Smart condition monitoring with IIoT sensors and machine learning

April 19, 2021 // By Nick Flaherty
Smart condition monitoring with IIoT sensors and machine learning
Siemens' Sitrans SCM IQ is a Bluetooth-based machine learning system for condition monitoring with IIoT sensors, gateway and app

Siemens has launched a wireless multisensor system for condition monitoring in the Industrial Internet of Things (IIoT)

Sitrans SCM IQ is an IIoT system for smart condition monitoring that transmits vibration and temperature data via Bluetooth to an industry gateway and on to the cloud.

This enables potential incidents to be detected and prevented at an early stage,  reducing maintenance costs and downtimes, and increasing plant performance by up to ten percent.

The wireless, robust Sitrans MS200 multisensors form the hardware basis for installation on machinery such as pumps, gear units, compressors, and drive trains, where they collect vibration and temperature data. Via a Bluetooth connection, this data is sent to the Sitrans CC220 industry gateway where it is encrypted before being transmitted from there to the cloud, in this case the MindSphere industrial IoT-as-a-Service solution.

The anomaly detection of the Sitrans SCM IQ system is based on machine learning. It constantly monitors and analyzes all sensor values and detects deviations from the normal operating state in advance. Anomaly notifications are sent via SMS and/or email, depending on the configuration and defined user group.

An app can be used to document the anomalies of machinery behavior and makes them available to a specific circle of users. The Sitrans SCM IQ system comprises multisensors, gateway and app, and can be used in all industrial plants with mechanical or rotating components. It is scheduled to be available from summer 2021. 

The Sitrans MS200 multisensors feature a robust and compact industrial design with a high IP68 degree of protection. Bluetooth communication eliminates the need for cabling, which greatly simplifies installation and commissioning. The power supply is provided by replaceable industrial batteries, enabling a long service life.

The Sitrans CC220 industry gateway ensures secure communication between the multisensor and the cloud. It is suitable for cabinet installation and has an external Bluetooth antenna. The high sample rate transmission enables accurate and reliable data analysis.

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Sitrans SCM IQ enables potential incidents to be detected and prevented at an early stage, thus reducing maintenance costs and downtimes, and increasing plant performance by up to ten percent.

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