17.09.2024
Data Acquisition and Visualisation
After gaining knowledge on opportunities of machine data acquisition and visualisation, the main sources of data in a manufacturing company and the related protocols (MQTT, Modbus), and formats (CSV, JSON, XML). You will set up pipelines to acquire data from different devices (even a real machine) and prototype a monitoring dashboard, creating you own visualisations with low-code solutions.
Objectives:
- Raise awareness on opportunities of machine data acquisition & visualization for the manufacturing industry.
- Introduce main sources of data in a manufacturing company.
- Imagine a solution for your business.
Outline/Content
Impulse presentations on the topic and demonstrator hardware
Hands-on onboarding
- deal with different data formats and protocols (e.g. JSON, CSV, MQTT, Modbus) using Node-Red
- build visualization dashboard with Grafana
Mini-hackathon to create a visualization solution for demonstrator hardware.
Hands-on sessions on tools:
- Node-Red
- Influx DB
- Grafana