Multi-objective optimization design of lithium-ion batteries based on deep learning and electrochemical-thermal-hydraulic-mechanical model
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Published online on May 28, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
Optimizing the performance and lifespan of lithium-ion batteries (LIBs) is critical. Existing multiphysics coupling models typically lack a more comprehensive representation of coupled physical mechanisms, which reduces simulation accuracy. This study ...
Optimizing the performance and lifespan of lithium-ion batteries (LIBs) is critical. Existing multiphysics coupling models typically lack a more comprehensive representation of coupled physical mechanisms, which reduces simulation accuracy. This study ...