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Performance Comparison of Real-Time Solver Implementations for Powertrain Nonlinear Energy Management Optimization with MPC2020 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization
Franz Aubeck, Vineet Kumar, Nikolce Murgovski, Stefan Pischinger
11citations -
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 -
Model-predictive energy management for optimizing the system efficiency of a fuel cell truck considering fuel cell degradation2026 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access
Simon Mertes, Alexander Wehren, Vivek Srivastava, Joschka Schaub, Alexandre Ennen, Stefan Pischinger
0citations -
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 -
Supplementary dataset for paper: "Approximate non-linear model predictive control with safety-augmented neural networks"2023 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe
0citations -
Supplementary dataset for paper: "Approximate non-linear model predictive control with safety-augmented neural networks"2023 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe
0citations
10 results