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The Mobile Robot Statistical Analysis System is built on the IMRS data lake, providing multi-dimensional data acquisition and visual analytics for mobile robot fleets. It consolidates real-time robot status, task execution, and equipment health data, and presents insights through dashboards and customized reports. By leveraging big-data analytics, the system supports intelligent decision-making for route optimization, dispatching strategies, and production takt improvement, while enabling predictive maintenance to reduce unplanned downtime risks.