Ion pump monitoring and early warning method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention discloses an ion pump monitoring and early warning method and device, electronic equipment and a storage medium, and relates to the technical field of the Internet of Things and artificial intelligence, and the method comprises the steps: capturing pictures of an ion pump parameter display screen at regular time through a camera, uploading the pictures to an FTP server, obtaining the pictures from the FTP server at regular time, and sending the pictures to the FTP server; the method comprises the following steps of: preprocessing a picture, identifying a voltage and a current value in the picture by utilizing a deep learning model, comparing and analyzing the voltage and the current value in real time according to a set threshold value, configuring a reminding person and a reminding mode, and if a comparison and analysis result does not meet a set condition, sending alarm information and the picture to the reminding person according to the reminding mode. Through deep fusion of timed snapshot of the camera, A I recognition and intelligent early warning, accurate and efficient monitoring of key parameters of the electron beam sterilization line ion pump is achieved, and the problems that in the prior art, parameters cannot be deeply recorded and analyzed, and a continuous and traceable historical data trend is difficult to form are solved.