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Papers matching “rule-based controller” 48

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Improved rule-based power distribution algorithm for hybrid battery storage systems and real-world validation
2024 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Lucas Koltermann, Mauricio Celi Cortés, Jan Figgener, Sebastian Zurmühlen, Dirk Uwe Sauer

12

citations
Towards Rule Extraction for Sector-Coupled Energy Systems Based on Optimization Models
2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access

David Wackerbauer, Dirk Müller

1

citations
A rule-based framework for capturing geometric characteristics in design: A study of façade analysis for acoustic behaviour in urban space
2024 International Journal of Architectural Computing article Engineering Architecture and Computational Design Open access

İremnur Tokaç, Anne Heimes, Michael Vorländer, Sigrid Brell‐Çokcan

3

citations
Evaluation of advanced control strategies for building energy systems
2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Laura Maier, Alexander Kümpel, Dirk Müller

127

citations
Cloud-based SOC optimization for predictive energy management and zero emission zone compliance in PHEVs
2025 eTransportation article Engineering Green IT and Sustainability Open access

Paul Muthyala, Joschka Schaub, Stefan Pischinger

2

citations
Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system
2021 Energy and Buildings article Engineering Smart Grid Energy Management

Thomas Schreiber, Christoph Netsch, Marc Baranski, Dirk Müller

22

citations
Heat Pump Systems with Photovoltaics: Influence of the Control Strategy on the Optimal Design
2023 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

0

citations
Nonlinear Model Predictive Control of Mild Hybrid Powertrains With Electric Supercharging
2021 IEEE Transactions on Vehicular Technology article Engineering Electric and Hybrid Vehicle Technologies cited by 2 patents

Philip Griefnow, Moritz Jakoby, Lorenz Dörschel, Jakob Andert

6

citations
Implementation of a machine learning supported model predictive control for a 5th generation district heating and cooling energy hub
2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Aron Schwartz, K Derzsi, Rahul Karuvingal, Dirk Müller

3

citations
Impact of control strategies on thermal comfort in a single-family house under grid-constrained air-to-water heat pump operation using a high-fidelity building model
2025 Journal of Physics Conference Series conference-paper Engineering Integrated Energy Systems Optimization Open access

Tobias Spratte, Fabian Römer, Laura Maier, Dirk Müller

0

citations
Efficiency Increase through Model Predictive Thermal Control of Electric Vehicle Powertrains
2022 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Alexander Wahl, Christoph Wellmann, Björn Krautwig, Patrick Manns, Bicheng Chen, Christof Schernus, +1 more

29

citations
Transient Solid Oxide Cell Reactor Model Used in rSOC Mode-Switching Analysis and Power Split Control of an SOFC-Battery Hybrid
2023 ECS Transactions conference-paper Materials Science Advancements in Solid Oxide Fuel Cells

Santiago Salas Ventura, Matthias Metten, Marius Tomberg, Dirk Ullmer, Cem Ünlübayir, Marc Philipp Heddrich, +1 more

3

citations
Machine Learning-Based Control for Fuel Cell Hybrid Buses: From Average Load Power Prediction to Energy Management
2022 Vehicles article Engineering Electric and Hybrid Vehicle Technologies Open access

Hujun Peng, Jianxiang Li, Kai Deng, Kay Hameyer

12

citations
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings
2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Building Energy and Comfort Optimization Open access

Laura Maier, Sönke Quast, Dominik Hering, Dirk Müller

1

citations
Synthesis and analysis of neural-network-based control in cyber-physical systems
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Adversarial Robustness in Machine Learning Open access

László Antal

0

citations
Model-based Evaluation of Advanced Energy Management Control Strategies for Heavy-Duty Fuel Cell Powertrains
2024 SAE International journal of commercial vehicles article Engineering Electric and Hybrid Vehicle Technologies

Gaurav Sadekar, Sadaf Batool, Adithya Baburaj, Vasu Goyal, Satyum Joshi, Michael Franke

2

citations
Development of an Energy Management System for a Renewable Energy Community and Performance Analysis via Global Sensitivity Analysis
2023 IEEE Access article Decision Sciences Probabilistic and Robust Engineering Design Open access

Amir Ahmadifar, Mirko Ginocchi, Megha Shyam Golla, Ferdinanda Ponci, Antonello Monti

44

citations
pymfm—A Python framework for microgrid flexibility management
2023 Software Impacts article Engineering Smart Grid Energy Management Open access

Amir Ahmadifar, Erdem Gümrükcü, Aytug Yavuzer, Antonello Monti

0

citations
An Electric Vehicle Charging Simulation to Investigate the Potential of Intelligent Charging Strategies
2025 Energies article Engineering Electric Vehicles and Infrastructure Open access

Max Faßbender, Nicolas Rößler, Markus Eisenbarth, Jakob Andert

4

citations
Real-time optimization-based energy management strategy for a hybrid wheel loader
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Electric and Hybrid Vehicle Technologies Open access

Yuki Kakichi

0

citations
Optimal Management for Megawatt Level Electric Vehicle Charging Stations With a Grid Interface Based on Modular Multilevel Converter
2021 IEEE Access article Engineering Electric Vehicles and Infrastructure Open access

Erdem Gümrükcü, Charukeshi Joglekar, Ferdinanda Ponci, Antonello Monti, Giuseppe Guidi, Salvatore D’Arco, +1 more

18

citations
Large-scale identification of undiagnosed hepatic steatosis using natural language processing
2023 EClinicalMedicine article Medicine Liver Disease Diagnosis and Treatment Open access

Carolin Victoria Schneider, Tang Li, David Zhang, Anya I. Mezina, Puru Rattan, Helen Ye Rim Huang, +15 more

27

citations
A rapid control prototyping system for the automated control of mechanical ventilation
2020 article Medicine Healthcare Technology and Patient Monitoring

Philip von Platen, Anake Pomprapa, Steffen K. Leonhardt, Philipp A. Pickerodt, Mahdi Taher, Wolfgang Braun, +5 more

2

citations
A Simulation-Based Approach to ASIL Determination for Longitudinal Motion Hazards Using Combined Operational Situations
2026 World Electric Vehicle Journal article Engineering Vehicle Dynamics and Control Systems Open access

Nikita Morozov, Stefan Pischinger, Marco Günther

0

citations
Closed loop model predictive control of a hybrid battery-hydrogen energy storage system using mixed-integer linear programming
2024 Energy Conversion and Management X article Energy Hybrid Renewable Energy Systems Open access

Alexander Holtwerth, André Xhonneux, Dirk Müller

28

citations