battery life

NREL Advances in Battery Research with Physics-Based Machine Learning Accelerates Characterization of Cell Performance, Lifetime,…

Energy storage scientists at the National Renewable Energy Laboratory (NREL) are turning to cutting-edge machine-learning techniques to strengthen understanding of advanced battery materials, chemistries, and cell designs. These complex computer algorithms help accelerate the characterization of battery performance, lifetime, and safety by offering insights into potential patterns within datasets. Researchers can use … [continued]

How to Understand Battery Life

The idea that batteries have a ‘life’ is familiar. We’ve all experienced a ‘dying’ cell phone battery with its charge draining, usually at the most inconvenient time. But knowing how and why this happens – from cell phones, EV batteries, and batteries for storage, is key. Read more about understanding battery life.