Driveline fluids · gear-oil-oxidation-viscosity-screen
Gear-oil Oxidation / Viscosity Screen
Combines oxidation and viscosity deviation from the gear-oil baseline.
Where to use
Combines oxidation and viscosity deviation from the gear-oil baseline.
Methodology
Uses only submitted measurements and transparent deterministic formulas/rules. No model training or hidden ML logic is used.
Standards context
Console version
GearOilOxidationViscosityScreen.exe input.csv output.json
CSV header: oxidation,viscosity_deviation,oxidation_warning,oxidation_critical
Limitations
The result is an engineering screen. Interpret it with the fresh-fluid baseline, laboratory method, OEM requirements and the asset-specific trend.