Ontology-Based Production Simulation with OntologySim
May, Marvin Carl, Kiefer, Lars, Kuhnle, Andreas, Lanza, Gisela
Published in Applied sciences (01.02.2022)
Published in Applied sciences (01.02.2022)
Get full text
Journal Article
Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’
Chen, Tingting, Sampath, Vignesh, May, Marvin Carl, Shan, Shuo, Jorg, Oliver Jonas, Aguilar Martín, Juan José, Stamer, Florian, Fantoni, Gualtiero, Tosello, Guido, Calaon, Matteo
Published in Applied sciences (01.02.2023)
Published in Applied sciences (01.02.2023)
Get full text
Journal Article
Queue Length Forecasting in Complex Manufacturing Job Shops
May, Marvin Carl, Albers, Alexander, Fischer, Marc David, Mayerhofer, Florian, Schäfer, Louis, Lanza, Gisela
Published in Forecasting (01.06.2021)
Published in Forecasting (01.06.2021)
Get full text
Journal Article
Reinforcement learning for sustainability enhancement of production lines
Loffredo, Alberto, May, Marvin Carl, Matta, Andrea, Lanza, Gisela
Published in Journal of intelligent manufacturing (24.11.2023)
Published in Journal of intelligent manufacturing (24.11.2023)
Get full text
Journal Article
Opportunistic maintenance scheduling with deep reinforcement learning
Valet, Alexander, Altenmüller, Thomas, Waschneck, Bernd, May, Marvin Carl, Kuhnle, Andreas, Lanza, Gisela
Published in Journal of manufacturing systems (01.07.2022)
Published in Journal of manufacturing systems (01.07.2022)
Get full text
Journal Article
Solving sustainable aggregate production planning with model predictive control
May, Marvin Carl, Kiefer, Lars, Frey, Alex, Duffie, Neil A., Lanza, Gisela
Published in CIRP annals (2023)
Published in CIRP annals (2023)
Get full text
Journal Article
Modelling and condition-based control of a flexible and hybrid disassembly system with manual and autonomous workstations using reinforcement learning
Wurster, Marco, Michel, Marius, May, Marvin Carl, Kuhnle, Andreas, Stricker, Nicole, Lanza, Gisela
Published in Journal of intelligent manufacturing (01.02.2022)
Published in Journal of intelligent manufacturing (01.02.2022)
Get full text
Journal Article
IIoT System Canvas — From architecture patterns towards an IIoT development framework
May, Marvin Carl, Glatter, Daniel, Arnold, Dominik, Pfeffer, Daniel, Lanza, Gisela
Published in Journal of manufacturing systems (01.02.2024)
Published in Journal of manufacturing systems (01.02.2024)
Get full text
Journal Article
View planning in the visual inspection for remanufacturing using supervised- and reinforcement learning approaches
Kaiser, Jan-Philipp, Koch, Dominik, Gäbele, Jonas, May, Marvin Carl, Lanza, Gisela
Published in CIRP journal of manufacturing science and technology (01.10.2024)
Published in CIRP journal of manufacturing science and technology (01.10.2024)
Get full text
Journal Article
Framework for automatic production simulation tuning with machine learning
May, Marvin Carl, Finke, Alexander, Theuner, Katharina, Lanza, Gisela
Published in Procedia CIRP (2024)
Published in Procedia CIRP (2024)
Get full text
Journal Article
Towards narrowing the reality gap in electromechanical systems: error modeling in virtual commissioning
Kuhn, Alexander Michael, May, Marvin Carl, Liu, Yuhui, Kuhnle, Andreas, Tekouo, William, Lanza, Gisela
Published in Production engineering (Berlin, Germany) (01.06.2023)
Published in Production engineering (Berlin, Germany) (01.06.2023)
Get full text
Journal Article