| A framework for data-driven digital twins of smart manufacturing systems J Friederich, DP Francis, S Lazarova-Molnar, N Mohamed Computers in Industry 136, 103586, 2022 | 119 | 2022 |
| Towards Data-Driven Reliability Modeling for Cyber-Physical Production Systems J Friederich, S Lazarova-Molnar Procedia Computer Science 184, 589-596, 2021 | 32 | 2021 |
| Process mining for dynamic modeling of smart manufacturing systems: Data requirements J Friederich, G Lugaresi, S Lazarova-Molnar, A Matta Procedia CIRP 107, 546-551, 2022 | 14 | 2022 |
| Requirements for data-driven reliability modeling and simulation of smart manufacturing systems J Friederich, SC Jepsen, S Lazarova-Molnar, T Worm 2021 Winter Simulation Conference (WSC), 1-12, 2021 | 12 | 2021 |
| Review and systematization of solutions for 3D object detection J Friederich, P Zschech Proceedings of the 15th International Conference on Wirtschaftsinformatik …, 2020 | 11 | 2020 |
| A research setup demonstrating flexible industry 4.0 production SC Jepsen, T Worm, A Johansen, S Lazarova-Molnar, MB Kjærgaard, ... 2021 International Symposium ELMAR, 143-150, 2021 | 7 | 2021 |
| Data-driven reliability modeling of smart manufacturing systems using process mining J Friederich, S Lazarova-Molnar 2022 Winter Simulation Conference (WSC), 2534-2545, 2022 | 5 | 2022 |
| Process Mining for Reliability Modeling of Manufacturing Systems with Limited Data Availability J Friederich, S Lazarova-Molnar 2021 8th International Conference on Internet of Things: Systems, Management …, 2021 | 5 | 2021 |
| Survey and systematization of 3D object detection models and methods M Drobnitzky, J Friederich, B Egger, P Zschech The Visual Computer 40 (3), 1867-1913, 2024 | 4 | 2024 |
| Experimental comparison of open source discrete-event simulation frameworks OS Kristiansen, U Sandberg, C Hansen, MS Jensen, J Friederich, ... International Conference on Simulation Tools and Techniques, 315-330, 2021 | 4 | 2021 |
| Predictive Process Monitoring for Prediction of Remaining Cycle Time in Automated Manufacturing: A Case Study J Friederich, JK Lindeløv, S Lazarova-Molnar 2023 IEEE 28th International Conference on Emerging Technologies and Factory …, 2023 | 3 | 2023 |
| Vibration Data Analysis for Fault Detection in Manufacturing Systems-A Systematic Literature Review A Lorenz, B Siewertsen, VK Clemmensen, JB Petersen, J Friederich, ... 2022 IEEE 17th Conference on Industrial Electronics and Applications (ICIEA …, 2022 | 2 | 2022 |
| A Framework for Validating Data-Driven Discrete-Event Simulation Models of Cyber-Physical Production Systems J Friederich, S Lazarova-Molnar 2023 Winter Simulation Conference (WSC), 2860-2871, 2023 | 1 | 2023 |
| Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems J Friederich, W Cai, BP Gan, S Lazarova-Molnar Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced …, 2023 | 1 | 2023 |
| Data Requirements for Automated Simulation Modelling of Production Systems With Varying Resource Behaviour G Lugaresi, J Friederich, A Matta, S Lazarova-Molnar 2021 Annual Modeling and Simulation Conference, 2021 | 1 | 2021 |
| Reliability assessment of manufacturing systems: A comprehensive overview, challenges and opportunities J Friederich, S Lazarova-Molnar Journal of Manufacturing Systems 72, 38-58, 2024 | | 2024 |
| Data-Driven Assessment of Reliability for Cyber-Physical Production Systems J Friederich | | 2023 |
| Validation of Data-Driven Reliability Models in Manufacturing-Work in Progress J Friederich, S Lazarova-Molnar The 11th EUROSIM Congress, 2023 | | 2023 |
Sanja Lazarova-MolnarProfessor, Karlsruhe Institute of Technology & University of Southern DenmarkVerified email at kit.edu
