Interlinked Process, Product and Data Quality framework for Zero-Defects Manufacturing

Informations projet

InterQ

N° de convention de subvention: 958357

DOI

10.3030/958357

Projet clôturé

Date de signature de la CE 7 Août 2020

Date de début 1 Novembre 2020

Date de fin 31 Octobre 2023

Financé au titre de

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Advanced manufacturing and processing

Coût total

€ 10 888 317,84

Contribution de l’UE

€ 8 988 750,00

Coordonné par

IDEKO S COOP
Spain

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Open Research Data Pilot (2)

Data Management Plan update
Data Management Plan

Publications

Peer reviewed articles (18)

ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW

Auteurs: Alexander IglesiasL.Taner TunçOrkun ÖzsahinOier FrancoJokin MunoaErhan Budak
Publié dans: Mechanical Systems and Signal Processing, Numéro Volume 170, 1 May 2022, 108837, 2022, ISSN 0888-3270
Éditeur: Academic Press
DOI: 10.1016/j.ymssp.2022.108837

Improvement of boring operations by means of mode coupling effect

Auteurs: Asier Astarloa; Alptunc Comak; Iker Mancisidor; Maria Helena Fernandes; Jokin Munoa; Zoltan Dombovari
Publié dans: CIRP Journal of Manufacturing Science and Technology, Numéro Volume 37, May 2022, 2022, Page(s) Pages 633-644, ISSN 1755-5817
Éditeur: Elsevier BV
DOI: 10.1016/j.cirpj.2022.03.008

Virtual sensors for erroneous data repair in manufacturing a machine learning pipeline

Auteurs: Sagar Sen Erik Johannes Husom Arda Goknil Dimitra Politaki Simeon Tverdal Phu Nguyen Nicolas Jourdan
Publié dans: Computers in Industry, Numéro Volume 149, August 2023, 103917, 2023, ISSN 0166-3615
Éditeur: Elsevier BV
DOI: 10.1016/j.compind.2023.103917

FINGERPRINT: MACHINE TOOL CONDITION MONITORING APPROACH FOR ZERO DEFECT MANUFACTURING

Auteurs: M. ARMENDIA J. SAN SEBASTIAN D. GONZALEZ B. SANTAMARIA J. A. GONZALEZ R. GONZALEZ-VELAZQUEZ K. LOPEZ DE CALLE
Publié dans: MM Science Journal, Numéro Special Numéro. November 2021 | HSM 2021, 2021, ISSN 1803-1269
Éditeur: MM Publishing
DOI: 10.17973/mmsj.2021_11_2021159

Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report

Auteurs: Phu H. Nguyen; Sagar Sen; Nicolas Jourdan; Beatriz Cassoli; Per Myrseth; Mikel Armendia; Odd Myklebust
Publié dans: ACM SIGSOFT Software Engineering Notes, Numéro Volume 47, Numéro 1, 2022, Page(s) pp 26–29, ISSN 0163-5948
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3502771.3502781

FRAMEWORK FOR COUPLED DIGITAL TWINS IN DIGITAL MACHINING

Auteurs: D. PLAKHOTNIK A. CURUTIU A. ZHULAVSKYI XAVIER BEUDAERT JOKIN MUNOA M. STAUTNER
Publié dans: MM Science Journal, Numéro Special Numéro. November 2021 | HSM 2021, 2021, ISSN 1803-1269
Éditeur: MM Publishing
DOI: 10.17973/mmsj.2021_11_2021158

IDENTIFICATION OF THE ROOT CAUSE OF SURFACE TOPOGRAPHY INACCURACIES BY MEANS OF PROCESS MONITORING: INDUSTRIAL EXAMPLES

Auteurs: M. GIL X. BEUDAERT J. MUNOA D. BARRENETEXEA J.A. SANCHEZ
Publié dans: MM Science Journal, Numéro Special Numéro. November 2021 | HSM 2021, 2021, ISSN 1803-1269
Éditeur: MM Publishing
DOI: 10.17973/mmsj.2021_11_2021169

Uncertainty-aware Virtual Sensors for Cyber-Physical Systems

Auteurs: S. Sen, E. J. Husom, A. Goknil, S. Tverdal and P. Nguyen
Publié dans: IEEE Software, 2023, ISSN 0740-7459
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ms.2023.3306873

Equation-free bifurcation analysis of a stochastically excited Duffing oscillator

Auteurs: Zoltan Gabos; David A.W. Barton; Zoltan Dombovari
Publié dans: Journal of Sound and Vibration, Numéro Volume 547, 17 March 2023, 117536, 2023, ISSN 0022-460X
Éditeur: Academic Press
DOI: 10.1016/j.jsv.2022.117536

Estimation of Drag Finishing Abrasive Effect for Cutting Edge Preparation in Broaching Tool

