Souvik Pratiher

Improving Stability of Adversarial Li-ion Cell Usage Data Generation using Generative Latent Space Modelling

The quality and quantity of cell usage data (CUD) availability are crucial for reliable lithium-ion (Li-ion) battery modeling. Further, the model needs to encompass the non-linear and complex system dynamics, such as diverse aging mechanisms and dynamic operating characteristics. In general, the CUD…