How Machine Data Can Predict Downtime

摘要

Predicting machine-down-type faults before they happen may be the Holy Grail of fleet management. A wealth of telematics data is available to help for both off-road and on-road fleets, but what are the best ways to look at data? What principles can guide the process to make it uniform, repeatable, and predictive?