Equipment health management and intelligent operation and maintenance system includes fault diagnosis and health management (PHM) system with AI technology as the core, which can reduce the unplanned shutdown of equipment and improve production efficiency. At present, the system has been successfully applied to rail transit, elevator, wind power, thermal power, environmental protection, textile, distributed energy and other fields.