Abstract Models of traction batteries are an essential tool throughout the development automotive drivetrains. Surprisingly, today’s massively collected battery data is not yet used for more accurate and reliable simulations. Primarily, non-uniform excitation during regular operations prevent a consequent utilization such measurements. Hence, there need methods which enable robust models based ...