Bernard Bäker

1.5k citations

58 papers · 1.1k indexed · h-index 16

Impact in

Automotive Engineering top 0.5%
- Advanced Battery Technologies Research
- Electric and Hybrid Vehicle Technologies
- Vehicle emissions and performance
Electrical and Electronic Engineering top 5%
- Electric Vehicles and Infrastructure
- Advancements in Battery Materials
- Advanced Battery Materials and Technologies

Papers in ⓘ

Automotive Engineering 41
- Advanced Battery Technologies Research 25
- Electric and Hybrid Vehicle Technologies 21
- Vehicle emissions and performance 9
Electrical and Electronic Engineering 30
- Electric Vehicles and Infrastructure 18
- Advancements in Battery Materials 11
- Advanced Battery Materials and Technologies 7

Co-authors: Oliver Bohlen (3 shared papers)Matthias Fleckenstein (3 shared papers)Michael A. Roscher (1 shared paper)Nikolce Murgovski (3 shared papers)Jonas Sjöberg (1 shared paper)Sebastian Fischer (1 shared paper)Abbas Z. Kouzani (1 shared paper)Christian G. Schroer (1 shared paper)
Journals: Journal of Energy Storage (5 papers)Journal of Power Sources (3 papers)IEEE Transactions on Vehicular Technology (2 papers)IEEE Transactions on Intelligent Transportation Systems (1 paper)IEEE Access (1 paper)
Partner nations: Germany United States Sweden

In The Last Decade

Bernard Bäker

57 papers receiving 1.1k citations

Peers

Countries citing papers authored by Bernard Bäker

Since Specialization

Citations

This map shows the geographic impact of Bernard Bäker's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bernard Bäker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bernard Bäker more than expected).

Fields of papers citing papers by Bernard Bäker

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bernard Bäker. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bernard Bäker. The network helps show where Bernard Bäker may publish in the future.

Co-authors

The 20 scholars most cited alongside Bernard Bäker, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Bernard Bäker Line = papers co-authored together Bernard Bäker links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 58 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Current density and state of charge inhomogeneities in Li-ion battery cells with LiFePO4 as cathode material due to temperature gradients Journal of Power Sources ·Matthias Fleckenstein, Oliver Bohlen, Michael A. Roscher, Bernard Bäker	2011	234
2	Optimal Energy Management and Velocity Control of Hybrid Electric Vehicles IEEE Transactions on Vehicular Technology ·Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker	2017	110
3	A Two-Level MPC for Energy Management Including Velocity Control of Hybrid Electric Vehicles IEEE Transactions on Vehicular Technology ·Stephan Uebel, Nikolce Murgovski, Bernard Bäker, Jonas Sjöberg	2019	90
4	Thermal Impedance Spectroscopy - A method for the thermal characterization of high power battery cells Journal of Power Sources ·Matthias Fleckenstein, Sebastian Fischer, Oliver Bohlen, Bernard Bäker	2012	87
5	Integrated thermal and energy management of plug-in hybrid electric vehicles Journal of Power Sources ·Mojtaba Shams-Zahraei, Abbas Z. Kouzani, Steffen Kutter, Bernard Bäker	2012	76
6	Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles Roman Ließner, Christian G. Schroer, Ansgar Dietermann, Bernard Bäker	2018	62
7	Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management Roman Ließner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker	2019	46
8	Predictive driving strategies under urban conditions for reducing fuel consumption based on vehicle environment information Christian Raubitschek, Nico Schutze, Э. А. Козлов, Bernard Bäker	2011	41
9	Influence of Measurement and Prediction Uncertainties on Range Estimation for Electric Vehicles IEEE Transactions on Intelligent Transportation Systems ·Stefan Sautermeister, Max Falk, Bernard Bäker, Frank Gauterin, Moritz Vaillant	2017	40
10	Aging Effect of Temperature Gradients in Li-ion Cells Experimental and Simulative Investigations and the Consequences on Thermal Battery Management World Electric Vehicle Journal ·Matthias Fleckenstein, Oliver Bohlen, Bernard Bäker	2012	39
11	Efficiency-increasing driver assistance at signalized intersections using predictive traffic state estimation Philipp Schuricht, Oliver Michler, Bernard Bäker	2011	36
12	Electrical lithium-ion battery models based on recurrent neural networks: A holistic approach Journal of Energy Storage ·Jakob Schmitt, Ivo Horstkötter, Bernard Bäker	2022	30
13	Predictive online control for hybrids: Resolving the conflict between global optimality, robustness and real-time capability Steffen Kutter, Bernard Bäker	2010	19
14	Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) ·Peter Wolf, Artur Mrowca, Tam T. Nguyen, Bernard Bäker, Stephan Günnemann	2018	18
15	Effective estimation of battery state-of-health by virtual experiments via transfer- and meta-learning Journal of Energy Storage ·Jakob Schmitt, Ivo Horstkötter, Bernard Bäker	2023	17
16	"Green Building" - Modelling renewable building energy systems and electric mobility concepts using Modelica Linköping electronic conference proceedings ·René Unger, Torsten Schwan, Beate Mikoleit, Bernard Bäker, Christian Kehrer, Tobias Rodemann	2012	17
17	Simultaneous Electric Powertrain Hardware and Energy Management Optimization of a Hybrid Electric Vehicle Using Deep Reinforcement Learning and Bayesian Optimization Roman Ließner, Alexander Lorenz, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker	2019	14
18	ElisaTM – Car to infrastructure communication in the field Computer Networks ·Benno Schweiger, Christian Raubitschek, Bernard Bäker, Johann Schlichter	2011	12
19	An iterative algorithm for the global optimal predictive control of hybrid electric vehicles Steffen Kutter, Bernard Bäker	2011	12
20	State-of-health estimation by virtual experiments using recurrent decoder–encoder based lithium-ion digital battery twins trained on unstructured battery data Journal of Energy Storage ·Jakob Schmitt, Ivo Horstkötter, Bernard Bäker	2022	11

About Bernard Bäker

Bernard Bäker is a scholar working on Automotive Engineering, Electrical and Electronic Engineering, Control and Systems Engineering, Mechanical Engineering and Industrial and Manufacturing Engineering, having authored 58 papers that have together received 1.1k indexed citations. Recurring topics across this work include Advanced Battery Technologies Research (25 papers), Electric and Hybrid Vehicle Technologies (21 papers), Electric Vehicles and Infrastructure (18 papers), Advancements in Battery Materials (11 papers), Vehicle emissions and performance (9 papers), Advanced Battery Materials and Technologies (7 papers), Real-time simulation and control systems (5 papers) and Traffic control and management (5 papers). The work is most often cited by research in Automotive Engineering (990 citations), Electrical and Electronic Engineering (834 citations), Transportation (56 citations), Control and Systems Engineering (178 citations) and Fluid Flow and Transfer Processes (39 citations). Bernard Bäker has collaborated with scholars based in Germany, United States and Sweden. Frequent co-authors include Oliver Bohlen, Matthias Fleckenstein, Michael A. Roscher, Nikolce Murgovski, Jonas Sjöberg, Sebastian Fischer, Abbas Z. Kouzani, Christian G. Schroer, Э. А. Козлов and Frank Gauterin. Their work appears in journals such as Journal of Energy Storage, Journal of Power Sources, IEEE Transactions on Vehicular Technology, IEEE Transactions on Intelligent Transportation Systems and IEEE Access.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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