Computational battery dynamics (CBD)—electrochemical/thermal coupled modeling and multi-scale modeling

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Online Parameterization of Lumped Thermal Dynamics in Cylindrical Lithium Ion Batteries for Core Temperature Estimation and Health Monitoring (2013, background): “2217143 Existing high fidelity thermal models can predict the detailed temperature distribution throughout the cell [1]–[4].”
A hybrid thermal management system for lithium ion batteries combining phase change materials with forced-air cooling (2015, background): “Two models can describe the heat generation in batteries: (1) First-principle models that track the progress of electrochemical reactions, part of which comprises the heat generation term [31–34]; (2) Lump-capacitance model that focuses on battery thermal behaviors [8,26–28].”