The dirty little secret of "predictive maintenance" is that outright asset failures have all but disappeared from modern industrial processes. So what is a data scientist to do?
The answer of Datapred clients is to focus on continuous asset performance monitoring:
- Real-time multi-horizon performance predictions.
- Identification of performance and risk factors.
- Performance simulations.
Datapred's modeling engine is ideally suited for that, with use cases including industrial freezers, rolling mills and heavy-duty electric engines.