Transferable data-driven capacity estimation for lithium-ion batteries with deep learning: A case study from laboratory to field applications

Applied Energy, vol. 350, pp. 121747

Authors 5

1. Qiao Wang Aachen Center for Ageing Chair for Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Chang'an University · Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Center for Ageing, Reliability and Lifetime Prediction of Electrochemical and Power Electronics Systems (CARL), RWTH Aachen University, Aachen 52074, Germany

   Chair for Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Aachen 52074, Germany

   Jülich Aachen Research Alliance, JARA-Energy, Aachen, Germany

   National Engineering Research Center for Highway Maintenance Equipment, Chang'an University, Xi'an 710064, China

2. Min Ye corresponding

   Chang'an University

   Affiliation as printed

   National Engineering Research Center for Highway Maintenance Equipment, Chang'an University, Xi'an 710064, China

3. Xue Cai Aachen Center for Ageing Chair for Electrochemical Energy Conversion and Storage Systems Institute for Power Electronics and Electrical Drives (ISEA)

   Beijing Jiaotong University · Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Center for Ageing, Reliability and Lifetime Prediction of Electrochemical and Power Electronics Systems (CARL), RWTH Aachen University, Aachen 52074, Germany

   Chair for Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Aachen 52074, Germany

   Jülich Aachen Research Alliance, JARA-Energy, Aachen, Germany

   National Active Distribution Network Technology Research Center, Beijing Jiaotong University, Beijing 100044, China

4. Dirk Uwe Sauer Aachen Center for Ageing Chair for 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

   Center for Ageing, Reliability and Lifetime Prediction of Electrochemical and Power Electronics Systems (CARL), RWTH Aachen University, Aachen 52074, Germany

   Chair for Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Aachen 52074, Germany

   Helholtz Institute Münster (HI MS), Forschungszentrum Jülich, Jülich, Germany

   Jülich Aachen Research Alliance, JARA-Energy, Aachen, Germany

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

   Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Center for Ageing, Reliability and Lifetime Prediction of Electrochemical and Power Electronics Systems (CARL), RWTH Aachen University, Aachen 52074, Germany

   Chair for Electrochemical Energy Conversion and Storage Systems, Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Aachen 52074, Germany

   Jülich Aachen Research Alliance, JARA-Energy, Aachen, Germany