A temporal causal graph is built in order to describe the system's transient behavior. The results can be used to detect faults by monitoring the system's operation parameters. The system's simulation model is based on Simulink of Matlab, and the simulation results show that those obtained by the temporal causal graph are validated. (c) 2004 Elsevier Ltd. All rights reserved.