The DSRI Tianlin Intelligent Diagnostic Device employs advanced edge computing technology, deeply integrating mechanistic knowledge with artificial intelligence. It focuses on addressing economic losses caused by untimely fault detection in rotating equipment, promoting the shift from traditional preventive maintenance to predictive maintenance. The device primarily provides functions such as real-time operational monitoring, intelligent fault diagnosis, and efficient equipment management, with a consistent goal of helping users manage equipment health more effectively and ensure operational safety.