ↗
Synthetic sequential-price and historical day-ahead protocols with commit-bound result bundles.
Scope: Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Limits: Not a live bidding system or revenue forecast. Price-taking assumptions omit bid curves, fees, imbalance settlement, market impact and plant-level certification.
Source snapshot · 2026-09-16
Pinned source ad5a7e5 ↗Published checks ↗
Explainable grid-support references with explicit power, energy and operating limits.
Scope: Pinned repository documentation reviewed; upstream scientific tests not rerun here.
Limits: Educational reference, not a grid-code compliance determination, protection-setting approval, plant-controller specification or battery-warranty assessment.
Source snapshot · 2026-09-16
Pinned source 928ceec ↗Published checks ↗
Research and live links
DOI relationships are reported by the pinned profile README, not a fresh full-paper review. External links can change; the Datacenter Twin Lab URL is source-linked, but its deployed application was not exercised in the packaging environment.
Privacy and interaction
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3D is optional and uses a conceptual, original model. Reduced motion, the static poster and the normal HTML reading path are always available. Automated checks are not accessibility certification.