The accuracy of the calculation of battery charge (SOC) is particularly important – the safety and efficiency of the machine depends on this. False data can lead to overheating, deterioration and even battery fever.
Although II could analyze fine changes in current, voltage and temperature better than traditional methods, car manufacturers did not dare to introduce it for a long time.
The reason for this is that the algorithms of artificial intelligence is a “black box :: it is impossible to explain exactly why the system has made it or this decision, which means it is difficult to create responsibility.
But now scientists are looking for a compromise. They propose to introduce SO -CALED, a classic system that follows AI’s work at the same time and closes with suspicions of failure.
This hybrid decision promises to unite AI’s advantages and the proven reliability of traditional approaches.
Source: Ferra
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