Given the complexity and scale of this data, machine learning and AI are essential to accurately forecast and automate maintenance, which is why we need to have all the data aligned.

Machine learning (ML) can be applied at the ‘edge’ where data processing functions are tightly targeted and power consumption must be low.

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