neural networks

Artificial Intelligence Models Improve Efficiency of Battery Diagnostics

NREL-Developed Neural Networks Uncover New Insights Into Battery Health Resilient energy systems depend on reliable batteries. The lithium-ion (Li-ion) batteries powering our world must endure the steady strain of time, charge cycles, and environmental conditions that gradually wear them out through degradation. Understanding the health of a battery can help … [continued]

Photo of a light concentrating device outside the Maxwell Centre at Cambridge. Credit: Tomi Baikie.

Using Machine Learning & Neural Networks to Maximize Solar Energy Globally

Scientists are always on the lookout for ways to make our world a better place, and one area they’re focusing on is solar energy. One idea in this area is to make solar cells more efficient by concentrating more solar light onto them. While investigating this recently, a group of … [continued]