In this paper, the safety grade electric isolation valve fault detection system was used for the valve fault detection, and the pattern recognition technology was adopted to identify the fault types. Real-time faults were analyzed and identification results were given. Tests show that this diagnostic method is simple and effective, and with detailed characterization of various fault types and precise fault identification.