Coupled thermal–electrochemical modelling of uneven heat generation in lithium-ion battery packs

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Failure propagation in multi-cell lithium ion batteries (2015, background): “[13] Recent work exploring behavior of battery systems has largely been focused on long-term performance issues; [17, 19-24] however some information on failure propagation may be inferred.”
A review on research status and key technologies of battery thermal management and its enhanced safety (2018, background): “Concerning about the Li‐ion transport phenomena in the porous electrode and electrolyte, a three‐dimension thermal/electrical/electrochemical coupled modeling of lithium‐ion battery coupling with porous electrode, mass conservation laws, and concentrated solution theories to accurately capture Li‐io”
Overview of model-based online state-of-charge estimation using Kalman filter family for lithium-ion batteries (2019, methodology): “[121], the P2D model was coupled with a thermal model for the development of BMS to address thermal runaway and performance degradation caused by dynamic loading (charge/discharge at medium-to-high C-ratings) of the LIB.”
Battery digital twins: Perspectives on the fusion of models, data and artificial intelligence for smart battery management systems (2020, background): “If these problems are not detected signiﬁcant load heterogeneities can build in battery packs causing accelerated degradation [33 , 34] .”