Are You Ready for Predictive Maintenance?

Predictive maintenance is more expensive than scheduled maintenance

Predictive maintenance uses sensor data, but scheduled maintenance does not

Predictive maintenance requires data scientists, but scheduled maintenance does not.

All of the above

Lower maintenance costs

Reduced equipment downtime

Creating a new maintenance service for customers

All of the above

Creating maintenance dashboards with service alerts

Training AI algorithms

Collecting data from machine sensors

Extracting features from signals

Start collecting more data today

Use simulation to generate synthetic data

Use unsupervised approaches like anomaly detection that use normal data only

All of the above

Feature engineering

Cloud

Deep learning

Edge deployment

Internet of things

Virtual replica

Smart clone

Digital twin

Virtual reality

Blockchain

Cloud

Generative AI