Improving Refinery Safety and Efficiency with AI at the EdgeSparkCognition
Analytics & Modeling - Machine Learning
Analytics & Modeling - Predictive Analytics
Application Infrastructure & Middleware - Data Exchange & Integration
Application Infrastructure & Middleware - Data Visualization
Functional Applications - Remote Monitoring & Control Systems
Sensors - Accelerometers
Sensors - Pressure Sensors
Sensors - Temperature Sensors
|[Process Optimization - Predictive Maintenance]|
New solution identifies precursors to pump failure, allowing operators to avert accidents and plan repairs ahead of time.
|[Data Management - Data Analysis]|
For each operating state that was identified, SparkPredict surfaced the main contributing features that were most highly correlated. This way, SMEs can better understand why and how the behavior has changed and take steps to minimize the negative impacts on flow and overall efficiency.