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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 -
Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control2024 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access
Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more
0citations -
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 -
A wave propagation approach for reduced dynamic modeling of distillation columns: Optimization and control2020 Journal of Process Control article Engineering Process Optimization and Integration Open access
Adrian Caspari, Christoph Offermanns, Anna‐Maria Ecker, Martin Pottmann, Gerhard Zapp, Adel Mhamdi, +1 more
29citations -
Distributed Frequency Divider-based Model Predictive Control for Frequency Control of Multi-Area Power Systems2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Frequency Control in Power Systems Open access
Tobias Heins, Paula Chanfreut, Sriram Karthik Gurumurthy, Antonello Monti, Anuradha M. Annaswamy
1citations -
Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Paul Brunzema, Alexander von Rohr, Alexander Gräfe, Angela P. Schoellig, Sebastian Trimpe
0citations -
Heat Pump Systems with Photovoltaics: Influence of the Control Strategy on the Optimal Design2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access
Fabian Wüllhorst, Jonas Reuter‐Schniete, Laura Maier, Dominik Hering, Dirk Müller
0citations -
Gradient-based nonlinear model predictive control enabling demand-side management for adsorption-based direct air carbon capture2026 International journal of greenhouse gas control article Engineering Advanced Control Systems Optimization Open access
Sebastian Henzler, Daniel Rezo, Patrik Postweiler, Niklas V. von der Assen, Alexander Mitsos
0citations -
Influence of Controller Tuning on Cascaded Flexibility Provision with Feedback Optimization2026 IEEE Transactions on Industry Applications article Engineering Microgrid Control and Optimization Open access
Irina Zettl, Florian Klein-Helmkamp, Florian Schmidtke, Lukas Ortmann, Andreas Ulbig
1citations -
Advancing Sustainable Manufacturing: Multidimensional Optimization of the Thermal Behavior of Machine Tools2026 Lecture notes in production engineering conference-paper Engineering Advanced Measurement and Metrology Techniques Open access
C. Brecher, Stephan Neus, Ralph Klimaschka, J. Schäfer, Alexander Steinert
0citations -
Tuning a Cascaded Online Feedback Optimization Controller for Provision of Distributed Flexibility2024 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Smart Grid Energy Management Open access
Irina Zettl, Florian Klein-Helmkamp, Florian Schmidtke, Lukas Ortmann, Andreas Ulbig
0citations