Industrial Internet Application Development

Acoustics – based analytics

In the IIoT, condition-based monitoring is more efficient than scheduled monitoring as it reduces the cost of maintenance significantly. In condition-based monitoring, equipment maintenance is required only when there is a potential degradation in performance, instead of running the maintenance in a scheduled fashion, which also increases the reliability of the equipment. At the same time, condition-based monitoring requires a very sophisticated setup to detect the state of the equipment under all possible scenarios. Typically, condition-based monitoring needs to monitor the equipment in a variety of means based on the type of equipment. The types of datasets include vibration data generated from the rotating equipment, ...