Rolling Mill Tracking System

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:

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