Assessment of electric vehicle battery condition, performance, and remaining useful life based on factors like capacity fade, internal resistance, and cycle aging.
Battery health monitoring uses state-of-health (SoH) algorithms that track capacity loss, impedance increase, and thermal performance. Predictive models help optimize charging strategies to minimize degradation.
Fleet operators can extend battery warranty periods, predict maintenance needs, and optimize charging strategies. Critical for total cost of ownership calculations and sustainability metrics.