Fault detection using event-based predictive models

This invention describes a system that predicts when factory machines might break down. It gathers warning signals from various sensors on the machines, then uses specific computer models to find patterns in these signals. These patterns help create a health score for each machine, which is then used to anticipate potential failures before they occur.