Knee Point Prediction And Battery Capacity Degradation
Electric cars and solar and wind energy alternative schemes have a few crippling limitations; low energy densities and unavailability when people need energy most. Batteries could help with that second one except current batteries are legacy technology that are held back by subsidies and mandates, not improved.
If we aren't getting improvements over 1980s lithium-ion batteries any time soon, at least they can be optimized, and a recent study introduces a knee point prediction method based on neural networks. Understanding battery life and capacity degradation at each stage allows…