Publications for COGNITWIN Project (GA Number 870130)

 

Type Title Authors Title of the Journal/Proc./Book DOI Link Year of publication
Article in Journal Impact on Inference Model Performance for ML Tasks Using Real-Life Training Data and Synthetic Training Data from GANs Ulrike Faltings, Tobias Bettinger, Swen Barth, Michael Schäfer Information 10.3390/info13010009 https://www.mdpi.com/2078-2489/13/1/9/htm  2021
Article in Journal Methodology and Tools for Digital Twin Management—The FA3ST Approach Ljiljana Stojanovic, Thomas Usländer, Friedrich Volz, Christian Weißenbacher, Jens Müller, Michael Jacoby, Tino Bischoff IoT 10.3390/iot2040036 https://www.mdpi.com/2624-831X/2/4/36/htm 2021
Article in Journal A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data Sahan Yoruç Selçuk,Perin Ünal, Özlem Albayrak, Moez Jomâa Information 10.3390/info12100386 https://www.mdpi.com/2078-2489/12/10/386/htm 2021
Publication in Conference proceedings/Workshop Digitalization of a Steel Pipe Production Factory: STEEL4.0- A Family of Products Developed on Routes from Industry 3.0 to Industry 4.0 Özlem Albayrak, Perin Ünal The Proceedings of Fourth International Iron and Steel Symposium (UDCS’21) NA https://udcs21.karabuk.edu.tr/wp-content/uploads/2021/04/UDCS21_Proceeding-Book.pdf 2021
Article in Journal Fusing Physical Process Models with Measurement Data Using FIR Calibration Enso Ikonen, Istvan Selek Journal of Control Engineering and Applied Informatics NA http://ceai.srait.ro/index.php?journal=ceai&page=article&op=view&path%5B%5D=7173&path%5B%5D=1610  2021
Article in Journal An Approach for Realizing Hybrid Digital Twins Using Asset Administration Shells and Apache StreamPipes Michael Jacoby, Branislav Jovicic, Ljiljana Stojanovic, Nenad Stojanović Information 10.3390/info12060217 https://www.mdpi.com/2078-2489/12/6/217 2021
Article in Journal Neuroscope: An Explainable AI Toolbox for Semantic Segmentation and Image Classification of Convolutional Neural Nets Christian Schorr, Payman Goodarzi, Fei Chen, Tim Dahmen Applied Sciences 10.3390/app11052199 https://www.mdpi.com/2076-3417/11/5/2199 2021
Chapter in a Book Smart Steel Pipe Production Plant via Cognitive Digital Twins: A Case Study on Digitalization of Spiral Welded Pipe Machinery Özlem Albayrak, Perin Ünal Impact and Opportunities of Artificial Intelligence Techniques in the Steel Industry - Ongoing Applications, Perspectives and Future Trends 10.1007/978-3-030-69367-1_11 Not available yet 2021
Chapter in a Book Smart Services in the Physical World: Digital Twins Ljiljana Stojanovic, Sebastian R. Bader Smart Service Management - Design Guidelines and Best Practices 10.1007/978-3-030-58182-4_12 Not available 2020
Article in Journal Digital Twin and Internet of Things—Current Standards Landscape Michael Jacoby, Thomas Usländer Applied Sciences 10.3390/app10186519 https://www.mdpi.com/2076-3417/10/18/6519/htm 2020
Publication in Conference proceedings/Workshop COGNITWIN – Hybrid and Cognitive Digital Twins for the Process Industry Sailesh Abburu, Arne J. Berre, Michael Jacoby, Dumitru Roman, Ljiljana Stojanovic, Nenad Stojanovic 2020 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) 10.1109/ice/itmc49519.2020.9198403 http://xplorestaging.ieee.org/ielx7/9193868/9198315/09198403.pdf?arnumber=9198403 2020
Publication in Conference proceedings/Workshop Cognitive Digital Twins for the Process Industry Sailesh Abburu, Arne J. Berre, Michael Jacoby, Dumitru Roman, Ljiljana Stojanovic, Nenad Stojanovic International Conference on Advanced Cognitive Technologies and Applications NA http://publica.fraunhofer.de/documents/N-621963.html 2020
Publication in Conference proceedings/Workshop Calibration of Physical Models with Process Data using FIR Filtering Enso Ikonen, Istvan Selek 2020 Australian and New Zealand Control Conference (ANZCC) 10.1109/anzcc50923.2020.9318340 http://jultika.oulu.fi/Record/nbnfi-fe202102094090 2020