A mathematical model is developed and used to calculate down times for a system subject to unannounced failures. The model uses a semi-markovian approach. Since the failures are unannounced, the system is periodically tested. The testing is supposed to take a finite time and cannot be ignored. Computational results from the model are presented from which the optimum testing interval could easily be obtained for a given set of model parameters.