Developed a maintenance management system based on predictive maintenance for die casting facilities. We utilize various data to define the function of die casting facilities. The main failure mode of each function is selected and FMEA is executed. Designed fault prediction function for pump failure and wear of hydraulic pump among FMEA results. Install sensors for oil temperature and flow level, which are the cause of failure. Development of prediction function using artificial neural network algorithm based on real-time data