Manufacturing Architecture for Resilience and Sustainability

Project Information

MARS

Grant agreement ID: 101091783

DOI

10.3030/101091783

EC signature date 18 November 2022

Start date 1 January 2023

End date 31 December 2026

Funded under

• Digital, Industry and Space

Total cost

€ 5 142 377,50

EU contribution

€ 5 142 377,50

Coordinated by

ECOLE NATIONALE SUPERIEURE D'ARTS ET METIERS
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (4)

Federated Learning Architecture for Fractal Manufacturing
Roadmap for sensor fusion and data augmentation
Key feature selection/extraction roadmap
Plan for communication and dissemination

Data Management Plan (2)

Project Management and Management Plan
Data management plan

Other (1)

Protocol for sensor digital certification

Data sets, microdata, etc (2)

Homogenous database
Heterogeneous database

Publications

Conference proceedings (5)

Enhancing Manufacturing Quality Prediction Models Through the Integration of Explainability Methods:

Author(s): Gross, Dennis; Spieker, Helge; Gotlieb, Arnaud; Knoblauch, Ricardo
Published in: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024, ISBN 978-989-758-680-4
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012417800003636

Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies

Author(s): Dennis Gross; Helge Spieker
Published in: ESANN 2024 proceesdings, 2024, ISBN 978-2-87587-090-2
Publisher: Ciaco - i6doc.com
DOI: 10.48550/ARXIV.2409.10218

Probabilistic Model Checking of Stochastic Reinforcement Learning Policies

Author(s): Dennis Gross, Helge Spieker
Published in: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012357700003636

Rashomon in the Streets: Explanation Ambiguity in Scene Understanding

Author(s): Spieker, H., Betten, J. E., Gotlieb, A., Lazaar, N., & Belmecheri, N.
Published in: AAAI Fall Symposium Series (FSS-25), 2025
Publisher: ssociation for the Advancement of Artificial Intelligence
DOI: 10.5281/ZENODO.18487650

Efficient Milling Quality Prediction with Explainable Machine Learning

Author(s): Gross, Dennis; Spieker, Helge; Gotlieb, Arnaud; Knoblauch, Ricardo; Elmansori, Mohamed
Published in: IFAC-PapersOnLine, Issue 58, 2024, ISSN 2405-8963
Publisher: IFAC-PapersOnLine
DOI: 10.5281/ZENODO.12706806

Peer reviewed articles (4)

Sensors

Author(s): Emmanuel Stathatos; Evangelos Tzimas; Panorios Benardos; George-Christopher Vosniakos
Published in: Sensors, Vol 24, Iss 5, p 1390 (2024), 2024, ISSN 1424-8220
Publisher: MDPI
DOI: 10.3390/S24051390

International Journal of Advanced Manufacturing Technology

Author(s): Vincent, Matteo C.; Maier, Markus; Wegener, Konrad
Published in: The International Journal of Advanced Manufacturing Technology, Issue 139, 2025, ISSN 0268-3768
Publisher: Springer Verlag
DOI: 10.3929/ETHZ-C-000786800

TRANSFERABLE DEEP LEARNING ARCHITECTURE FOR SIMULTANEOUS PREDICTION OF SURFACE QUALITY AND DIMENSIONAL ACCURACY ACROSS MULTIPLE CNC MACHINING CENTERS

Author(s): PILAR HERRERA PLAZA, AYRTON SARANGO MEJIA, AINARA REBOLLO MUGUETA
Published in: DYNA, Issue 101, 2026, ISSN 1989-1490
Publisher: UK Zhende Publishing Limited Company
DOI: 10.52152/D11502

Convolutional Neural Networks for Raw Signal Classification in CNC Turning Process Monitoring

Author(s): Emmanuel Stathatos, Evangelos Tzimas, Panorios Benardos, George-Christopher Vosniakos
Published in: Sensors, Issue 24, 2025, ISSN 1424-8220
Publisher: MDPI AG
DOI: 10.3390/S24051390