Auteurs: Cristian Fabian Pérez-Salinas; Ander Del Olmo Sanz; Luis Norberto López de Lacalle
Publié dans: Materials, Numéro 2022, 15(15), 5135, 2022, ISSN 1996-1944
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/ma15155135

A Systematic Review of Data Quality in CPS and IoT for Industry 4.0

Auteurs: Goknil, Arda and Nguyen, Phu and Sen, Sagar and Politaki, Dimitra and Niavis, Harris and Pedersen, Karl John and Suyuthi, Abdillah and Anand, Abhilash and Ziegenbein, Amina
Publié dans: ACM Computing Surveys, Numéro 55, 14s, 2023, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3593043

Taming Data Quality in AI-Enabled Industrial Internet of Things

Auteurs: Sagar Sen; Erik Johannes Husom; Arda Goknil; Simeon Tverdal; Phu Nguyen; Iker Mancisidor
Publié dans: IEEE Software, Numéro Volume: 39, Numéro: 6, Nov.-Dec. 2022, 2022, Page(s) 35-42, ISSN 0740-7459
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ms.2022.3193975

TOOL WEAR MONITORING OF HIGH-SPEED BROACHING PROCESS WITH CABIDE TOOLS TO REDUCE PRODUCTION ERRORS

Auteurs: A.del Olmo L.N.López de Lacalle G.Martínez de Pissón C.Pérez-Salinas J.A.Ealo L.Sastoque M.H.Fernandes
Publié dans: Mechanical Systems and Signal Processing, Numéro Volume 172, 1 June 2022, 109003, 2022, ISSN 0888-3270
Éditeur: Academic Press
DOI: 10.1016/j.ymssp.2022.109003

A decade of research on patterns and architectures for IoT security

Auteurs: Tanusan Rajmohan; Phu H. Nguyen; Nicolas Ferry
Publié dans: Cybersecurity, Numéro 5 (2), 2022, ISSN 2523-3246
Éditeur: Springer
DOI: 10.1186/s42400-021-00104-7

A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing

Auteurs: Mauro Isaja; Phu Nguyen; Arda Goknil; Sagar Sen; Erik Johannes Husom; Simeon Tverdal; Abhilash Anand; Yunman Jiang; Karl John Pedersen; Per Myrseth; Jørgen Stang; Harris Niavis; Simon Pfeifhofer; Patrick Lamplmair
Publié dans: Computers in Industry, Numéro Volume 146, April 2023, 103853, 2023, ISSN 0166-3615
Éditeur: Elsevier BV
DOI: 10.1016/j.compind.2023.103853

Early detection of tool wear in electromechanical broaching machines by monitoring main stroke servomotors

Auteurs: Iñigo Aldekoa, Ander del Olmo, Leonardo Sastoque-Pinilla, Sara Sendino-Mouliet, Unai Lopez-Novoa, Luis Norberto López de Lacalle,
Publié dans: Mechanical Systems and Signal Processing, Numéro Volume 204, 2023, ISSN 0888-3270
Éditeur: Academic Press
DOI: 10.1016/j.ymssp.2023.110773

Virtual vibration absorber for active forced vibration reduction

Auteurs: O. Franco M. Gil-Inchaurza D. Barrenetxea X. Beudaert
Publié dans: CIRP Annals, Numéro Volume 72, Numéro 1, 2023, 2023, Page(s) 329-332, ISSN 0007-8506
Éditeur: Hallwag AG
DOI: 10.1016/j.cirp.2023.04.006

Traceable on-machine tool coordinate measurement through the integration of a virtual metrology frame in large machine tools

Auteurs: Unai Mutilba; José A. Yagüe-Fabra; Fernando Egaña; Gorka Kortaberria; Luis Uriarte
Publié dans: CIRP Annals, Numéro Volume 72, Numéro 1, 2023, 2023, Page(s) 453-456, ISSN 0007-8506
Éditeur: Hallwag AG
DOI: 10.1016/j.cirp.2023.03.037

Conference proceedings (13)

UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing

Auteurs: Husom, Erik Johannes; Tverdal, Simeon; Goknil, Arda; Sen, Sagar
Publié dans: 2022 IEEE/ACM 1st International Conference on AI Engineering – Software Engineering for AI (CAIN), 2022
Éditeur: 2022 IEEE/ACM 1st International Conference on AI Engineering – Software Engineering for AI (CAIN)
DOI: 10.1145/3522664.3528603

MACHINE LEARNING FOR INTELLIGENT MAINTENANCE AND QUALITY CONTROL: A REVIEW OF EXISTING DATASETS AND CORRESPONDING USE CASES

Auteurs: Jourdan, N. Longard, L. Biegel, T. Metternich, J.
Publié dans: Proceedings of the Conference on Production Systems and Logistics : CPSL 2021, 2021
Éditeur: Institutionelles Repositorium der Leibniz Universität Hannover
DOI: 10.15488/11280

