Bernard Bäker

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 20

Top Topics

Selection Strategies

Energy Management

Electric Vehicles

Top Venues

IEEE Trans. Veh. Technol.

Publications

Till Fuchs, Matthias Zinser, Kevin Renatus, Bernard Bäker
Automotive Digital Twins: A Traversal Algorithm for Virtual Testing of Software over-the-air Updates. ICM (2023)
Maximilian Helbing, Stephan Uebel, Conny Matthes, Bernard Bäker
Comparative Case Study of a Metamodel-Based Electric Vehicle Powertrain Design. IEEE Access 9 (2021)
Adrian Prochaska, Julien Pillas, Bernard Bäker
Active Output Selection Strategies for Multiple Learning Regression Models. ICPRAM (2021)
Adrian Prochaska, Julien Pillas, Bernard Bäker
Improved active output selection strategy for noisy environments. CoRR (2021)
Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker
LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control. ICAART (2) (2021)
Philipp Gesner, Frank Kirschbaum, Richard Jakobi, Bernard Bäker
Robust Data-Driven Error Compensation for a Battery Model. CoRR (2020)
Adrian Prochaska, Julien Pillas, Bernard Bäker
Active Output Selection Strategies for Multiple Learning Regression Models. CoRR (2020)
Philipp Gesner, Christian Gletter, Florian Landenberger, Frank Kirschbaum, Lutz Morawietz, Bernard Bäker
Space-Filling Subset Selection for an Electric Battery Model. CoRR (2020)
Peter Wolf, Alvin Chin, Bernard Bäker
Unsupervised Data-Driven Automotive Diagnostics with Improved Deep Temporal Clustering. VTC Fall (2019)
Stephan Uebel, Nikolce Murgovski, Bernard Bäker, Jonas Sjöberg
A Two-Level MPC for Energy Management Including Velocity Control of Hybrid Electric Vehicles. IEEE Trans. Veh. Technol. 68 (6) (2019)
Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker
Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management. ICAART (2) (2019)
Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker
Optimal Energy Management and Velocity Control of Hybrid Electric Vehicles. IEEE Trans. Veh. Technol. 67 (1) (2018)
Stefan Sautermeister, Max Falk, Bernard Bäker, Frank Gauterin, Moritz Vaillant
Influence of Measurement and Prediction Uncertainties on Range Estimation for Electric Vehicles. IEEE Trans. Intell. Transp. Syst. 19 (8) (2018)
Roman Liessner, Ansgar Malte Dietermann, Bernard Bäker
Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management. ICAART (Revised Selected Papers) (2018)
Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann
Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics. ITSC (2018)
Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bäker
Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles. ICAART (2) (2018)
Roman Liessner, Robert Fechert, Bernard Bäker
Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting. VEHITS (2017)
Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker
Computationally efficient velocity and power split control of hybrid electric vehicles. CCTA (2017)
Mario Krumnow, Anja Liebscher, Jürgen Krimmling, Torsten Schubert, Bernard Bäker
Microscopic real-time traffic simulations to support advanced driver assistance systems. MT-ITS (2015)
Anja Liebscher, Mario Krumnow, Jürgen Krimmling, Falk Hanisch, Bernard Bäker
Energy-efficient routing strategies based on real-time data of a local traffic management center. MT-ITS (2015)
Stephan Uebel, Conny Tempelhahn, Mike Liebers, Steffen Kutter, Bernard Bäker
Anwendung der Variationsrechnung für Steuerungsaufgaben im Kraftfahrzeug. Autom. 62 (4) (2014)
Peter Loepelmann, Bernard Bäker
High-gain feedback stability of a nonlinear drivetrain system. ECC (2013)
Philipp Schuricht, Oliver Michler, Bernard Bäker
Efficiency-increasing driver assistance at signalized intersections using predictive traffic state estimation. ITSC (2011)
Benno Schweiger, Christian Raubitschek, Bernard Bäker, Johann H. Schlichter
ElisaTM - Car to infrastructure communication in the field. Comput. Networks 55 (14) (2011)
Matthew L. Schwall, J. Christian Gerdes, Bernard Bäker, Thomas M. Forchert
A Probabilistic Vehicle Diagnostic System Using Multiple Models. IAAI (2003)