This is the first of 5 videos on how to connect your factory to the Cloud, and use Machine Learning to detect anomalies before they become a real problem.
We will go step by step on how to use the following technologies:
1) Node-RED & S7 1200 Siemens PLC on the Edge (Rapsberry Pi 4)
2) Connecting Siemens S7-1200 PLC to Azure IoT Hub via MQTT-Kepware server
3) Embedding Machine Learning with Azure Stream Analytics
4) Machine Learning studio for vibration analysis (Fast Fourier Transform) using Python
5) Real time dashboard visualization in Power BI.
Related resources:
-Installing Node-RED on Raspberry Pi: nodered.org/do...
-Siemens S7 PLC node on Node-RED: flows.nodered....
-Snap7 tutorial: simplyautomatio... video: • Raspberry Pi - Tutoria...
Негізгі бет Ғылым және технология Connecting your factory to the Cloud VIDEO 1: Node-RED & S7 1200 PLC on the Edge
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