Physically identical components might come from the same production line in the same batch. After a few months every component has its own history, its own story to tell and the data it is emitting will look different.
Failures will have different patterns specific to each machine.
AI must be able to adapt to this and at the same time still be able to transfer knowledge from one component to another.
Prexello abstracts the behavior creating a robust and invariant description of faults
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