Synthetic evidence demo

Transformer evidence pack with a visible review trail.

Follow synthetic asset TX-47 from raw signals to an audit-ready evidence pack: what the agent saw, what it drafted, and what the engineer approved.

Specimen — synthetic data

This is a synthetic specimen. TX-47 does not exist: every value is fabricated for demonstration and is not diagnostic advice.

Asset context

One synthetic asset, end to end.

The same TX-47 values appear in the homepage scene, the product screens, and the sample pack — one specimen truth, so every number you meet agrees with the last one.

Asset
TX-47
Voltage class
230/69 kV
Rating
60 MVA
Cooling
ONAF
Commissioned
1998
Dataset
Approved synthetic training set

Signal walkthrough

Eight signals, one coherent story.

Dissolved-gas trends over 13 monthly samples, plus electrical and thermal context — each signal carries its own review status.

Dissolved gases

Hydrogen (H2)

At risk
148 ppm

Crossed the 80 ppm watch level after the gassing event

Methane (CH4)

Watch
74 ppm

Climbing in step with hydrogen

Ethylene (C2H4)

Watch
58 ppm

Above its 50 ppm screening limit

Acetylene (C2H2)

Watch
11 ppm

Low, but no longer zero

Moisture in oil

Normal
12 ppm

Stable after oil service

Electrical & thermal

PRPD activity

Watch
460 pC

460 pC peak, concentrated 30°–110°

SFRA correlation

Watch
0.87

0.87 in the 10–200 kHz band vs 0.99 below 2 kHz

Hot-spot temperature

Watch
98 °C

98 °C at 0.82 pu load; top-oil at 71 °C

Evidence readiness matrix

What reviewers can inspect before trusting the package.

The matrix separates evidence availability from condition judgment — GridAPM surfaces gaps instead of hiding them.

Readiness rates pilot preparation of each evidence stream — never asset condition.
Evidence area Synthetic source material Readiness Reviewer note
DGA and oil Recent lab reports, method notes, units Reviewable Trend needs continued watch
PRPD Pattern export, channel context, noise notes Partial Add test setup notes
SFRA Baseline and latest comparison Reviewable Confirm bushing configuration notes
Thermal / loading Loading profile, ambient, cooling state Reviewable Add hot-spot assumption owner
Maintenance history Oil service, inspection notes, work orders Reviewable Close one follow-up action
Approval path Asset engineer, maintenance planner, reliability owner Ready Define escalation threshold

Readiness states: Partial Reviewable Ready

Export pack

What the pilot team takes away.

A production pilot defines the export format, approval states, evidence retention, and the handoff path to maintenance, asset management, reliability, procurement, or governance teams.

  • Source evidence inventory
  • DGA trend summary
  • PRPD measurement-quality note
  • SFRA comparison note
  • Thermal / loading context
  • Maintenance history extract
  • AI draft rationale with reviewer edits
  • Approval and exception log

Run this walkthrough on approved evidence.

Scope a controlled pilot: your transformers, your evidence, your reviewers — with the same visible review trail.

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