TY - RPRT A1 - Romero, David A1 - Taisch, Marco A1 - Acerbi, Frederica A1 - Ahmad Khan, Muztoba A1 - Andersen, Ann-Louise A1 - Arioli, Veronica A1 - Bressanelli, Gianmarco A1 - Chari, Arpita A1 - Frank, Alejandro G. A1 - Ebel, Martin A1 - Gonzales, Clarissa A1 - Hankammer, Stephan A1 - Lenz, Jürgen A1 - May, Gökan A1 - Medini, Khaled A1 - Mendez, Glauco A1 - Müller, Julian A1 - Naeem, Rimsha A1 - Rakic, Slavko A1 - Sala, Roberto A1 - Stoll, Oliver A1 - Wang, Hao A1 - Wuest, Thorsten T1 - The 2023 World Manufacturing Report: New Business Models for the Manufacturing of the Future Y1 - 2023 SN - 978-88-947786-0-1 PB - World Manufacturing Foundation ER - TY - BOOK A1 - Romero, David A1 - Taisch, Marco A1 - Lenz, Jürgen ED - Romero, David ED - Taisch, Marco ED - Lenz, Jürgen T1 - 2024 World Manufacturing Report – New Perspectives for the Future of Manufacturing: Outlook 2030 Y1 - 2024 UR - https://worldmanufacturing.org/report/report-2024-new-perspectives-for-the-future-of-manufacturing-outlook-2030/ SN - 978-88-947786-4-9 PB - World Manufacturing Foundation CY - Mailand ER - TY - CHAP A1 - Joenssen, Dieter A1 - Singh Hada, Abhinav A1 - Lenz, Jürgen ED - Longo, Francesco ED - Shen, Weiming ED - Padovano, Antonio T1 - Physics-Informed Imputation for Data Cleaning and Pre-Processing in Robust Smart Manufacturing Systems T2 - Procedia Computer Science KW - smart manufacturing KW - imputation KW - data pre-processing KW - physics informed KW - data quality Y1 - 2024 U6 - https://doi.org/10.1016/j.procs.2024.01.037 SN - 1877-0509 VL - 232 SP - 377 EP - 387 ER - TY - CHAP A1 - Reisig, Michael A1 - Lenz, Jürgen A1 - Kerber, Florian T1 - Conceptional Design and Prototypical Implementation of a Digital Twin for a Modular Manufacturing System T2 - Proceedings of the 7th European Conference on Industrial Engineering and Operations Management (IEOM) KW - digital twin KW - automation KW - smart manufacturing KW - digitization KW - industry 4.0 Y1 - 2024 SN - 979-8-3507-1737-2 U6 - https://doi.org/10.46254/EU07.20240223 SN - 2169-8767 PB - IEOM Society International CY - Southfield ER - TY - CHAP A1 - Lenz, Jürgen T1 - Overview, Trends and Future Applications of Artificial Intelligence in Manufacturing T2 - Proceedings of the 6th European Conference on Industrial Engineering and Operations Management KW - smart manufacturing KW - industry 4.0 KW - artificial intelligence KW - machine learning KW - data analytics Y1 - 2023 SN - 979-8-3507-0547-8 U6 - https://doi.org/10.46254/EU6.20230468 SN - 2169-8767 SP - 1672 EP - 1679 PB - IEOM Society International ER - TY - CHAP A1 - Riedel, Nicolas A1 - Lenz, Jürgen A1 - Braunreuther, Stefan ED - Mizuyama, Hajime ED - Morinaga, Eiji ED - Nonaka, Tomomi ED - Kaihara, Toshiya ED - von Cieminski, Gregor ED - Romero, David T1 - AI Estimated Assembly Time Forecasting for Engineering-to-Order Manufacturing - Use Case Study on Production Planning of Machine Tools T2 - Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond. 44th IFIP WG 5.7 International Conference, APMS 2025, Proceedings, Part VI KW - assembly time KW - AI in manufacturing Y1 - 2025 SN - 9783032035493 U6 - https://doi.org/10.1007/978-3-032-03550-9_22 SN - 1868-4238 IS - (IFIP Advances in Information and Communication Technology IFIPAICT;769) SP - 325 EP - 340 PB - Springer Nature CY - Cham ER - TY - CHAP A1 - Öfele, Marcel A1 - Danzinger, Frank A1 - Eisele, Siegfried A1 - Markus, Benedikt A1 - Schurk, Philipp A1 - Kerber, Florian A1 - Lenz, Jürgen A1 - Hollmann, Helia A1 - Richard, Peter A1 - Braunreuther, Stefan T1 - The Living Learning Company – Tackling Challenges of Connected, Flexible, and Secure Production T2 - Lecture Notes in Networks and Systems KW - learning Factory KW - living Lab KW - digital transformation KW - digital twins KW - IT/OT Security Y1 - 2025 SN - 9783031988820 U6 - https://doi.org/10.1007/978-3-031-98883-7_7 SN - 2367-3370 SP - 50 EP - 57 PB - Springer Nature Switzerland CY - Cham ER - TY - CHAP A1 - Reisig, Michael A1 - Lenz, Jürgen T1 - Application and Evaluation of Communication Protocols in Industry 4.0: Use Case Study with End-to-End Implementation from Data Acquisition to Data Visualization T2 - Procedia CIRP KW - Industry 4.0 KW - digitalization KW - IoT KW - communication protocols KW - smart manufacturing Y1 - 2026 U6 - https://doi.org/10.1016/j.procir.2025.09.049 SN - 2212-8271 VL - 139 SP - 219 EP - 224 PB - Elsevier BV ER -