PL

P. Lozano Ruiz

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Predicting Battery Degradation with Physics-Informed Neural Networks

Exploring Deep Learning for Enhanced Battery Health Monitoring

This master thesis focuses on developing a Physics-Informed Neural Network (PINN) to predict the degradation of lithium-ion batteries, aiming for a balance between computational efficiency, data requirements, and prediction accuracy. A thorough comparison between physical models ...