Stage 24 · Better fault classification
Demo inverter 01 fault classification
This is a deterministic fictional example. It separates the detected zero-output condition from its probable classification, shows evidence for and against certainty, and recommends the next investigation.
Rated AC
480 kW
Peer performance
0.0%
Estimated energy impact
24.8 MWh
Stage 24 result
Detected condition
Simulated device zero output
Detection confidence 88%
Likely classification
Device Zero Output
Classification confidence
90%
Deterministic score · not a probability
Why ArraySignal thinks this
- Simulated median output was 0% of the peer baseline.
- The pattern persisted across 77 production-active hourly observations.
- Simulated telemetry completeness is 100%.
Evidence against certainty
- No inverter event code is included in this simulated demonstration.
Missing evidence
- Inverter alarm and event codes are unavailable.
- Field-confirmed AC and DC measurements are unavailable.
Alternative explanation
- Communication Issue — 24%
Vendor context
- Fictional demo manufacturer; no vendor alarm or event code is supplied.
Recommended investigation
Review inverter status and alarms, then compare DC input voltage and current before deciding on a field visit.
Classifier stage24-reference-demo-v1