Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference59 articles.
1. Simulation and experiment on solid electrolyte interphase (SEI) morphology evolution and lithium-ion diffusion;Guan;J Electrochem Soc,2015
2. A thermal-electrochemical model that gives spatial-dependent growth of solid electrolyte interphase in a Li-ion battery;Liu;J Power Sources,2014
3. A dynamic capacity degradation model and its applications considering varying load for a large format Li-ion battery;Ouyang;Appl Energy,2016
4. Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 3. State and parameter estimation;Plett;J Power Sources,2004
5. A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation;Hu;Appl Energy,2012
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