Prognosis

Prognosis is based on time series data analysis to predict the future time points when a system or equipment may fail and its remaining useful life. The task aims to identify potential failure modes in advance by monitoring and analyzing the operating status of the system, thereby optimizing maintenance schedules, reducing unplanned downtime and repair costs, and improving the reliability and safety of the system.