PRODUCTION
Oil & Gas Wells
Decision authority for offshore and onshore well monitoring. Validated on real-world operational datasets.
Contract Type
PROCESS
Process signal assessment (pressure, temperature, flow)
Confidence Cap
HIGH
Full confidence available when evidence supports
Physics-Based Operators
VeriOps evaluates well health using process-specific operators:
PGV↑ with slugging
HFER↑ with faults
Spectral Entropyvaries
Temp Min↓ with hydrates
Trend R²↑ with scaling
Minimum 1 operator required for process equipment. Multiple operator agreement increases confidence.
Detectable Fault Types
Slugging / DHSV Issues
Flow instability detection
Hydrate Formation
Temperature drop patterns
Scaling / Buildup
Gradual trend detection
Flow Restriction
Pressure pattern analysis
Validation
Validated on independent real-world oil and gas well datasets including:
- Multiple fault type scenarios
- Offshore and onshore conditions
- Various well configurations
Disclosure: Validated on independent oil & gas well monitoring datasets with labeled fault events.