Innovative Condition Monitoring in the Packaging and Paper Industry at Mondi Group
Date:
Wednesday, November 15, 2023
Time:
11:50 am
Room:
Bernstein
Summary:
Industrial paper manufacturing is a highly technological process that requires continuous effort to prevent interruptions. Early detection and proper identification of problems are crucial for timely servicing, optimal personnel allocation, and avoiding breakdowns. Mondi Group and d-fine developed a smart condition monitoring solution that uses the existing technical infrastructure as a maintenance assistant
Speakers:
Improving the Efficiency of Manufacturing Processes: A Practical Case Study
Date:
Wednesday, November 15, 2023
Time:
12:20 pm
Summary:
Planning, optimization, and root-cause-analysis are critical processes in preventing recurring issues in manufacturing. Traditional approaches tend to be manual, time consuming and prone to error. Machine Learning can help forecast a failure but struggles to discover root causes. Causal AI – a novel AI focussed on extracting causal relationships from observational data – can create causal models of process lines (digital twin) and use them to automatically discover root causes of process inefficiencies.