Model order reduction has become a rather common approach to approximate complex first-principles electrochemical models (described by systems of linear or nonlinear partial differential equations) into low-order dynamic system models, for control or estimation design.
['Guodong Fan', 'Ke Pan', 'Marcello Canova']
A comparison of model order reduction techniques for electrochemical characterization of Lithium-ion batteries