The Architecture

Physical level – Factory:

• data collection from sensors and machines 

Data management level:

• receiving factory data with asynchronous broadband system tools (MQTT)
• converting data to a common format based on modern, cloud-native tools (Prometheus)
• data pre-processing > sorted data sets suitable for algorithms

Artificial intelligence level:

• data storage for model training by algorithms
• software for processing data from production phases in real time

Level of process management and decision making:

• introduction of process rules by specialized employees for automatic optimization