Much of my early work in the enterprise dealt with predicting maintenance in plant systems. So this article is of interest. Mckinsey's take, reasonable. Can in particular agree it makes sense to capture lots of time based data and to continually upgrade the way this data is mined. We even tested some of the methods with human data ... can training be considered a maintenance task?
Prediction at scale: How industry can get more value out of maintenance from McKinsey
Machines can now tell you when they aren’t feeling well. The challenge for today’s industrial players lies in applying advanced predictive-maintenance technologies across the full scope of their operations. ... '
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