Real-Time Monitoring in Automated Container Cranes: Sensors, Data Pipelines and Fault Detection
Modern container terminals run on uptime. A single crane failure during a vessel call can cascade into berth delays, demurrage charges, and disrupted yard schedules that take days to recover from. The pressure this places on operations and maintenance teams has driven a fundamental shift in how port equipment is monitored - away from periodic inspection cycles and toward continuous, sensor-driven visibility across every system on every machine.