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Early Detection Makes Batteries Safer - TU Darmstadt And MIT Develop Methods For Monitoring With Machine Learning

30 Nov 2024 | Abstracted from Batteries News

"Institute of Automation Technology and Mechatronics at TU Darmstadt...and...MIT, developed a method that combines physical methods with machine learning. Using recursive Gaussian processes, they can detect time-dependent and operational changes in battery cells...

"...the scientists were able to use a unique dataset: a research partner anonymously provided data from 28 battery systems that had been returned to the manufacturer due to problems..."

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