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Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation2023 Robotics and Computer-Integrated Manufacturing article Engineering Digital Transformation in Industry Open access
Ziqi Huang, Marcel Fey, Chao Liu, Ege Beysel, Xun William Xu, Christian Brecher
115citations -
Integration of a Europe-wide public building database with retrofit strategies and a thermal inertia model into an open-source optimization framework2024 IOP Conference Series Earth and Environmental Science conference-paper Engineering Building Energy and Comfort Optimization Open access
Maximilian Hillen, Patrik Schönfeldt, Philip Groesdonk, Bernhard Hoffschmidt
1citations -
Data Analytics Production Line Optimization Model (DAPLOM) - A Systematic Framework for Process Optimizations2021 Lecture notes in production engineering conference-paper Engineering Digital Transformation in Industry
Durmus Harman, Daniel Buschmann, Michael Knapp, Robert Heinrich Schmitt, H. Eigenbrod
4citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Fault Detection and Control Systems Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
0citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
8citations