This paper deals with the problem of the failure detection of process monitoring. A failure detection decision method, which used to human-computer interaction by means of graphics, is developed. Bases on Kalman-filtering method of largescale theory the problem of monitoring for high-order systems is solved. Finally, the method is validated by simulation experiment.