Preventive Maintenance (IOT)
Problem
- Due to the high-risk nature of manufacturing operations, the only solution for never fail situations has been to over-ensure uptime with redundant equipment and too many parts on hand—an unsustainable model.
- While these systems track performance of various components using sensors, there’s typically no proactive way to trigger maintenance to avoid downtime
Solution
- This solution leverages Google Cloud Platform IoT core to read sensory data and predict the Remaining Useful Life (RUL) of components
- Offers an end to end solution that securely reads sensor data in real time, processes the data and executes a Machine Learning model to get predictions
Benefits
- Operations teams can plan preventive or corrective maintenance based on a deep understanding of asset performance patterns.
- Proactive alerts help prevent costly downtime of machines
Videos
December 20, 2022
Blog
February 8, 2023
Blog
February 8, 2023
