Why we need a standardized state of health measurement procedure for electric vehicle battery packs—a proposal for energy- and capacity-based metrics
Philip Bilfinger, Markus Schreiber, Philipp Rosner, Kareem Abo Gamra, Jan Schöberl, Cristina Grosu, Markus Lienkamp
Abstract
Abstract Range and performance are key customer-relevant properties of electric vehicles. Both degrade over time due to battery aging, thus impacting business decisions throughout a vehicle’s lifecycle, such as efficient utilization and asset valuation. For practical assessment, aging is often simplified into a single figure of merit—the state of health—typically defined by the battery pack’s remaining capacity or energy. However, no standardized method for measuring the state of health at the vehicle level has been established, leaving both academia and industry without a clear consensus. Ultimately, standardization is crucial to increase transparency and build confidence in the long-term reliability of electric vehicles’ battery packs. In this article, we propose a standard measurement procedure for assessing the capacity- and energy-based state of health, leveraging onboard charging to enable reproducibility and scalability. Additionally, we demonstrate how differential voltage analysis can provide deeper insights into battery aging at the vehicle level.