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Sensor-Based Prediction of Thermal Runaway in Lithium-Ion Batteries Through Strategic Sensor Arrays
This invention introduces a novel framework for predicting thermal runaway (TR) in lithium-ion batteries (LIBs) by combining strategically placed sensor arrays with machine learning models to predict TR events in lithium-ion batteries before they occur. TR is a phenomenon that occurs when the temperature in a LIB causes reactions to occur which produce...
Published: 2/13/2025
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Inventor(s): Vitaliy Yurkiv, Basab Ranjan Das Goswami
Keywords(s):
Category(s): Technology Classifications > Energy, Cleantech & Environmental > Energy Collection, Storage & Battery, Technology Classifications > Sensors & Controls
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