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15min chapter
Future Battery Tech with Electra Vehicles Founder Fabrizio Martini & Autonomous Solutions with Mobileye's Prof. Shai Shalev-Schwartz
The InEVitable
Predicting Battery Failures in Electric Vehicles
This chapter discusses the use of machine learning and artificial intelligence to predict battery failures in electric vehicles. The speakers explain their algorithm, EVI, that leverages data from the battery, vehicle, driver, and environment to predict potential failures up to three months in advance. They also discuss the creation of a digital twin of the battery in the cloud and the benefits of combining physics-based and data-driven models.
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Listen to the best highlights from the podcasts you love and dive into the full episode