RESEARCH PAPER · SSRN Electronic Journal · 2022
Machine Learning for Battery Research
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Mechanical Behavior and Failure Prediction of Cylindrical Lithium-Ion Batteries Under Mechanical Abuse Using Data-Driven Machine Learning
SSRN Electronic Journal · 2024-01-01
Xinchun Zhang, Xiao-di Yin, Zixuan Huang, Tao Zhang, Tiejun Ci, Chunyan Li, Qinglong Wang, Marwan El Rich
Read original paper ↗ ·Estimation of the State of Charge/Health of Electric Vehicle Batteries Through Machine Learning Approach
Unknown journal · 2024-01-23
Clemente Capasso, Giovanni Chianese, Ottorino Veneri, Stanislao Patalano, Ferdinando Vitolo
Read original paper ↗ ·Lithium-ion battery digitalization: Combining physics-based models and machine learning
Renewable and Sustainable Energy Reviews · 2024-05-21
Mahshid Nejati Amiri, Anne Håkansson, Odne Stokke Burheim, Jacob Joseph Lamb
Read original paper ↗ ·Random forest-based small training dataset complementation and features selection for capacity estimation of lithium-ion batteries in electric-powered application
Applied Soft Computing · 2025-06-27
Seunghwa Sin, Eunjin Kang, Jong‐Hoon Kim, Sein Oh, Jongbok Baek
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