Exponential degradation

Exponential degradation refers to the phenomenon where system performance decays exponentially over time, particularly applicable to the performance degradation issues of repairable industrial systems. The goal is to predict the trend of performance decline and optimize maintenance strategies by modeling and analyzing the exponential degradation process of the system, thereby improving system reliability and extending its service life. Within the framework of time series analysis, the Exponential degradation model can effectively capture the dynamic characteristics of system performance changes, providing a scientific basis for fault diagnosis and prevention.