How Machine Learning Diagnoses Lithium Battery Degradation

November 17, 2022

We hear a lot about machine learning, but how exactly is it useful in predicting lithium-ion battery degradation?

Video presentation for the 2022 IEEE Energy Conversion Congress and Exposition (ECCE)

Dr Preindl attended the 2022 IEEE Energy Conversion Congress and Exposition (ECCE) in Detroit, Michigan, and presented MPLab's work on battery degradation diagnostics.

Alan G. Li, PhD candidate, pre-recorded a video presentation for the conference.

Find out more by reading our review article on machine learning and battery degradation, or our research paper on state estimation with machine learning.