Lithium-ion batteries are widely used in mobile phones and other electronic products, but when the temperature is too high, the electrolyte in the batteries is inflammable and explosive. U.S. researchers used artificial intelligence to screen out 21 solid substances that are expected to replace flammable electrolytes in lithium-ion batteries and improve the safety of mobile phones and other electronic products.
The liquid electrolyte is inexpensive, has good ion conductivity, and transfers lithium ions between the positive and negative poles of the battery. In contrast, solid electrolytes are more stable, less likely to burn and explode, and their harder texture also makes the structure of the battery more robust. However, no one has yet found a cheap solid material that can have comparable electrolyte performance at room temperature.
Stanford University researchers in the British "Energy and Environmental Science" magazine reported that they use artificial intelligence and machine learning technology, combined with past data, to establish a predictive model, selected from 12831 kinds of solid substances containing lithium elements 21 The most promising solid electrolyte.
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