Physics-informed neural networks for electrode-level state estimation in lithium-ion batteries

Journal of Power Sources, vol. 506, pp. 230034

Authors 7

1. Weihan Li corresponding Aachen Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Jaegerstrasse 17/19, 52066, Aachen, Germany

   Juelich Aachen Research Alliance, JARA-Energy, Templergraben 55, 52056, Aachen, Germany

2. Jiawei Zhang Aachen Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Beijing Institute of Technology · RWTH Aachen University

   Affiliation as printed

   National Engineering Laboratory for Electric Vehicles, School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China

   Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Jaegerstrasse 17/19, 52066, Aachen, Germany

3. Florian Ringbeck Aachen Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Jaegerstrasse 17/19, 52066, Aachen, Germany

   Juelich Aachen Research Alliance, JARA-Energy, Templergraben 55, 52056, Aachen, Germany

4. Dominik Jöst Aachen Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Jaegerstrasse 17/19, 52066, Aachen, Germany

   Juelich Aachen Research Alliance, JARA-Energy, Templergraben 55, 52056, Aachen, Germany

5. Lei Zhang

   Beijing Institute of Technology

   Affiliation as printed

   National Engineering Laboratory for Electric Vehicles, School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China

6. Zhongbao Wei

   Beijing Institute of Technology

   Affiliation as printed

   National Engineering Laboratory for Electric Vehicles, School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China

7. Dirk Uwe Sauer Aachen Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Forschungszentrum Jülich · Helmholtz-Institute Münster · Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Jaegerstrasse 17/19, 52066, Aachen, Germany

   Helmholtz Institute Münster (HI MS), IEK-12, Forschungszentrum Jülich, 52425, Jülich, Germany

   Juelich Aachen Research Alliance, JARA-Energy, Templergraben 55, 52056, Aachen, Germany