Switch cabinet manual misoperation alarm system and method

The invention discloses a switch cabinet manual misoperation alarm system, which comprises a manual operation intention detection unit and an alarm judgment output unit, and is characterized in that the manual operation intention detection unit comprises a USB camera, an embedded device and a TTL-to-CAN module; the alarm judgment output unit comprises a microcontroller, a CAN transceiver, a human body infrared induction module, a voice warning module and a switching value acquisition module; according to the switch cabinet manual misoperation alarm method based on deep learning, operation intention detection of an operator is achieved on a manual operation intention detection unit through a YOLOv3 target detection algorithm, misoperation judgment is conducted through an alarm judgment output unit, and before misoperation occurs, a voice alarm is given out to prompt correct operation. According to the invention, misoperation judgment is carried out through the alarm judgment output unit, a voice alarm is given