Reference architectures for the internet of things M Weyrich, C Ebert IEEE software 33 (1), 112-116, 2015 | 568 | 2015 |
An architecture of an intelligent digital twin in a cyber-physical production system B Ashtari Talkhestani, T Jung, B Lindemann, N Sahlab, N Jazdi, ... at-Automatisierungstechnik 67 (9), 762-782, 2019 | 287 | 2019 |
A survey on long short-term memory networks for time series prediction B Lindemann, T Müller, H Vietz, N Jazdi, M Weyrich Procedia Cirp 99, 650-655, 2021 | 247 | 2021 |
A survey on anomaly detection for technical systems using LSTM networks B Lindemann, B Maschler, N Sahlab, M Weyrich Computers in Industry 131, 103498, 2021 | 230 | 2021 |
An interactive environment for virtual manufacturing: the virtual workbench M Weyrich, P Drews Computers in industry 38 (1), 5-15, 1999 | 141 | 1999 |
A digital twin for production planning based on cyber-physical systems: A Case Study for a Cyber-Physical System-Based Creation of a Digital Twin F Biesinger, D Meike, B Kraß, M Weyrich Procedia CiRP 79, 355-360, 2019 | 130 | 2019 |
Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points BA Talkhestani, N Jazdi, W Schloegl, M Weyrich Procedia Cirp 72, 159-164, 2018 | 124 | 2018 |
Agentenbasierte dynamische Rekonfiguration von vernetzten intelligenten Produktionsanlagen TB B Vogel-Heuser, ... Handbuch Industrie 4.0 Bd. 2 2, 31- 44, 2017 | 121* | 2017 |
A survey on the necessity for a digital twin of production in the automotive industry F Biesinger, B Kraß, M Weyrich 2019 23rd international conference on mechatronics technology (ICMT), 1-8, 2019 | 102 | 2019 |
Deep transfer learning for industrial automation: a review and discussion of new techniques for data-driven machine learning B Maschler, M Weyrich IEEE Industrial Electronics Magazine 15 (2), 65-75, 2021 | 98 | 2021 |
Machine-to-machine communication M Weyrich, JP Schmidt, C Ebert IEEE Software 31 (4), 19-23, 2014 | 88 | 2014 |
Anomaly detection in discrete manufacturing using self-learning approaches B Lindemann, F Fesenmayr, N Jazdi, M Weyrich Procedia CIRP 79, 313-318, 2019 | 83 | 2019 |
A concept in synchronization of virtual production system with real factory based on anchor-point method BA Talkhestani, N Jazdi, W Schlögl, M Weyrich Procedia Cirp 67, 13-17, 2018 | 74 | 2018 |
Digital twin for verification and validation of industrial automation systems–a survey A Löcklin, M Müller, T Jung, N Jazdi, D White, M Weyrich 2020 25th IEEE international conference on emerging technologies and factory …, 2020 | 71 | 2020 |
A case study for a digital twin of body-in-white production systems general concept for automated updating of planning projects in the digital factory F Biesinger, D Meike, B Kraß, M Weyrich 2018 IEEE 23rd international conference on emerging technologies and factory …, 2018 | 70 | 2018 |
Cyber-physical production systems: enhancement with a self-organized reconfiguration management T Müller, N Jazdi, JP Schmidt, M Weyrich Procedia CIRP 99, 549-554, 2021 | 57 | 2021 |
Problems of older persons using a wheeled walker U Lindemann, M Schwenk, J Klenk, M Kessler, M Weyrich, F Kurz, ... Aging clinical and experimental research 28, 215-220, 2016 | 55 | 2016 |
An approach for peg-in-hole assembling using intuitive search algorithm based on human behavior and carried by sensors guided industrial robot MW Abdullah, H Roth, M Weyrich, J Wahrburg IFAc-PapersOnLine 48 (3), 1476-1481, 2015 | 53 | 2015 |
Knowledge graphs as enhancers of intelligent digital twins N Sahlab, S Kamm, T Müller, N Jazdi, M Weyrich 2021 4th IEEE international conference on industrial cyber-physical systems …, 2021 | 52 | 2021 |
Smart Product Engineering - Methodology for Identification of Adaptive Reusable Modules in Automated Production Systems BVH M. Abramovici, R. Stark (Ed.): K. Kernschmidt, Ph. Klein, N. Jazdi, P ... Proceedings of the 23rd CIRP Design Conference, Bochum, Germany, March 11th …, 2013 | 52* | 2013 |