The intelligent solution for complete scraper conveyor equipment adopts a cloud-edge-end integrated architecture at its core. By linking several intelligent units, it forms a complete closed loop of "perception-analysis-control-operation and maintenance", achieving full coverage from single-machine intelligence to system-wide collaboration. Cloud: the remote operation and maintenance center. By integrating operational data uploaded by equipment and combining Tiandi Benniu’s years of experience in equipment application, maintenance and fault diagnosis, a professional mechanism model for fault diagnosis is established. This enables predictive equipment analysis, advanced fault early warning, and the delivery of accurate pre-treatment recommendations. Edge: the group-level control platform. Serving as the intermediate hub connecting the cloud and terminals, it undertakes local data preprocessing, real-time decision-making and global management and control. End: the field execution terminal, the on-site execution core of the entire solution. It integrates analysis and operation and maintenance management terminals as well as a series of intelligent product units, jointly forming a complete system for the intelligent operation of scraper conveyor equipment, covering the whole process of equipment operation, monitoring, maintenance and management.