Industrial Data Analytics
Problems That are Solved
Real time condition monitoring of rotating machines including motors, gearboxes, fans, pumps.
Abnormal pattern detection in OT data
Real time anomaly detection in batch processes to identify issues early and preventing batch failure
How Is It Done ?
Data are collected from existing systems like SCADA or sensors.
Suitable algorithms/approaches are used to develop data processing workflow and models.
Analytics done either at cloud platform or on premise.
Results presented via dashboards, charts, chatbots.
End Goals
Increase of business value.
Improved reliability and operation performance.
Optimized process and maintenance.