Cognitive Analytics for Oil and GasSparkCognition
Predictive Maintenance (PdM)
Remote Device Diagnostics - SparkPredict detects both Stuck Pipe and Wash Out conditions with high accuracy.
End-to-end Service Delivery - SparkPredict provides an in-context advisory system technicians can use to quickly find documents and other digital resources to address issues, automatically provide meaningful remediation steps, and seamlessly communicate and share data with team members and vendor support staff.
Predictive Maintenance - For Electrical Submersible Pumps (ESPs), SparkPredict predicts failures days in advance.
The average lead times for detection of these failures is: Stuck Pipe: 1.2 hours, Wash Out: 2.3 hours.
SparkCognition targeted two failure modes, accounting for 85% of all ESP failures, and were able to provide the following median forewarning: Electrical Short: 5.5 days, Mechanical Breakdown: 6 days.