The Mumbai Metro is implementing an AI-driven monitoring system for its pantographs to shift from reactive to predictive maintenance. By using real-time data to detect wear and tear on the overhead power collection systems, the operator aims to reduce equipment failure and unplanned service disruptions. This upgrade improves the reliability of electric transit infrastructure. Predictive maintenance reduces material waste and energy losses associated with equipment degradation, supporting more efficient urban electrification.
