Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries

Benjamin Maschler, Sophia Tatiyosyan, Michael Weyrich

In recent years, the use of lithium-ion batteries has greatly expanded into products from many industrial sectors, e.g. cars, power tools or medical devices. An early prediction an…