PREDICTIVE MAINTENANCE AND EARLY WARNINGS
A classic way of doing predictive maintenance is to use vibration monitoring on large rotating equipment.
With Intelecy anomaly detetction you can learn the exact vibration pattern on your equipment, and it will be able to recognize different modes of operations or even different “products” going through the mill, dryer, crusher, separator or other equipment.
An Intelecy customer had a large motor that was “suddenly” vibrating more even though the speed, temperature and other parameters are “normal”. The root-cause of this behavior can be mechanical issues inside the motor, mechanical issues outside or surrounding the motor or it can be the load attached to the motor to name a few.
Intelecy Anomaly detection identified the suspicious pattern and made it easy for the engineer to identify what was causing this and to decide if the motor needs maintenance or not.