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Purposeful decision-support with Digital Shadows: a model catalog architecture and its implementation for production scheduling in the injection molding domain2025 International Journal of Production Research article Engineering Manufacturing Process and Optimization Open access
Patrick Sapel, Aymen Gannouni, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt
2citations -
A blueprint description of production scheduling models using asset administration shells2024 Production & Manufacturing Research article Engineering Scheduling and Optimization Algorithms Open access
Aymen Gannouni, Patrick Sapel, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt
5citations -
Scheduling coordination of multiple production and utility systems in a multi-leader multi-follower Stackelberg game2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access
Ludger Leenders, Kirstin Ganz, Björn Bahl, Maike Hennen, Nils Baumgärtner, André Bardow
11citations -
Combining Discrete Event Simulation and Reinforcement Learning for Human-Centered Production Planning: An Exemplary Application to Job Rotation Scheduling : May 27-29, 2026 ; San Sebastian, Spain0citations
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Simulation-based optimization of product integrations in line-less assembly systems based on digital twins2023 Procedia CIRP article Engineering Flexible and Reconfigurable Manufacturing Systems Open access
Jonas Rachner, Fabiano Junior Maia Manschein, Amon Göppert, Robert Heinrich Schmitt
5citations -
Evaluation Concept for Order Release Based on Simulation and Reinforcement Learning Against Changes to the Production Configuration2024 Annual Modeling and Simulation Conference (ANNSIM) conference-paper Engineering Scheduling and Optimization Algorithms
Tim Janke, Michael Riesener, Seth Schmitz, Judith Fulterer, Hendrik Eisbein
2citations