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What is the relation between Edge Computing and the predictive maintenance functionality?

Predictive Maintenance is a functionality which detects problems before a machine becomes faulty. For example, if the movement of an arm of a robot has a chance to become less accurate, this functionality can accurately predict an upcoming issue. In a production line, appropriate action can be taken, before the movement has too big of a deviation. For Predictive Maintenance, Edge Computing power is necessary.