In which direction is maintenance that exploits big data and the Internet of Things headed? The ideal predictive or prescriptive maintenance program would turn every expensive unscheduled maintenance event into a scheduled event, with no false warnings and no premature removals of a costly piece of equipment. It would miss absolutely no problems—that is, it would have a zero false-negative rate. And it would generate no unnecessary fixes or even checks—a zero false-positive ...

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