Updated Artifact

This release contains the LiPo 5450 mAh cell dataset, the Python framework for building a neural network model that predicts battery SoC, the best hyperparameters we found during hyperparameter tuning, and the hyperparameter tuning code. The minor difference from the previous release: the values of 'Current [A]' were changed to the opposite sign for consistency with the paper notation.

Complete Artifact

This release contains the LiPo 5450 mAh cell dataset, the Python framework for building a neural network model that predicts battery SoC, and the best hyperparameters we found during hyperparameter tuning. The major difference from the previous release: hyperparameter tuning code was added.

Initial Artifact

This release contains the LiPo 5450 mAh cell dataset, the Python framework for building a neural network model that predicts battery SoC, and the best hyperparameters we found during hyperparameter tuning.