Analysis of Convex Algorithm for LOC of Li Battery

A constrained optimization objective function was constructed for the feedforward network using convex optimization theory and constraint optimization theory to estimate the parameters of LOC. At the same time, a battery capacity model was used for experiments to characterize the usage time of individual batteries and clearly show the Health value of the Li battery involving past cycle times, existing electrical parameters, temperature, discharge depth, and other operating mode. A single battery model is required to obtain and used to construct a Battery Management System.