Battery modeling involves the creation of mathematical representations of lithium-ion batteries using fundamental descriptions from physics, chemistry, and thermodynamics to predict their performance, behavior, and degradation. These models help engineers in various ways, among others are the enhanced design of battery management systems, optimize charging algorithms, and improve overall battery performance.