Rotating machinery and hydraulics
A baseline frozen at commissioning, and alarms measured on machines it never met.
What it ignores vs. When it speaks
Tactical edge systems cannot waste compute or bandwidth. The model spends energy only when evidence satisfies strict mission criteria.
What it ignores
Healthy records inside the commissioned band.
Pump drifting out of band
Trend above frozen baseline across cycles
Alarm · band and baseline date attached
How it decides
Every incoming sensory event moves through four verifiable operational phases:
Ignore
Healthy cyclic vibration within the commissioned tolerance envelope passes without alerting.
Recruit
Physical characteristics and frequency bands declared at installation establish the frozen normal band.
Refuse
The system refuses to score operating regimes that were never commissioned during installation.
Record
Every alarm carries the tolerance band, current operational regime, and original commissioning baseline date.
Technical Readiness & Stack Architecture
Measured Benchmark Results
0 of 480 false alarms on six held-out healthy bearings. The same study reports the nulls, including prognosis withdrawn.
Interfaces & Deployment
Interoperable Mission Applications
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