Many sensors and condition monitoring techniques (e.g. vibration analysis, oil analysis, thermography), as well as several non-destructive testing techniques are available nowadays. However, applying these techniques and translating the collected condition monitoring data into effective condition based maintenance concepts for a complete complex system or plant provides some challenges:
Which (sub)systems should be monitored, based on bad actor list, integrity critical equipment, process safety critical systems and criticality analysis ?