I. Introduction
Prognostics and health management (PHM) is an important approach to realize the condition-based maintenance of industrial equipment. PHM enables the improvement of the equipment efficiency and maximizes the value of the equipment. The existing PHM technology mainly relies on mathematical models and sensor data to perform analysis of equipment system. It provides the function of equipment state monitoring and evaluation, fault diagnosis, and lifetime prediction of key components [1].