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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 -
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 -
Model-predictive Control with Parallelised Optimisation for the Navigation of Autonomous Mining Vehicles2023 IEEE Intelligent Vehicles Symposium conference-paper Engineering Advanced Control Systems Optimization
Gjorgji Nikolovski, Nicolas Limpert, Hendrik Nessau, Michael Reke, Alexander Ferrein
5citations -
Dynamic optimization and nonlinear model predictive control of a semi-batch epoxidation process2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access
Preet J. Joy, Eduardo S. Schultz, Steffen Casteel, Thomas Schaffrath, Rupert Hammen, Adel Mhamdi
5citations -
Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access
Chrysanthi Papadimitriou, Tim Varelmann, Christian Schröder, Andreas Jupke, Alexander Mitsos
4citations -
Deterministic global nonlinear model predictive control with recurrent neural networks embedded : 21st IFA World Congress, Germany, July 11-17, 20202020 RWTH Publications (RWTH Aachen) other Engineering Advanced Control Systems Optimization Open access
Danimir T. Doncevic, Artur M. Schweidtmann, Yannic Vaupel, Pascal M. Schäfer, Adrian Caspari, Alexander Mitsos
3citations