Gaussian process regression for forecasting battery state of health

Accurately predicting the future capacity and remaining useful life of batteries is necessary to ensure reliable system operation and to minimise maintenance costs. The complex nature of battery degradation has meant that mechanistic modelling of capacity fade has thus far remained intractabl...

Full description

Bibliographic Details
Main Authors: Richardson, R, Osborne, M, Howey, D
Format: Journal article
Published: Elsevier 2017