• Vibration sensors: to track abnormal mechanical movement
   

• Temperature sensors: to detect overheating or cooling failure
   

• Current (power draw): to spot inefficiencies or loading problems
   

• Runtime tracking: to schedule servicing based on operating hours

When a machine begins to overheat, draws too much power, or stops running, FactoryLab’s sensor system detects the issue instantly and sends out alerts.

This allows technicians to respond quickly to unexpected failures or abnormal readings, minimizing damage and unplanned downtime.

By continuously monitoring equipment over time, the system can detect subtle deviations from normal operating patterns—such as a gradual rise in vibration or heat.

These early signs often indicate developing issues like bearing wear, imbalance, or lubrication problems, allowing maintenance teams to plan replacements or repairs before failure occurs.