Railway maintenance is challenging due to the costs and time required. It is important for ensuring reliable railway services and assets. Different maintenance approaches include corrective, preventive, and predictive maintenance. Corrective maintenance repairs equipment after failure. Preventive maintenance monitors equipment status to reduce failures through early action. Predictive maintenance determines equipment condition to highly accurately forecast failures.