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

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Data Management Plan update
Data Management Plan

Publications

ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW

Author(s): Alexander IglesiasL.Taner TunçOrkun ÖzsahinOier FrancoJokin MunoaErhan Budak
Published in: Mechanical Systems and Signal Processing, Issue Volume 170, 1 May 2022, 108837, 2022, ISSN 0888-3270
Publisher: Academic Press
DOI: 10.1016/j.ymssp.2022.108837

Improvement of boring operations by means of mode coupling effect

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

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

Author(s): Sagar Sen Erik Johannes Husom Arda Goknil Dimitra Politaki Simeon Tverdal Phu Nguyen Nicolas Jourdan
Published in: Computers in Industry, Issue Volume 149, August 2023, 103917, 2023, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2023.103917

FINGERPRINT: MACHINE TOOL CONDITION MONITORING APPROACH FOR ZERO DEFECT MANUFACTURING

Author(s): M. ARMENDIA J. SAN SEBASTIAN D. GONZALEZ B. SANTAMARIA J. A. GONZALEZ R. GONZALEZ-VELAZQUEZ K. LOPEZ DE CALLE
Published in: MM Science Journal, Issue Special Issue. November 2021 | HSM 2021, 2021, ISSN 1803-1269
Publisher: MM Publishing
DOI: 10.17973/mmsj.2021_11_2021159

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

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

FRAMEWORK FOR COUPLED DIGITAL TWINS IN DIGITAL MACHINING

Author(s): D. PLAKHOTNIK A. CURUTIU A. ZHULAVSKYI XAVIER BEUDAERT JOKIN MUNOA M. STAUTNER
Published in: MM Science Journal, Issue Special Issue. November 2021 | HSM 2021, 2021, ISSN 1803-1269
Publisher: 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

Author(s): M. GIL X. BEUDAERT J. MUNOA D. BARRENETEXEA J.A. SANCHEZ
Published in: MM Science Journal, Issue Special Issue. November 2021 | HSM 2021, 2021, ISSN 1803-1269
Publisher: MM Publishing
DOI: 10.17973/mmsj.2021_11_2021169

Uncertainty-aware Virtual Sensors for Cyber-Physical Systems

Author(s): S. Sen, E. J. Husom, A. Goknil, S. Tverdal and P. Nguyen
Published in: IEEE Software, 2023, ISSN 0740-7459
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ms.2023.3306873

Equation-free bifurcation analysis of a stochastically excited Duffing oscillator

Author(s): Zoltan Gabos; David A.W. Barton; Zoltan Dombovari
Published in: Journal of Sound and Vibration, Issue Volume 547, 17 March 2023, 117536, 2023, ISSN 0022-460X
Publisher: Academic Press
DOI: 10.1016/j.jsv.2022.117536

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

Author(s): Cristian Fabian Pérez-Salinas; Ander Del Olmo Sanz; Luis Norberto López de Lacalle
Published in: Materials, Issue 2022, 15(15), 5135, 2022, ISSN 1996-1944
Publisher: MDPI Open Access Publishing
DOI: 10.3390/ma15155135

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

Author(s): 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
Published in: ACM Computing Surveys, Issue 55, 14s, 2023, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3593043

Taming Data Quality in AI-Enabled Industrial Internet of Things

Author(s): Sagar Sen; Erik Johannes Husom; Arda Goknil; Simeon Tverdal; Phu Nguyen; Iker Mancisidor
Published in: IEEE Software, Issue Volume: 39, Issue: 6, Nov.-Dec. 2022, 2022, Page(s) 35-42, ISSN 0740-7459
Publisher: 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

Author(s): A.del Olmo L.N.López de Lacalle G.Martínez de Pissón C.Pérez-Salinas J.A.Ealo L.Sastoque M.H.Fernandes
Published in: Mechanical Systems and Signal Processing, Issue Volume 172, 1 June 2022, 109003, 2022, ISSN 0888-3270
Publisher: Academic Press
DOI: 10.1016/j.ymssp.2022.109003

A decade of research on patterns and architectures for IoT security

Author(s): Tanusan Rajmohan; Phu H. Nguyen; Nicolas Ferry
Published in: Cybersecurity, Issue 5 (2), 2022, ISSN 2523-3246
Publisher: Springer
DOI: 10.1186/s42400-021-00104-7

