The invention discloses an air pressure indication alarm method for an environment-friendly gas insulated looped
network switch device, and particularly relates to the technical field of
power equipment protection, comprising the following steps: periodically detecting the
contact resistance and gas component change condition of the environment-friendly gas insulated looped
network switch device, and generating a detection
data set; performing
feature extraction and feature analysis based on the
data set, and inputting an analysis result into a pre-trained
machine learning model to obtain an equipment operation quality division result; judging whether to optimize a static preset air
pressure range or not according to the operation quality division result; finally, based on the static or optimized air
pressure range, air pressure indication alarm operation is executed, and the safety and reliability of the equipment in different operation states are ensured. According to the method, the
moisture content quality index and the
contact resistance quality index are combined, the air pressure regulation factor based on the nonlinear regulation function is designed, the air pressure upper and
lower limit range is dynamically adjusted through the optimization model, and the requirements of equipment in different operation states are better met.