Deliverables Open Research Data Pilot (2) Data Management Plan update Data Management Plan Publications Peer reviewed articles (19) 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 ALTERNATIVE EXPERIMENTAL METHODS FOR MACHINE TOOL DYNAMICS IDENTIFICATION: A REVIEW Author(s): Alexander Iglesias L.Taner Tunç Orkun Özsahin Oier Franco Jokin Munoa Erhan 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 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 Conference proceedings (16) 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 CT IMAGE QUALITY INFLUENCE ON DIFFERENT MATERIAL EDGE RESPONSE FUNCTIONS FOR ACCURATE METROLOGICAL APPLICATIONS Author(s): I Holgado J Iglesias N Ortega S Plaza A Pascual Published in: IOP Conference Series: Materials Science and Engineering, Issue Volume 1193, 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 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 ON THE RELIABILITY OF MACHINE LEARNING APPLICATIONS IN MANUFACTURING ENVIRONMENTS Author(s): Nicolas Jourdan Sagar Sen Erik Johannes Husom Enrique Garcia-Ceja Tobias Biegel Joachim Metternich Published in: Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Issue 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 Publisher: Conference on Neural Information Processing Systems DOI: 10.48550/arxiv.2112.06986 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 ANALYSIS OF THE EFFECT OF POROSITY ON THE MECHANICAL BEHAVIOUR OF L-PBF INCONEL 718 USING XRCT Author(s): A Pascual N Ortega S Plaza I Holgado Published in: IOP Conference Series: Materials Science and Engineering, Issue Volume 1193, 9th Manufacturing Engineering Society International Conference (MESIC 2021) 23rd-25th June 2021, Gijόn, Spain, 2021 Publisher: IOP Science DOI: 10.1088/1757-899x/1193/1/012066 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 Book chapters (1) 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 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
