A Bayesian nonparametric approach to modeling battery health

The batteries of many consumer products are both a substantial portion of the product's cost and commonly a first point of failure. Accurately predicting remaining battery life can lower costs by reducing unnecessary battery replacements. Unfortunately, battery dynamics are extremely complex, a...

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Bibliographic Details
Main Authors: Doshi-Velez, Finale P., Roy, Nicholas, Joseph, Joshua Mason
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2013
Online Access:http://hdl.handle.net/1721.1/81281
https://orcid.org/0000-0002-8293-0492