Machine Learning and Artificial Intelligence for Quality 4.0

March 30th, 2021
09:00 – 12:30 CET

Digital Tech Talk


Session 1: Introduction – Remaining Useful Life Calculation

09:00            Introduction to the Workshop – ML for Quality 4.009:00 Introduction to the Workshop – ML for Quality 4.0

Dr. John Soldatos – INTRASOFT International, Luxembourg

09:10            H2020 QU4LITY: The Vision of Autonomous Quality

Angelo Marguglio – H2020 QU4LITY TM, Engineering Ingegneria Informatica S.p.A., ItalyAngelo Marguglio – H2020 QU4LITY TM, Engineering Ingegneria Informatica S.p.A., Italy Dr. Oscar Lazaro – Innovalia Association, Spain

09:30            Deep Neural Networks for RUL Calculation

Dr. Thanassis Naskos – ATLANTIS Engineering S.A, Greece

09:50            QARMA 4 Industry: A Quantitative Rules Mining Framework for RUL Calculation

Dr. Ioannis Christou – INTRASOFT International, Luxembourg

10:10          SHORT COFFEE BREAK

Session 2: Faults, Anomalies and Defects Identification

10:15            Anomaly Detection Using Unsupervised Learning Techniques

Dr. L. (Leo) Kampmeijer – TNO, The Netherlands
Rob Snel – TNO, The Netherlands

10:35            Intelligent Data Platforms for Advanced Analytics in Industry by MondragonCoorporation, Ikerlan and MGEP :

A Fagor Arrasate Case study

Ekhi Zugasti – MGEP, Spain
Xabier de Carlos – IKERLAN, Spain

11:05            Failure Identification in ATLANTIS Smart Maintenance Platform

Maria Psarodimou – ATLANTIS Engineering S.A, Greece

11:25          SHORT COFFEE BREAK

Session 3: Product Control and Testing – Concluding Remarks

11:30            ML based Product Testing and Quality Control

Dr. Lukas Schulte – Technical University of Dortmund, Germany

11:50            Improving the build quality in laser powder bed fusion using high dynamic range imaging

and model-based reinforcement learning

Christian Knaak – Fraunhofer ILT, Germany

12:10            Open Discussion – Stakeholders’ Feedback – Engaging with QU4LITY and DFA

12:25            Conclusions – Closing Remarks – Workshop Closing

Share This