Hello everyone,

I’m currently working on implementing Predictive Health Monitoring (PHM) applications in a manufacturing environment and wanted to gather insights from others who may have experience with this. Specifically, I’m interested in learning about the best practices for integrating PHM systems with existing manufacturing processes, such as:

Key performance indicators (KPIs) to track

Sensors or data collection methods that provide the most reliable insights

Challenges faced when scaling PHM systems across multiple machines or production lines

How to ensure data integrity and consistency for long-term predictive accuracy

Any tips or resources on how to effectively manage and use PHM applications for proactive maintenance would be greatly appreciated!

Looking forward to your advice and experiences.

Thanks! hill climb racing