TY - CHAP A1 - Lenz, Jürgen A1 - Pelosi, Valerio A1 - Taisch, Marco A1 - MacDonald, Eric A1 - Wuest, Thorsten T1 - Data-driven Context Awareness of Smart Products in Discrete Smart Manufacturing Systems T2 - Procedia Manufacturing KW - smart manufacturing KW - machine learning KW - sensor integration KW - ANN KW - PLM Y1 - 2020 U6 - https://doi.org/10.1016/j.promfg.2020.11.008 SN - 2351-9789 N1 - Beitrag: 5th International Conference on System-Integrated Intelligence, Bremen, Deutschland, 03.06.2020 - 05.06.2020 VL - 52 SP - 38 EP - 43 ER - TY - JOUR A1 - Lenz, Jürgen A1 - MacDonald, Eric A1 - Harik, Ramy A1 - Wuest, Thorsten T1 - Optimizing Smart Manufacturing Systems by Extending the Smart Products Paradigm to the Beginning of Life JF - Journal of Manufacturing Systems KW - smart product KW - smart manufacturing KW - integrated sensor system KW - data analytics KW - PLM KW - Industriy 4.0 Y1 - 2020 U6 - https://doi.org/10.1016/j.jmsy.2020.10.001 SN - 0278-6125 VL - 57 IS - Oktober 2020 SP - 274 EP - 286 ER - TY - JOUR A1 - Lenz, Jürgen A1 - Swerdlow, Samuel A1 - Landers, Alan A1 - Shaffer, Richard A1 - Geller, Avishai A1 - Wuest, Thorsten T1 - Smart Services for Polymer Processing Auxiliary Equipment: An Industrial Case Study JF - Smart and Sustainable Manufacturing Systems KW - smart manufacturing KW - smart services KW - industry 4.0 KW - polymer processing KW - polymer manufacturing KW - smart maintenance Y1 - 2020 U6 - https://doi.org/10.1520/SSMS20200032 SN - 2520-6478 VL - 4 IS - 2020,1 SP - 103 EP - 120 ER - TY - CHAP A1 - Haas, Moritz A1 - Lenz, Jürgen A1 - Joenssen, Dieter A1 - Rimkus, Wolfgang A1 - Prinz, Ralf A1 - Lutz, Dominic T1 - Machine Learning of Parameters for Structural PET Foam Milling T2 - Procedia CIRP KW - digital manufacturing KW - machine tool data KW - machine learning KW - PET foam KW - milling Y1 - 2021 U6 - https://doi.org/10.1016/j.procir.2021.11.248 SN - 2212-8271 N1 - Beitrag: 54th CIRP Conference on Manufacturing Systems, Athen, Griechenland, 22.09.2021 - 24.09.2021 VL - 104 SP - 1470 EP - 1475 ER - TY - JOUR A1 - Lenz, Jürgen A1 - MacDonald, Eric A1 - Harik, Ramy A1 - Wuest, Thorsten T1 - Self-sensing Smart Products in Smart Manufacturing Systems JF - Manufacturing letters KW - smart manufacturing KW - integrated sensor system KW - product lifecycle Y1 - 2022 U6 - https://doi.org/10.1016/j.mfglet.2022.08.014 SN - 2213-8463 VL - 34 SP - 25 EP - 28 ER - TY - CHAP A1 - Lenz, Jürgen A1 - Lucke, Dominik A1 - Wuest, Thorsten T1 - Description Model of Smart Connected Devices in Smart Manufacturing Systems T2 - Procedia Computer Science KW - smart devices KW - IoT KW - Smart Manufacturing Y1 - 2023 U6 - https://doi.org/10.1016/j.procs.2022.12.307 SN - 1877-0509 N1 - Beitrag: 4th International Conference on Industry 4.0 and Smart Manufacturing, Linz, Österreich, 02.11.2022 - 04.11.2022 VL - 217 SP - 1086 EP - 1094 ER - 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 - 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 N1 - Beitrag: 6th European International Conference on Industrial Engineering and Operations Management, Lisabon, Portugal, 18.07.2023 - 20.07.2023 SP - 1672 EP - 1679 PB - IEOM Society International 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 N1 - Beitrag: 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), Lissabon, Portugal, 22.11.2023 - 24.11.2023 VL - 232 SP - 377 EP - 387 ER -