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Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
0citations -
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 -
Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption2023 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management
Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert
24citations -
Model Predictive Control of Switched Reluctance Machines With Online Torque Sharing Function Based on Optimal Flux-Linkage Curve2023 IEEE Transactions on Transportation Electrification article Engineering Electric Motor Design and Analysis
Lefei Ge, Zizhen Fan, Jiale Huang, Qiyuan Cheng, Dongdong Zhao, Shoujun Song, +1 more
17citations -
A Service-based Architecture for the Interaction of Control and MES Systems in Industry 4.0 Environment2020 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Engineering Digital Transformation in Industry cited by 2 patents
Mahyar Azarmipour, Haitham Elfaham, Caspar Gries, Tobias Kleinert, Ulrich Epple
15citations -
Model predictive force control in milling based on an ensemble Kalman filter2022 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access
Max Schwenzer, Sebastian Stemmler, Muzaffer Ay, Adrian Karl Rüppel, Thomas Bergs, Dirk Abel
29citations -
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access
Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
2citations -
A Joint Power-Aware Spectral Efficient Chunk Allocation, Relay Selection, and Energy Efficient Power Control in OFDMA-PNC Communication2025 IEEE Open Journal of the Communications Society article Engineering Advanced Wireless Network Optimization Open access
Ehsan Atefat Doost, Firooz B. Saghezchi, António Navarro, Jonathan Rodrı́guez
0citations -
Model compendium, data, and optimization benchmarks for sector-coupled energy systems2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access
Susanne Saß, Timm Faulwasser, Dinah Elena Hollermann, Chrysoula Dimitra Kappatou, Dominique Sauer, David Yang Shu, +5 more
38citations -
Advancements in Battery Cell Finalization: Insights from an Expert Survey and Prospects for Process Optimization2024 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access
Tobias Robben, Christian Offermanns, Heiner Hans Heimes, Achim Kampker
4citations