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The system is installed on the train entry line or the operation main line, and uses non-contact infrared probes (fixed-point detection) or thermal imaging cameras (global detection) to detect the real-time temperature of important components such as train bearing end caps, gearboxes and motors, to achieve automatic fault diagnosis and customized graded alarms for the monitored components, and to ensure the safety of train operation.