Predictive maintenance isn't a new idea, but now that the data revolution has finally made it feasible, the dream of eliminating costly machine breakdowns and unplanned system downtime is just the start. This O'Reilly report examines how the combination of advanced analytics, low-cost sensors, and the IoT promises to elevate maintenance in heavy industry from a cost center to a profit center.