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AI Is Throwing Battery Development Into Overdrive

erik.calco

Solar Badger
Joined
Nov 3, 2019
Messages
1,170
Location
USA

Machine learning is basically training a system using test data and algorithms to predict. In this case, the AI is predicting performance after quick charging. Performance might be capacity, our favorite metric, and the one thing that decreases over time. Since it repeatedly discharges the batteries with a dump load, it can continually measure the performance after each test.
 
From the article:

"Following their 2019 paper, Chueh and his colleagues made all of their battery data publicly available so it could be used by other researchers to train their own AI algorithms. At the time, it was the largest collection of battery performance data ever released."
 
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