Optimization strategy for coupled battery system design models using Gaussian Process Regression and Classification

Journal of Energy Storage, vol. 52, pp. 104998

Authors 3

1. Alexander Epp corresponding Aachen Chair for Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   RWTH Aachen University · Volkswagen Group (Germany)

   Affiliation as printed

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

   Volkswagen AG, Technical Development, Letterbox 011/1518, 38436 Wolfsburg, Germany

2. Johannes Christofer Hahn

   Volkswagen Group (Germany)

   Affiliation as printed

   Volkswagen AG, Technical Development, Letterbox 011/1518, 38436 Wolfsburg, Germany

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

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

   Affiliation as printed

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

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

   Institute for Power Generation and Storage Systems (PGS), E.ON ERC, RWTH Aachen University, Mathieustrasse 10, 52074 Aachen, Germany

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