| 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 |
