Pipeline name

Predictive Maintenance of Machinery

Pipeline overview

Pipeline components

The following components are used in the pipeline:

Digital Twin Data Acquisition/Collection:

• TIA IOT
• TIA OPC UA
• MQTT - Mosquito
• OPC UA KepServerX
• Apache Kafka
• Sensor + PLC
• Apache StreamPipes

Digital Twin Representation:

• TIA DATA
• Apache SPARK
• Cassandra
• PostgresSQL
• TIA CONNECT

Hybrid/Cognitive Digital Twin:

• TIA PREMA
• TIA DATA-GEN
• TIA MODEL
• TIA ASP

Digital Twin Visualisation and Control:

• TIA UX

Pipeline example description

Defined in COGNITWIN WPs