Oil analyses → transparent technical decisions
Oil‑Club is used as a large human research corpus of real VOA/UOA cases. The portal runtime contains no ML: only structured inputs, deterministic rules, simple statistics and one global execution queue.
COMMERCIAL PROFILE: fleets, trucks, heavy equipment and diesel generators
Priority product: hour-normalized UOA, sample prioritization, peer benchmarking, controlled extended drains, fuel, hydraulics and maintenance handoff.
Transport operators, taxi fleets, mining, construction and agricultural fleets, service laboratories and generator owners.
Application profiles
COMMERCIAL PROFILE: fleets, trucks, heavy equipment and diesel generators
Priority product: hour-normalized UOA, sample prioritization, peer benchmarking, controlled extended drains, fuel, hydraulics and maintenance handoff.
94 utilities →ProfileJapanese passenger vehicles
Hybrids, naturally aspirated and turbo gasoline engines, CVT/ATF and short urban trips.
72 utilities →ProfileGerman passenger vehicles
OEM approvals, ACEA, turbo/GDI, DPF/GPF, DCT/ATF and controlled intervals.
72 utilities →ProfileKorean passenger vehicles
GDI/T-GDI, short intervals, fuel dilution, CVT/DCT/ATF and coolant.
74 utilities →ProfileChinese passenger vehicles
Turbo/GDI, hybrids, DCT/CVT, declared-specification checks and engine-specific baselines.
74 utilities →Featured profileTaxi and severe urban duty
Engine hours, idling, short trips, hybrids, gaseous fuel and earlier-analysis prioritization.
80 utilities →ProfileIndustrial OCM
Industrial bridge: hydraulics, gearboxes, turbines, transformers and water/particle control.
50 utilities →Key utilities
Heavy-Duty Diesel UOA
Combined soot, fuel, TBN, viscosity, Fe and coolant screen for heavy-duty equipment.
Run →Commercial fleetFleet Sampling Priority
Prioritizes assets by criticality, overdue status, previous severity and operating hours.
Run →Commercial fleetDiesel Generator Oil
Screens generator engine oil considering infrequent operation, test starts and loading.
Run →Used oil analysisUsed Oil Overall Screen
Combined screen of viscosity, alkalinity reserve, fuel, water and wear metals.
Run →Industrial OCMTransformer Oil DGA Screen
Calculates TDCG and flags acetylene, hydrogen, ethylene and CO/CO₂ for expert classification.
Run →Data qualityLaboratory Comparison
Calculates relative difference between two laboratories; methods and the sample must be comparable.
Run →Auto OCM does not require machine learning. If a customer has a sufficiently labelled historical dataset, FUZKK can build separate ML software without turning the base portal into a heavy AI platform.