Episode Details

This story was originally published on HackerNoon at: https://hackernoon.com/from-failure-data-to-futureproof-design-the-engineer-turning-battery-risks-into-predictive-safety.
How Aravind Reddy Boozula turns battery failure data into predictive safety using physics-informed AI to prevent breakdowns.
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Engineer Aravind Reddy Boozula reframes battery failure as intelligence. By combining physics-based models with machine learning, he designs battery systems that detect risk early, adapt to real-world conditions, cut downtime by up to 30%, and reduce thermal runaway incidents. His work turns failure data into predictive safety baked directly into modern energy infrastructure.