Publications
You can download the publication list here
Publications for COGNITWIN Project (GA Number 870130)
| Type | Title | Authors | Title of the Journal/Proc./Book | DOI | Link | Year |
| Publication in Conference proceedings/Workshop | A Hybrid Digital Twin for Optimal Si-Production | Kasper Linnestad, Kjetil Hildal, Lars K. Jakobsson, Sølve Eidnes, Vemund Tjessem, Erlend L. Bjørnstad, Stein Wasbø | Proceedings of the Silicon for the Chemical & Solar Industry XVI | 10.2139/ssrn.4121131 | Link | 2022 |
| Chapter in a Book | Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins | Perin Unal, Özlem Albayrak, Moez Jomâa, Arne J. Berre | Technologies and Applications for Big Data Value | 10.1007/978-3-030-78307-5 | https://link.springer.com/chapter/10.1007/978-3-030-78307-5_14 | 2022 |
| Publication in Conference proceedings/Workshop | On-line estimation of circulating fluidized bed boiler fuel composition | Enso Ikonen; Markus Neuvonen; Istvan Selek; Mikko Salo; Mika Liukkonen | 2022 UKACC 13th International Conference on Control (CONTROL) | 10.1109/control55989.2022.9781460 | https://doi.org/10.1109/control55989.2022.9781460 | 2022 |
| Publication in Conference proceedings/Workshop | Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-destructive Testing. | Fatih Yallıç, Özlem Albayrak, Perin Ünal | 3rd International Conference on Innovative Intelligent Industrial Production and Logistics | 10.5220/0011561400003329 | Link | 2022 |
| 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://dx.doi.org/10.3390/info13010009 | 2022 |
| Publication in Conference proceedings/Workshop | A Comparison of State-of-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data | Aras Ünal, Ali Kaleli, Emre Ummak, Özlem Albayrak | The 8th International Conference on Future Internet of Things and Cloud | 10.1109/ficloud49777.2021.00019 | https://ieeexplore.ieee.org/document/9590401 | 2021 |
| Article in Journal | Estimating Fuel Characteristics from Simulated Circulating Fluidized Bed Furnace Data | Markus Neuvonen, Istvan Selek, Enso Ikonen | 2021 9th International Conference on Systems and Control (ICSC) | 10.1109/icsc50472.2021.9666596 | http://urn.fi/urn:nbn:fi-fe2022012710435 | 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 Al bayrak, Perin Ünal | The Proceedings of Fourth International Iron and Steel Symposium (UDCS’21) April 1-3, 2021, Karabuk University, Karabuk, Turkey. 2021 | Not available | 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 | Not available | http://www.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/htm | 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 | 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 | http://publica.fraunhofer.de/documents/N-615319.html | 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 | Abburu, Sailesh; Berre, Arne J.; Jacoby, Michael; Roman, Dumitru; Stojanovic, Ljiljana; Stojanovic, Nenad | International Conference on Advanced Cognitive Technologies and Applications | Not available | 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 |