Bearings
Decision authority for rolling element bearings in rotating machinery. Validated on independent industrial datasets.
Contract Type
TYPE_A
Vibration-based assessment with baseline comparison
Confidence Cap
HIGH
Full confidence available when evidence supports
Physics-Based Operators
VeriOps evaluates bearing health using multiple independent operators:
Minimum 2 operators must agree for decision. Single-operator conclusions are not permitted.
Validation
Validated on independent real-world industrial datasets including:
- Controlled degradation experiments
- Accelerated life testing across failure modes
- Multiple bearing types and operating conditions
Disclosure: Validated on independent bearing failure datasets with run-to-failure data across multiple fault types.
Example Decision Output
2 operators (negentropy, kurtosis) indicate early wear. Baseline variance remains within reversible bounds. RMS stable.
Assessment covers 7-day window ending 2025-01-12. Valid for continued operation with monitoring.
Monitor and plan maintenance. Re-assess in 5 days or if conditions change.