The application relates to a PCBA insulation
voltage resistance test method,
system, device and medium, terminals in a PCBA board card are grouped according to
voltage resistance standards and insulation requirements, the grouping is connected with a matrix
scanner, insulation
voltage resistance test results are collected, a multilayer
perception model is used, insulation voltage resistance risk fault prediction is obtained, including predicted insulation voltage
resistance test results and a
fault severity function value. Test parameters are adjusted through deep
reinforcement learning, the test parameters include applied voltage and pressure
application time, and an optimized
test strategy is obtained. The board card is subjected to insulation voltage resistance test based on the optimized
test strategy, fault prediction and
risk assessment are carried out in the multilayer
perception model, and risk prompting and fault alarm are carried out. Compared with the prior art, the application has the advantages of high accuracy, high efficiency and strong safety.