Bernard Bäker

According to our database, Bernard Bäker authored at least 24 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Automotive Digital Twins: A Traversal Algorithm for Virtual Testing of Software over-the-air Updates.

Till Fuchs, Matthias Zinser, Kevin Renatus, Bernard Bäker

Proceedings of the IEEE International Conference on Mechatronics, 2023

2021

Improved active output selection strategy for noisy environments.

Adrian Prochaska, Julien Pillas, Bernard Bäker

CoRR, 2021

Comparative Case Study of a Metamodel-Based Electric Vehicle Powertrain Design.

Maximilian Helbing, Stephan Uebel, Conny Matthes, Bernard Bäker

IEEE Access, 2021

Active Output Selection Strategies for Multiple Learning Regression Models.

Adrian Prochaska, Julien Pillas, Bernard Bäker

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control.

Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Robust Data-Driven Error Compensation for a Battery Model.

Philipp Gesner, Frank Kirschbaum, Richard Jakobi, Bernard Bäker

CoRR, 2020

Space-Filling Subset Selection for an Electric Battery Model.

Philipp Gesner, Christian Gletter, Florian Landenberger, Frank Kirschbaum, Lutz Morawietz, Bernard Bäker

CoRR, 2020

2019

A Two-Level MPC for Energy Management Including Velocity Control of Hybrid Electric Vehicles.

Stephan Uebel, Nikolce Murgovski, Bernard Bäker, Jonas Sjöberg

IEEE Trans. Veh. Technol., 2019

Unsupervised Data-Driven Automotive Diagnostics with Improved Deep Temporal Clustering.

Peter Wolf, Alvin Chin, Bernard Bäker

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management.

Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2018

Optimal Energy Management and Velocity Control of Hybrid Electric Vehicles.

Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker

IEEE Trans. Veh. Technol., 2018

Influence of Measurement and Prediction Uncertainties on Range Estimation for Electric Vehicles.

Stefan Sautermeister, Max Falk, Bernard Bäker, Frank Gauterin, Moritz Vaillant

IEEE Trans. Intell. Transp. Syst., 2018

Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics.

Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles.

Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bäker

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management.

Roman Liessner, Ansgar Malte Dietermann, Bernard Bäker

Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

2017

Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting.

Roman Liessner, Robert Fechert, Bernard Bäker

Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

Computationally efficient velocity and power split control of hybrid electric vehicles.

Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker

Proceedings of the IEEE Conference on Control Technology and Applications, 2017

2015

Energy-efficient routing strategies based on real-time data of a local traffic management center.

Anja Liebscher, Mario Krumnow, Jürgen Krimmling, Falk Hanisch, Bernard Bäker

Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015

Microscopic real-time traffic simulations to support advanced driver assistance systems.

Mario Krumnow, Anja Liebscher, Jürgen Krimmling, Torsten Schubert, Bernard Bäker

Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015

2014

Anwendung der Variationsrechnung für Steuerungsaufgaben im Kraftfahrzeug.

Stephan Uebel, Conny Tempelhahn, Mike Liebers, Steffen Kutter, Bernard Bäker

Autom., 2014

2013

High-gain feedback stability of a nonlinear drivetrain system.

Peter Loepelmann, Bernard Bäker

Proceedings of the 12th European Control Conference, 2013

2011

ElisaTM - Car to infrastructure communication in the field.

Benno Schweiger, Christian Raubitschek, Bernard Bäker, Johann H. Schlichter

Comput. Networks, 2011

Efficiency-increasing driver assistance at signalized intersections using predictive traffic state estimation.

Philipp Schuricht, Oliver Michler, Bernard Bäker

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2003

A Probabilistic Vehicle Diagnostic System Using Multiple Models.

Matthew L. Schwall, J. Christian Gerdes, Bernard Bäker, Thomas M. Forchert

Proceedings of the Fifteenth Conference on Innovative Applications of Artificial Intelligence, 2003