Researchers at the US Department of Energy’s National Renewable Energy Laboratory (NREL) have demonstrated a physics-informed neural network (PINN) model that they say can predict battery health nearly 1,000 times faster than traditional models. NREL’s PINN replaces the traditional, resource-intensive battery physics model with an approach based on AI that mimics the interconnected neurons of… Read more…