The explosive growth of Electric Vehicles has made developing a robust system for managing batteries that are one of
the crucial components of an EV, the need of the hour. Accuracy of the estimation models for determining the State of Charge
and State of Health levels of the battery packs plays a key role. There are many sophisticated systems to determine these
parameters we have tried to review a few of these systems in this paper. The complete electrification of the automotive industry
heavily depends on the energy density and longevity that the battery packs provide and maintaining these packs in a safe
operating condition can help achieve these goals.