FAQ
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Are there any additional sensors or hardware required for using your software?
We utilize your existing hardware and sensors to calculate entropy from your equipment's data.
What is the required input data to use your software?
We only work with 3 of your existing data : Voltage, Current and Temperature.
What is the main difference between the previous entropy measurement and our entropy computation model?
There are three main differences between the classical method of entropy calculation and ours:
Time: The classical method took one week, while ours takes only two hours.
Interaction with the cell: The classical method requires changing the cell's temperature through external stimulation, while our method is passive and does not interfere with the cell's temperature.
Current profile: In classical methods, a specific current profile needs to be applied. With our method we can compute entropy using real profiles such as automotive profiles, frequency regulation profiles, and so on.
What do we offer beyond a machine learning approach?
Since we are a technology based on entropy, we rely primarily on physics.
Therefore, our approach is primarily based on a physical understanding of the transition phases that occur in batteries.
Then, we add a layer of machine learning that allows us to be even more accurate in our diagnostic.
