Tag Archives: Toyota Research Institute

MIT, Stanford and Toyota Research Institute Use AI to Predict Useful Life of Batteries.They lasted from 150 to 2300 cycles.

After the researchers trained their machine learning model with a few hundred million data points, the algorithm predicted how many more cycles each battery would last, based on voltage declines and a few other factors among the early cycles. The predictions were within 9% of the actual cycle life. Separately, the algorithm categorized batteries as either long or short life expectancy based on just the first five charge/discharge cycles. Here, the predictions were correct 95% of the time. Continue reading

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Toyota Research Institute Autonomous Vehicle 2.0 Shown at Prius Challenge. This One is Engineered by Toyota

The autonomous vehicle systems are costly and computationally complex, centering deeply on machine vision and machine learning. Continue reading

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