Aim at the problems of heavy workload, low efficiency and high residual error rate for the current artificial train hidden investigation, a method and system for train hidden faults automatic troubleshooting based on feature set matching was proposed through train characteristics data and fault feature samples acquiring. The working mechanism and system implementation of the method were discussed.