Pipeline name

Rolling Mill Tracking System

Pipeline overview

Training/Machine Learning Phase

The following components are used in the pipeline:

Digital Twin Data Acquisition/Collection:

• Sensors: RGB Cameras

Digital Twin Representation:

• Metashape, CINEMA 4D

Hybrid/Cognitive Digital Twin:

• TensorFlow
• PyTorch
• Fast.ai
• XILINK, Vivado

Digital Twin Visualisation and Control:

• Neuroscope

Operational Phase

The following components are used in the pipeline:

Digital Twin Data Acquisition/Collection:

• Sensors: RGB Cameras
• OPC UA
• MFT, MES & Storage

Digital Twin Representation:

• DL Model for ID Recognition
• MFT, MES & Storage

Hybrid/Cognitive Digital Twin:

• RabbitMQ, Flask
• DL Model for Billett Detection&Tracking
• Docker

Digital Twin Visualisation and Control:

• Grafana, Graylog

Pipeline example description

Defined in COGNITWIN WPs