SSV Software SystemsCondition monitoring based on AI
The requirements for an industrial sensor system used for condition monitoring tasks are changing dynamically. In addition to battery operation, OTA updates and secure end-to-end communication, AI-based edge data analyses are becoming increasingly important.
Page [3 of 4]
 | | | Image 3 of 4 | | | |
<p>The typical data transmission scenario of a condition monitoring application with wireless sensors and edge data analysis via 'TensorFlow' fulfills various communication tasks. There are a total of four data transmission paths: two each between the wireless sensing endpoint and the gateway and between the gateway and a cloud endpoint. In addition to software updates to the sensor, new machine learning models are transferred from the cloud to the edge gateway as required.</p> © SSV Software Systems