Papers matching “data-driven model predictive control” 68
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Improving Shop Floor-Near Production Management Through Data-Driven Insights2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Robert Heinrich Schmitt, Raphael Kiesel, Daniel Buschmann, Simon Cramer, Chrismarie Enslin, Markus Fischer, +15 more
0citations -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
Data/Moment-Driven Approaches for Fast Predictive Control of Collective Dynamics2025 Dynamic modeling and econometrics in economics and finance book-chapter Engineering Advanced Control Systems Optimization
Giacomo Albi, Sara Bicego, Michaël Herty, Yuyang Huang, Dante Kalise, Chiara Segala
0citations -
Multi-objective model predictive control for air-source heat pumps: Leveraging system flexibility to simultaneously reduce noise and increase efficiency2025 Applied Thermal Engineering article Engineering Building Energy and Comfort Optimization Open access
Jonas Klingebiel, Moritz Beckschulte, Christian Vering, Dirk Müller
6citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Incorporating A Priori Statistical Situational Knowledge into Model Predictive Control Algorithms2025 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering Vehicle Dynamics and Control Systems Open access
Philippe Legran, Fabian Ruß, Jobst Nikolaus Bertram Beckmann, Sven Tarlowski, Lutz Eckstein
0citations -
Incorporating A Priori Statistical Situational Knowledge into Model Predictive Control Algorithms2025 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering Vehicle Dynamics and Control Systems Open access
Philippe Legran, Fabian Ruß, Jobst Nikolaus Bertram Beckmann, Sven Tarlowski, Lutz Eckstein
0citations -
Experimental investigation of efficient and safe heat pump operation with model-based superheat control2025 Journal of Physics Conference Series conference-paper Engineering Refrigeration and Air Conditioning Technologies Open access
Florian Will, Matthias Ellinger, Tim Klebig, Christian Vering, Dirk Müller
1citations -
A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access
Zhengtian Ai, Ingo Heinle, Christian Schelske, Hao Wang, Thomas Bäck
3citations