Unfortunately, such a simple fault detection method can suffer in the practice because it is not robust against uncertainty. The changes of the residual signal caused for example by the noise or model uncertainty make impossible to perform the correct fault detection. As a result the undetected faults or false alarms can occur. In order to omit such a problem, it is necessary to assign wider threshold G y in order to avoid false alarms what reduce the fault detection sensitivity.