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Tag Archives: mit
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
People Choose Low Loan Repayments and High Interest Rates
Borrowers appear to set targets for their monthly payment on rounded amounts like $200, $300, and $400, rather than choosing the most cost-efficient payments. When borrowers are offered cheaper loan terms, they are more likely to take out larger loans rather than pocket the savings. Continue reading
OnStar Starts Voice Application Student Competition
OnStar is looking for new in-vehicle voice-enabled applications through a contest at five U.S. universities.
The growing telematics subsidiary of General Motors is a leader in the controversial area of in-vehicle electronics OnStar is interested in working with students who are studying voice application development. The voice platform allows OnStar to provide more connectivity to subscribers.
This also might enable more distracted driving accidents, currently responsible for 6,000 deaths and more than 500,000 serious injuries each year, according to the latest National Highway Traffic Safety Administration statistics. A total of 33,808 people lost their lives in motor vehicle crashes in 2009. Another 2.22 million people were injured. Continue reading
Posted in auto news, people, safety
Tagged auto informed, auto news, auto safety, autoinformed.com, automotive news, carnegie mellon university, distracted driving, Ken Zino, massachusetts institute of technology, mit, onstar, onstar student contest, telematics, university of michigan, university of texas, university of toledo, zino
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CFC Reduction Induces Ozone Layer Fixing
A new MIT-led study confirms that the Antarctic ozone layer is healing as a direct result of global efforts to reduce ozone-depleting substances such as chlorofluorocarbons or CFCs. This is significant because scientists have observed signs of ozone recovery in the past. However, the new study is the first to show, with high statistical confidence, that this recovery is due primarily to the reduction of ozone-depleting substances, instead of other influences such as natural weather variability or increased greenhouse gas emissions to the stratosphere.
“There’s been a lot of qualitative evidence showing that the Antarctic ozone hole is getting better. This is really the first study that has quantified confidence in the recovery of the ozone hole,” says study author Susan Solomon, the Lee and Geraldine Martin Professor of Environmental Studies and Chemistry. “The conclusion is, with 95% confidence, it is recovering. Which is awesome. And it shows we can actually solve environmental problems.” Continue reading →