Battery Monitoring System

A battery health monitoring system that utilizes adaptive cathode and adaptive anode observers to estimate the ion concentrations at the respective cathode and anode of a battery. Subsequently, the estimated ion concentrations can be used in a battery model to estimate the state of heath and state of charge of the battery. Additionally, the model and ion concentrations can be updated real time as aging components of the battery are evaluated in the output data from the battery.