Promising results for the STREAM-OD European project

STREAM-0D is a European project bringing together research institutes and private companies; altogether 10 partners from 6 European countries, including the High Performance Computing Institute (ICI) at Centrale Nantes. The project's ambition is to take up one of the major challenges in manufacturing: that of zero-defect production.

on March 17, 2020

Promising results for the STREAM-OD project

STREAM-0D got off the ground in October 2016, and will come to an end on 31 March. Time has come to take stock of the progress made on this project initiated to improve manufacturing times, while reducing rejected units.

Two avenues were explored: a machine learning approach based on production data and real-time predictive simulation on which the High Performance Computing Institute (ICI) at Centrale Nantes worked. This work was led by Luisa Rocha da Silva, ICI director, and researchers José-Vicente Aguado-Lopez, Domenico Borzacchiello and Hugues Digonnet.

For the STREAM-0D project, the ICI used dimension reduction methods to develop Digital Twins for production lines. These developments were made possible thanks to the computing resources available at the Centrale Nantes Supercomputing Centre. The models produced were then made available to other partners, for the creation of optimization algorithms and cloud computing for example.

From one hour to a millisecond! Real time.
The significant added value of real-time is being able to spread the use of simulation. Real-time allows you to go beyond the limits inherent in design offices and bring simulation into the factory and integrate it into production lines. This has not been possible until now, and yet it is a key aspect of the Industry 4.0 paradigm.

STREAM-0D Partners:
Instituto Tecnológico de Aragón, project coordinator (Spain), High Performance Computing Institute (ICI) at Centrale Nantes, the Laboratory for Manufacturing Systems & Automation (LMS) of the University of Patras, STAM, Day One, the Centre for Technology Research and Innovation (CETRI), Integrated Environmental Solutions (IES), Standard Profil, Lucas Varity GmbH (ZF-TRW) and Fersa Bearings.
 

Published on March 19, 2020 Updated on March 19, 2020