Data

The training data suitable for state of heath (SOH) forecasting should be obtained from several batteries which have aged under a wide range of operational scenarios. This enables the model to forecast the SOH of batteries given an aging scenario encoded in the stressors. Here different data sets are used: Five public battery data sets from laboratory operation and one non-public battery data set from battery electric vehicle (BEV) fleet operation are introduced in this chapter.