A Systematic Review of Secure IoT Data Sharing

Auteurs: Thanh Thao Thi Tran Phu H. Nguyen Gencer Erdogan
Publié dans: n Proceedings of the 9th International Conference on Information Systems Security and Privacy (ICISSP 2023), 2023, Page(s) pages 95-105, ISSN 2184-4356
Éditeur: SCITEPRESS – Science and Technology Publications
DOI: 10.5220/0011674200003405

AutoConf : Automated Configuration of Unsupervised Learning Systems using Metamorphic Testing and Bayesian Optimization

Auteurs: Lwin Khin Shar Arda Gokni Erik Johannes Husom Sagar Sen Yan Naing Tun Kisub Kim
Publié dans: 38th IEEE/ACM International Conference on Automated Software Engineering ((ASE 2023)), 2023
Éditeur: ASE 2023 Research Papers
DOI: 10.5281/zenodo.8420095

Description of elastic and plastic properties of microstructures on high-performance surfaces of transmission parts by means of angle-resolved scattered light method

Auteurs: Boris Brodmann
Publié dans: Aachen Conference on Gear Production 2022, 2023
Éditeur: Aachen Conference on Gear Production 2022
DOI: 10.5281/zenodo.8398302

Towards real time monitoring of an aeronautical machining process using scalable technologies

Auteurs: Endika Tapia; Leonardo Sastoque-Pinilla; Norberto López De Lacalle; Unai Lopez-Novoa
Publié dans: Proceedings of the 2022 7th International Conference on Smart and Sustainable Technologies (SpliTech), 2022
Éditeur: IEEE
DOI: 10.23919/splitech55088.2022.9854213

ANALYSIS OF THE EFFECT OF POROSITY ON THE MECHANICAL BEHAVIOUR OF L-PBF INCONEL 718 USING XRCT

Auteurs: A PascualN OrtegaS PlazaI Holgado
Publié dans: IOP Conference Series: Materials Science and Engineering, 2021
Éditeur: IOP Science
DOI: 10.1088/1757-899x/1193/1/012066

Replay-Driven Continual Learning for the Industrial Internet of Things

Auteurs: S. Sen, S. M. Nielsen, E. J. Husom, A. Goknil, S. Tverdal and L. S. Pinilla
Publié dans: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN), 2023
Éditeur: IEEE/ACM
DOI: 10.1109/cain58948.2023.00014

A new benchmark dataset for machine learning applications in discrete manufacturing: CiP-DMD

Auteurs: Nicolas Jourdan Tobias Biegel Beatriz Bretones Cassoli Joachim Metternich
Publié dans: Proceedings of the 17th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 2023
Éditeur: Elsevier
DOI: 10.5281/zenodo.8420131

On The Reliability Of Machine Learning Applications In Manufacturing Environments

Auteurs: Jourdan, Nicolas; Sen, Sagar; Husom, Erik Johannes; Garcia-Ceja, Enrique; Biegel, Tobias; Metternich, Joachim
Publié dans: Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
Éditeur: Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021)
DOI: 10.48550/arxiv.2112.06986

CT IMAGE QUALITY INFLUENCE ON DIFFERENT MATERIAL EDGE RESPONSE FUNCTIONS FOR ACCURATE METROLOGICAL APPLICATIONS

Auteurs: I HolgadoJ IglesiasN OrtegaS PlazaA Pascual
Publié dans: IOP Conference Series: Materials Science and Engineering, Numéro 9th Manufacturing Engineering Society International Conference (MESIC 2021) 23rd-25th June 2021, Gijόn, Spain, 2021
Éditeur: IOP Science
DOI: 10.1088/1757-899x/1193/1/012064

Toward the Sustainable Development of Machine Learning Applications in Industry 4.0

Auteurs: Ellenrieder, Sara; Jourdan, Nicolas; Biegel, Tobias; Cassoli, Beatriz B.; Metternich, Joachim; and Buxmann, Peter
Publié dans: ECIS 2023 Research Papers, 2023
Éditeur: European Conference on Information Systems (ECIS)

Frameworks for data-driven quality management in cyber-physical systems for manufacturing: A systematic review

Auteurs: Beatriz Bretones Cassoli; Nicolas Jourdan; Phu H. Nguyen; Sagar Sen; Enrique Garcia-Ceja; Joachim Metternich
Publié dans: Procedia CIRP, Numéro Volume 112, 2022, 2022, Page(s) 567-572
Éditeur: Elsevier
DOI: 10.1016/j.procir.2022.09.062

Book chapters (1)

Knowledge Graphs for Data And Knowledge Management in Cyber-Physical Production Systems

Auteurs: Bretones Cassoli, Beatriz; Jourdan, Nicolas; Metternich, Joachim; Herberger, David; Hübner, Marco
Publié dans: Proceedings of the Conference on Production Systems and Logistics: CPSL 2022, Numéro 1, 2022
Éditeur: Proceedings of the Conference on Production Systems and Logistics: CPSL 2022
DOI: 10.15488/12180