Although regulation within the European Union requires manufacturers of battery storage systems to provide state-of-health estimates to customers, no standardized methods for such estimates exist. Now ...

Researchers have developed a feature-enhanced ensemble learning method for rapidly estimating the capacity of lithium-ion batteries using only a short partial discharge segment from the initial stage ...

Accurate estimation of battery state of health is crucial for effective electric vehicle battery management. Here, we propose five health indicators that can be extracted online from real-world ...