Study on failure sign detection using monitoring data for door operating equipment of commuter trains

We can improve reliability of commuter train and reduce of maintenance costs by changing from time-based maintenance (TBM) to condition-based maintenance (CBM). In this study, we examined operations using a door test machine that simulates deterioration and failure of door operating equipment on commuter trains in order to achieve CBM...