In recent years, with the gradual advancement and maturity of industrial artificial intelligence technology and edge computing technology, in the past it was only concentrated on the predictive maintenance of high-end equipment, which can “fly into the homes of ordinary people”, and has the economic prerequisite for a wide range of applications.Predictive Maintenance is the future development trend