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Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access
Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch
14citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
14citations -
Streamlining Hybrid Vehicle Control Development with an Efficient MATLAB/Simulink Simulation Platform2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Real-time simulation and control systems
Achyut Venkataramu, Yue Wang, Nadirsh Patel, Shichao Huo, Onur Şenoğlu
1citations -
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
Setup for electrical resistance measurement for laser material deposition with coaxial wire feed and use for process control2022 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Fabian Steiner, Philipp Holger Lohrer, Thomas Schopphoven, C. Haefner
4citations -
Evaluation of linear and nonlinear system models in hierarchical model predictive control of HVAC systems2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
0citations -
Tailoring Li–Al–O Interphases in Garnet-Type Solid-State Electrolytes via Powder Atomic Layer Deposition2026 ACS Applied Materials & Interfaces article Engineering Advanced Battery Materials and Technologies Open access
Michael K. Steinhoff, Anna Domgans, Jehad Ahmed, Roland Schierholz, Davis Thomas Daniel, Nabi Aghdassi, +3 more
4citations -
Tailoring Li–Al–O Interphases in Garnet-Type Solid-State Electrolytes via Powder Atomic Layer Deposition2026 ACS Applied Materials & Interfaces article Engineering Advanced Battery Materials and Technologies Open access
Michael K. Steinhoff, Anna Domgans, Jehad Ahmed, Roland Schierholz, Davis Thomas Daniel, Nabi Aghdassi, +3 more
0citations