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

Author(s): 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
Published in: Computers in Industry, Issue Volume 146, April 2023, 103853, 2023, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2023.103853

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

Author(s): Iñigo Aldekoa, Ander del Olmo, Leonardo Sastoque-Pinilla, Sara Sendino-Mouliet, Unai Lopez-Novoa, Luis Norberto López de Lacalle,
Published in: Mechanical Systems and Signal Processing, Issue Volume 204, 2023, ISSN 0888-3270
Publisher: Academic Press
DOI: 10.1016/j.ymssp.2023.110773

Virtual vibration absorber for active forced vibration reduction

Author(s): O. Franco M. Gil-Inchaurza D. Barrenetxea X. Beudaert
Published in: CIRP Annals, Issue Volume 72, Issue 1, 2023, 2023, Page(s) 329-332, ISSN 0007-8506
Publisher: 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

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

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

Author(s): Husom, Erik Johannes; Tverdal, Simeon; Goknil, Arda; Sen, Sagar
Published in: 2022 IEEE/ACM 1st International Conference on AI Engineering – Software Engineering for AI (CAIN), 2022
Publisher: 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

Author(s): Jourdan, N. Longard, L. Biegel, T. Metternich, J.
Published in: Proceedings of the Conference on Production Systems and Logistics : CPSL 2021, 2021
Publisher: Institutionelles Repositorium der Leibniz Universität Hannover
DOI: 10.15488/11280

A Systematic Review of Secure IoT Data Sharing

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

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

Author(s): Lwin Khin Shar Arda Gokni Erik Johannes Husom Sagar Sen Yan Naing Tun Kisub Kim
Published in: 38th IEEE/ACM International Conference on Automated Software Engineering ((ASE 2023)), 2023
Publisher: 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

Author(s): Boris Brodmann
Published in: Aachen Conference on Gear Production 2022, 2023
Publisher: Aachen Conference on Gear Production 2022
DOI: 10.5281/zenodo.8398302

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

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

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

Author(s): A PascualN OrtegaS PlazaI Holgado
Published in: IOP Conference Series: Materials Science and Engineering, 2021
Publisher: IOP Science
DOI: 10.1088/1757-899x/1193/1/012066

Replay-Driven Continual Learning for the Industrial Internet of Things

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

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

Author(s): Nicolas Jourdan Tobias Biegel Beatriz Bretones Cassoli Joachim Metternich
Published in: Proceedings of the 17th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 2023
Publisher: Elsevier
DOI: 10.5281/zenodo.8420131

On The Reliability Of Machine Learning Applications In Manufacturing Environments

Author(s): Jourdan, Nicolas; Sen, Sagar; Husom, Erik Johannes; Garcia-Ceja, Enrique; Biegel, Tobias; Metternich, Joachim
Published in: Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
Publisher: 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

Author(s): I HolgadoJ IglesiasN OrtegaS PlazaA Pascual
Published in: IOP Conference Series: Materials Science and Engineering, Issue 9th Manufacturing Engineering Society International Conference (MESIC 2021) 23rd-25th June 2021, Gijόn, Spain, 2021
Publisher: IOP Science
DOI: 10.1088/1757-899x/1193/1/012064

Toward the Sustainable Development of Machine Learning Applications in Industry 4.0

Author(s): Ellenrieder, Sara; Jourdan, Nicolas; Biegel, Tobias; Cassoli, Beatriz B.; Metternich, Joachim; and Buxmann, Peter
Published in: ECIS 2023 Research Papers, 2023
Publisher: European Conference on Information Systems (ECIS)

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

Author(s): Beatriz Bretones Cassoli; Nicolas Jourdan; Phu H. Nguyen; Sagar Sen; Enrique Garcia-Ceja; Joachim Metternich
Published in: Procedia CIRP, Issue Volume 112, 2022, 2022, Page(s) 567-572
Publisher: Elsevier
DOI: 10.1016/j.procir.2022.09.062

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

Author(s): Bretones Cassoli, Beatriz; Jourdan, Nicolas; Metternich, Joachim; Herberger, David; Hübner, Marco
Published in: Proceedings of the Conference on Production Systems and Logistics: CPSL 2022, Issue 1, 2022
Publisher: Proceedings of the Conference on Production Systems and Logistics: CPSL 2022
DOI: 10.15488/12180

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